diff --git a/src/bonsai/bonsai/bim/data/pset/Psets_BBIM_Annotation.ifc b/src/bonsai/bonsai/bim/data/pset/Psets_BBIM_Annotation.ifc
index 062579edb2..393ffddf3b 100644
--- a/src/bonsai/bonsai/bim/data/pset/Psets_BBIM_Annotation.ifc
+++ b/src/bonsai/bonsai/bim/data/pset/Psets_BBIM_Annotation.ifc
@@ -37,9 +37,12 @@ DATA;
 #30=IFCSIMPLEPROPERTYTEMPLATE('2TJn72t_v2cvBUG916Dpev',$,'CustomUnit','Dimension''s custom unit',.P_ENUMERATEDVALUE.,'IfcText',$,#31,$,$,$,.READWRITE.);
 #31=IFCPROPERTYENUMERATION('CustomUnit',(IFCTEXT('Feet and Inches - Fractional'),IFCTEXT('Feet - Decimal'),IFCTEXT('Inches - Fractional'),IFCTEXT('Inches - Decimal'),IFCTEXT('Meters'),IFCTEXT('Decimeters'),IFCTEXT('Centimeters'),IFCTEXT('Millimeters')),$);
 #32=IFCSIMPLEPROPERTYTEMPLATE('0gjJzDYBX8P85qn1xcAOOo',$,'Reverse_List','',.P_SINGLEVALUE.,'IfcBoolean',$,$,$,$,$,.READWRITE.);
+#33=IFCSIMPLEPROPERTYTEMPLATE('22TrcxF8jFNB4buSmzjGEF',$,'List_Separator','',.P_SINGLEVALUE.,'IfcText',$,$,$,$,$,.READWRITE.);
 #34=IFCSIMPLEPROPERTYTEMPLATE('1Kx4Pm9nR8vBwZqTs2uYeL',$,'Separator','Characters placed between multiple dimension values when CustomUnit has more than one unit selected (default: '' / '')',.P_SINGLEVALUE.,'IfcLabel',$,$,$,$,$,.READWRITE.);
 #35=IFCSIMPLEPROPERTYTEMPLATE('3Nf6Qs1mT0pWxBuCvDyEzA',$,'SuppressZeroFeet','Suppress 0 feet in dimension annotation text (for example: 0'' - 3 1/2" -> 3 1/2")',.P_SINGLEVALUE.,'IfcBoolean',$,$,$,$,$,.READWRITE.);
 #36=IFCSIMPLEPROPERTYTEMPLATE('2Rg7Hn5jK4mLpNqOsVwXtY',$,'IsOrdinate','Show accumulated distance from the first vertex instead of individual segment lengths',.P_SINGLEVALUE.,'IfcBoolean',$,$,$,$,$,.READWRITE.);
-#33=IFCSIMPLEPROPERTYTEMPLATE('22TrcxF8jFNB4buSmzjGEF',$,'List_Separator','',.P_SINGLEVALUE.,'IfcText',$,$,$,$,$,.READWRITE.);
+#37=IFCPROPERTYSETTEMPLATE('3Qk8mPzT1rFoV9wXDyBnLe',$,'BBIM_DimensionTarget','Parametric anchor references that connect a dimension annotation to IFC geometry. Anchors is a JSON array (one entry per polyline vertex) encoding element GUID, geometry address, fingerprint, and fallback world point.',.PSET_TYPEDRIVENOVERRIDE.,'IfcAnnotation/DIMENSION,IfcAnnotation/RADIUS,IfcAnnotation/DIAMETER,IfcAnnotation/ANGLE,IfcAnnotation/PLAN_LEVEL,IfcAnnotation/SECTION_LEVEL',(#38,#39));
+#38=IFCSIMPLEPROPERTYTEMPLATE('1XpRnKoT2sGuW7vYcZaMqb',$,'Anchors','JSON array of anchor descriptors — one per polyline vertex. Each entry: {"guid": str|null, "type": "FACE"|"CIRCLE_CENTER"|"WORLD", "addr": {...}, "hint": [x,y,z]|null, "pt": [x,y,z]}',.P_SINGLEVALUE.,'IfcText',$,$,$,$,$,.READWRITE.);
+#39=IFCSIMPLEPROPERTYTEMPLATE('2YqSmLoU3tHvX8wZdaNrjc',$,'MeasureAxis','Axis along which distances are projected: X | Y | Z | TRUE | PERPENDICULAR',.P_SINGLEVALUE.,'IfcLabel',$,$,$,$,$,.READWRITE.);
 ENDSEC;
 END-ISO-10303-21;
diff --git a/src/bonsai/bonsai/bim/module/drawing/__init__.py b/src/bonsai/bonsai/bim/module/drawing/__init__.py
index 1bca9eab49..d1ac5986b6 100644
--- a/src/bonsai/bonsai/bim/module/drawing/__init__.py
+++ b/src/bonsai/bonsai/bim/module/drawing/__init__.py
@@ -111,6 +111,8 @@ classes = (
     operator.ToggleDrawingCategorySelection,
     operator.OpenDocumentationWebUi,
     operator.FilterSelectedObjectsIfIntersectedByCamera,
+    operator.SetDimensionAnchor,
+    operator.RegenerateDimensions,
     prop.Variable,
     prop.Drawing,
     prop.Document,
@@ -196,6 +198,7 @@ def register():
     bpy.types.TextCurve.BIMTextProperties = bpy.props.PointerProperty(type=prop.BIMTextProperties)
     bpy.app.handlers.load_post.append(handler.load_post)
     bpy.app.handlers.depsgraph_update_pre.append(handler.depsgraph_update_pre_handler)
+    bpy.app.handlers.depsgraph_update_post.append(handler.depsgraph_update_post_handler)
     bpy.types.VIEW3D_MT_image_add.append(ui.add_object_button)
     bpy.types.VIEW3D_MT_object_context_menu.append(menu_func)
 
@@ -211,5 +214,6 @@ def unregister():
     del bpy.types.TextCurve.BIMTextProperties
     bpy.app.handlers.load_post.remove(handler.load_post)
     bpy.app.handlers.depsgraph_update_pre.remove(handler.depsgraph_update_pre_handler)
+    bpy.app.handlers.depsgraph_update_post.remove(handler.depsgraph_update_post_handler)
     bpy.types.VIEW3D_MT_image_add.remove(ui.add_object_button)
     bpy.types.VIEW3D_MT_object_context_menu.remove(menu_func)
diff --git a/src/bonsai/bonsai/bim/module/drawing/handler.py b/src/bonsai/bonsai/bim/module/drawing/handler.py
index aac48b9479..9374b57fbc 100644
--- a/src/bonsai/bonsai/bim/module/drawing/handler.py
+++ b/src/bonsai/bonsai/bim/module/drawing/handler.py
@@ -16,15 +16,63 @@
 # You should have received a copy of the GNU General Public License
 # along with Bonsai.  If not, see <http://www.gnu.org/licenses/>.
 
+import json
+
 import bpy
+import numpy as np
 from bpy.app.handlers import persistent
 
 import bonsai.bim.module.drawing.decoration as decoration
 import bonsai.tool as tool
 
+# ---------------------------------------------------------------------------
+# Parametric dimension auto-regeneration state
+# ---------------------------------------------------------------------------
+
+# Maps element GUID → list of annotation STEP IDs that reference it.
+_dim_guid_index: dict = {}
+# Persistent tessellation cache for the depsgraph handler (element id → shape).
+_dim_shape_cache: dict = {}
+# Set True whenever BBIM_DimensionTarget anchors change or a new file loads.
+_dim_index_dirty: bool = True
+# Re-entry guard so curve updates don't trigger a second handler call.
+_dim_handler_running: bool = False
+
+
+def invalidate_dim_index() -> None:
+    """Mark the GUID index as stale so it is rebuilt on the next handler call."""
+    global _dim_index_dirty, _dim_shape_cache
+    _dim_index_dirty = True
+    _dim_shape_cache.clear()
+
+
+def _rebuild_dim_guid_index(file) -> None:
+    global _dim_guid_index, _dim_index_dirty
+    import ifcopenshell.util.element
+
+    _dim_guid_index = {}
+    for annotation in file.by_type("IfcAnnotation"):
+        pset_data = ifcopenshell.util.element.get_pset(annotation, "BBIM_DimensionTarget")
+        if not pset_data or not pset_data.get("Anchors"):
+            continue
+        try:
+            anchors = json.loads(pset_data["Anchors"])
+        except Exception:
+            continue
+        ann_id = annotation.id()
+        for anchor in anchors:
+            guid = anchor.get("guid")
+            if not guid:
+                continue
+            ids = _dim_guid_index.setdefault(guid, [])
+            if ann_id not in ids:
+                ids.append(ann_id)
+    _dim_index_dirty = False
+
 
 @persistent
 def load_post(*args):
+    invalidate_dim_index()
     props = tool.Drawing.get_document_props()
     if props.should_draw_decorations:
         decoration.DecorationsHandler.install(bpy.context)
@@ -61,3 +109,95 @@ def set_active_camera_resolution(scene: bpy.types.Scene) -> None:
         raster_x, raster_y = props.update_camera_resolution()
         scene_render.resolution_x = raster_x
         scene_render.resolution_y = raster_y
+
+
+@persistent
+def depsgraph_update_post_handler(scene, depsgraph):
+    """Auto-regenerate parametric dimensions when referenced elements are moved."""
+    global _dim_handler_running, _dim_index_dirty, _dim_guid_index, _dim_shape_cache
+
+    if _dim_handler_running:
+        return
+
+    file = tool.Ifc.get()
+    if not file:
+        return
+
+    # Collect GUIDs of IFC objects whose transform changed this update.
+    moved_guids: set = set()
+    for update in depsgraph.updates:
+        obj = update.id
+        if not isinstance(obj, bpy.types.Object):
+            continue
+        if not update.is_updated_transform:
+            continue
+        element = tool.Ifc.get_entity(obj)
+        if element is None or not hasattr(element, "GlobalId"):
+            continue
+        moved_guids.add(element.GlobalId)
+
+    if not moved_guids:
+        return
+
+    if _dim_index_dirty:
+        _rebuild_dim_guid_index(file)
+
+    annotation_ids: set = set()
+    for guid in moved_guids:
+        for ann_id in _dim_guid_index.get(guid, []):
+            annotation_ids.add(ann_id)
+
+    if not annotation_ids:
+        return
+
+    import ifcopenshell.api.drawing as drawing_api
+    import ifcopenshell.geom
+    import ifcopenshell.util.element
+    from bonsai.bim.module.drawing.operator import _update_blender_curve
+
+    geom_settings = ifcopenshell.geom.settings()
+    geom_settings.set("APPLY_DEFAULT_MATERIALS", False)
+
+    _dim_handler_running = True
+    try:
+        for ann_id in annotation_ids:
+            try:
+                annotation = file.by_id(ann_id)
+            except Exception:
+                continue
+
+            pset = ifcopenshell.util.element.get_pset(annotation, "BBIM_DimensionTarget")
+            if not pset:
+                continue
+
+            placement_override: dict = {}
+            try:
+                anchors_raw = json.loads(pset.get("Anchors") or "[]")
+                for anchor in anchors_raw:
+                    guid = anchor.get("guid")
+                    if not guid:
+                        continue
+                    try:
+                        elem = file.by_guid(guid)
+                        elem_id = elem.id()
+                        if elem_id in placement_override:
+                            continue
+                        elem_obj = tool.Ifc.get_object(elem)
+                        if elem_obj:
+                            placement_override[elem_id] = np.array(elem_obj.matrix_world)
+                    except Exception:
+                        pass
+            except Exception:
+                pass
+
+            resolved_pts = drawing_api.regenerate_dimension(
+                file,
+                annotation,
+                settings=geom_settings,
+                shape_cache=_dim_shape_cache,
+                placement_override=placement_override,
+            )
+            if resolved_pts:
+                _update_blender_curve(annotation, resolved_pts)
+    finally:
+        _dim_handler_running = False
diff --git a/src/bonsai/bonsai/bim/module/drawing/operator.py b/src/bonsai/bonsai/bim/module/drawing/operator.py
index 27cfb90ddc..f3e5c5eec4 100644
--- a/src/bonsai/bonsai/bim/module/drawing/operator.py
+++ b/src/bonsai/bonsai/bim/module/drawing/operator.py
@@ -5560,3 +5560,521 @@ class ShowElementValuesInstructions(bpy.types.Operator):
 
     def execute(self, context):
         return {"FINISHED"}
+
+
+# ---------------------------------------------------------------------------
+# Parametric dimension operators
+# ---------------------------------------------------------------------------
+
+
+class SetDimensionAnchor(bpy.types.Operator):
+    """Interactively anchor dimension vertices to IFC element faces.
+
+    Two-phase modal workflow (all in Object Mode, no Tab required):
+      1. Run the operator with a dimension annotation selected.
+      2. Click a vertex ON the dimension line to select it.
+      3. Click an IFC element face to anchor that vertex to it.
+         ALT+click sets a free world-point anchor instead.
+      4. Repeat steps 2-3 for more vertices.
+      5. RMB or ESC to finish.
+    """
+
+    bl_idname = "bim.set_dimension_anchor"
+    bl_label = "Set Dimension Anchor"
+    bl_options = {"REGISTER", "UNDO"}
+
+    if TYPE_CHECKING:
+        pass
+
+    _annotation: Optional[ifcopenshell.entity_instance] = None
+    _annotation_obj: Optional[bpy.types.Object] = None
+    _phase: str = "PICK_VERTEX"   # "PICK_VERTEX" | "PICK_FACE"
+    _active_vertex_idx: int = -1
+    _shape_cache: dict
+
+    _VERTEX_PICK_RADIUS_PX = 20  # pixels — how close the click must be to a vertex
+
+    @classmethod
+    def poll(cls, context):
+        if not tool.Ifc.get():
+            cls.poll_message_set("No IFC file loaded.")
+            return False
+        obj = context.active_object
+        if not obj:
+            cls.poll_message_set("No active object.")
+            return False
+        if context.mode != "OBJECT":
+            cls.poll_message_set("Must be in Object Mode.")
+            return False
+        element = tool.Ifc.get_entity(obj)
+        if not element or not element.is_a("IfcAnnotation"):
+            cls.poll_message_set("Active object must be an IfcAnnotation.")
+            return False
+        ptype = ifcopenshell.util.element.get_predefined_type(element)
+        if ptype not in ("DIMENSION", "RADIUS", "DIAMETER", "ANGLE", "PLAN_LEVEL", "SECTION_LEVEL"):
+            cls.poll_message_set("Annotation must be a dimension type.")
+            return False
+        return True
+
+    def invoke(self, context, event):
+        obj = context.active_object
+        self._annotation = tool.Ifc.get_entity(obj)
+        self._annotation_obj = obj
+        self._phase = "PICK_VERTEX"
+        self._active_vertex_idx = -1
+        self._shape_cache = {}
+        self._set_status(context)
+        context.window_manager.modal_handler_add(self)
+        return {"RUNNING_MODAL"}
+
+    def modal(self, context, event):
+        if event.type == "ESC" or (event.type == "RIGHTMOUSE" and event.value == "PRESS"):
+            context.workspace.status_text_set(None)
+            return {"FINISHED"}  # keep any anchors already written
+
+        if event.type == "LEFTMOUSE" and event.value == "PRESS":
+            if self._phase == "PICK_VERTEX":
+                self._handle_vertex_pick(context, event)
+            else:
+                self._handle_face_pick(context, event)
+            self._set_status(context)
+            return {"RUNNING_MODAL"}
+
+        return {"PASS_THROUGH"}
+
+    # ------------------------------------------------------------------
+    # Status bar
+
+    def _set_status(self, context):
+        if self._phase == "PICK_VERTEX":
+            context.workspace.status_text_set(
+                "Click a dimension vertex  |  RMB / ESC: Finish"
+            )
+        else:
+            context.workspace.status_text_set(
+                f"Vertex {self._active_vertex_idx} selected  —  "
+                "Click element face to anchor  |  ALT+Click: free world point  |  RMB / ESC: Finish"
+            )
+
+    # ------------------------------------------------------------------
+    # Phase 1: pick a vertex on the dimension curve
+
+    def _handle_vertex_pick(self, context, event):
+        from bpy_extras import view3d_utils
+
+        region = context.region
+        rv3d = context.region_data
+        if not region or not rv3d:
+            return
+
+        coord = (event.mouse_region_x, event.mouse_region_y)
+        obj = self._annotation_obj
+
+        best_idx = None
+        best_dist_sq = self._VERTEX_PICK_RADIUS_PX ** 2
+
+        if obj.data and hasattr(obj.data, "splines"):
+            for spline in obj.data.splines:
+                for i, pt in enumerate(spline.points):
+                    world_co = obj.matrix_world @ pt.co.xyz
+                    screen_co = view3d_utils.location_3d_to_region_2d(region, rv3d, world_co)
+                    if screen_co is None:
+                        continue
+                    dist_sq = (screen_co.x - coord[0]) ** 2 + (screen_co.y - coord[1]) ** 2
+                    if dist_sq < best_dist_sq:
+                        best_dist_sq = dist_sq
+                        best_idx = i
+
+        if best_idx is None:
+            self.report({"WARNING"}, f"Click closer to a dimension vertex (within {self._VERTEX_PICK_RADIUS_PX}px)")
+            return
+
+        self._active_vertex_idx = best_idx
+        self._phase = "PICK_FACE"
+
+    # ------------------------------------------------------------------
+    # Phase 2: pick a face on an IFC element
+
+    def _handle_face_pick(self, context, event):
+        from bpy_extras import view3d_utils
+
+        region = context.region
+        rv3d = context.region_data
+        if not region or not rv3d:
+            return
+
+        coord = (event.mouse_region_x, event.mouse_region_y)
+
+        # ALT+click → free world-point anchor at the cursor 3D location
+        if event.alt:
+            origin = view3d_utils.region_2d_to_origin_3d(region, rv3d, coord)
+            direction = view3d_utils.region_2d_to_vector_3d(region, rv3d, coord)
+            hit, location, *_ = context.scene.ray_cast(context.view_layer.depsgraph, origin, direction)
+            pt_m = tuple(location) if hit else tuple(origin + direction * 5.0)
+
+            import ifcopenshell.api.drawing as drawing_api
+            anchor = drawing_api.make_world_anchor(list(pt_m))
+            self._write_anchor(anchor, self._active_vertex_idx)
+            self.report({"INFO"}, f"Vertex {self._active_vertex_idx} → free world point")
+            self._phase = "PICK_VERTEX"
+            return
+
+        # Normal click → raycast for IFC element face
+        origin = view3d_utils.region_2d_to_origin_3d(region, rv3d, coord)
+        direction = view3d_utils.region_2d_to_vector_3d(region, rv3d, coord)
+
+        hit, location, normal, face_index, hit_obj, _ = context.scene.ray_cast(
+            context.view_layer.depsgraph, origin, direction
+        )
+
+        if not hit or hit_obj is None:
+            self.report({"WARNING"}, "Nothing under cursor — click on a model element")
+            return
+
+        if hit_obj == self._annotation_obj:
+            self.report({"WARNING"}, "Click on an element, not the dimension line itself")
+            return
+
+        element = tool.Ifc.get_entity(hit_obj)
+        if not element:
+            self.report({"WARNING"}, f"'{hit_obj.name}' is not an IFC element")
+            return
+
+        file = tool.Ifc.get()
+        hit_m = (float(location.x), float(location.y), float(location.z))
+        normal_m = (float(normal.x), float(normal.y), float(normal.z))
+
+        # Pass the Blender matrix_world so face-group matching uses current position.
+        placement_override = {element.id(): np.array(hit_obj.matrix_world)}
+
+        import ifcopenshell.api.drawing as drawing_api
+        anchor = drawing_api.build_anchor_from_hit(
+            file, element, hit_m, normal_m,
+            shape_cache=self._shape_cache,
+            placement_override=placement_override,
+        )
+
+        self._write_anchor(anchor, self._active_vertex_idx)
+        self.report(
+            {"INFO"},
+            f"Vertex {self._active_vertex_idx} → {element.is_a()}/{element.Name or element.GlobalId}",
+        )
+        self._phase = "PICK_VERTEX"
+
+    # ------------------------------------------------------------------
+    # Pset write (shared by both face and free-point paths)
+
+    def _write_anchor(self, new_anchor: dict, vertex_index: int) -> None:
+        file = tool.Ifc.get()
+        annotation = self._annotation
+
+        pset_data = ifcopenshell.util.element.get_pset(annotation, "BBIM_DimensionTarget")
+
+        if pset_data and pset_data.get("Anchors"):
+            try:
+                anchors: list = json.loads(pset_data["Anchors"])
+            except Exception:
+                anchors = []
+        else:
+            anchors = _anchors_from_spline(self._annotation_obj, file)
+
+        while len(anchors) <= vertex_index:
+            obj = self._annotation_obj
+            idx = len(anchors)
+            if obj and obj.data and hasattr(obj.data, "splines") and obj.data.splines:
+                pts = obj.data.splines[0].points
+                if idx < len(pts):
+                    co = obj.matrix_world @ pts[idx].co.xyz
+                    import ifcopenshell.api.drawing as drawing_api
+                    anchors.append(drawing_api.make_world_anchor([float(co.x), float(co.y), float(co.z)]))
+                    continue
+            import ifcopenshell.api.drawing as drawing_api
+            anchors.append(drawing_api.make_world_anchor([0.0, 0.0, 0.0]))
+
+        anchors[vertex_index] = new_anchor
+        anchors_json = json.dumps(anchors)
+
+        if pset_data:
+            pset_entity = file.by_id(pset_data["id"])
+            ifcopenshell.api.run("pset.edit_pset", file, pset=pset_entity, properties={"Anchors": anchors_json})
+        else:
+            ifcopenshell.api.run("pset.add_pset", file, product=annotation, name="BBIM_DimensionTarget")
+            pset_data = ifcopenshell.util.element.get_pset(annotation, "BBIM_DimensionTarget")
+            pset_entity = file.by_id(pset_data["id"])
+            ifcopenshell.api.run("pset.edit_pset", file, pset=pset_entity, properties={"Anchors": anchors_json})
+
+        from bonsai.bim.module.drawing import handler as _drawing_handler
+        _drawing_handler.invalidate_dim_index()
+
+
+class RegenerateDimensions(bpy.types.Operator, tool.Ifc.Operator):
+    """Regenerate all parametric dimension annotations in the project.
+
+    For every IfcAnnotation that has a BBIM_DimensionTarget pset, resolve all
+    anchor references from live element geometry and update the annotation's
+    curve vertices and linked IfcMetric values.
+    """
+
+    bl_idname = "bim.regenerate_dimensions"
+    bl_label = "Regenerate Dimensions"
+    bl_description = (
+        "Recompute all parametric dimension annotations from current element geometry.\n"
+        "Updates curve vertex positions and IfcMetric segment values."
+    )
+    bl_options = {"REGISTER", "UNDO"}
+
+    active_only: bpy.props.BoolProperty(
+        name="Active Only",
+        description="Only regenerate the currently selected dimension annotation",
+        default=False,
+    )
+
+    if TYPE_CHECKING:
+        active_only: bool
+
+    @classmethod
+    def poll(cls, context):
+        return bool(tool.Ifc.get())
+
+    def _execute(self, context):
+        import ifcopenshell.api.drawing as drawing_api
+        import ifcopenshell.geom
+
+        file = tool.Ifc.get()
+
+        geom_settings = ifcopenshell.geom.settings()
+        geom_settings.set("APPLY_DEFAULT_MATERIALS", False)
+        shape_cache: dict = {}
+
+        if self.active_only:
+            obj = context.active_object
+            if not obj:
+                self.report({"WARNING"}, "No active object.")
+                return
+            element = tool.Ifc.get_entity(obj)
+            if not element or not element.is_a("IfcAnnotation"):
+                self.report({"WARNING"}, "Active object is not an IfcAnnotation.")
+                return
+            candidates = [element]
+        else:
+            candidates = [
+                a for a in file.by_type("IfcAnnotation")
+                if ifcopenshell.util.element.get_pset(a, "BBIM_DimensionTarget")
+            ]
+
+        updated = 0
+        for annotation in candidates:
+            pset = ifcopenshell.util.element.get_pset(annotation, "BBIM_DimensionTarget")
+            if not pset:
+                continue
+
+            # Build a placement override from each referenced element's current
+            # Blender matrix_world.  Bonsai only syncs ObjectPlacement to the IFC
+            # file when the user explicitly clicks "Edit Object Placement" — so the
+            # IFC entity may be stale after a viewport G-move.  Using matrix_world
+            # ensures we always see the current element position.
+            placement_override: dict[int, "np.ndarray"] = {}
+            try:
+                anchors_raw = json.loads(pset.get("Anchors") or "[]")
+                for anchor in anchors_raw:
+                    guid = anchor.get("guid")
+                    if not guid:
+                        continue
+                    try:
+                        elem = file.by_guid(guid)
+                        elem_id = elem.id()
+                        if elem_id in placement_override:
+                            continue
+                        elem_obj = tool.Ifc.get_object(elem)
+                        if elem_obj:
+                            placement_override[elem_id] = np.array(elem_obj.matrix_world)
+                    except Exception:
+                        pass
+            except Exception:
+                pass
+
+            resolved_pts = drawing_api.regenerate_dimension(
+                file, annotation,
+                settings=geom_settings,
+                shape_cache=shape_cache,
+                placement_override=placement_override,
+            )
+            if not resolved_pts:
+                continue
+
+            _update_blender_curve(annotation, resolved_pts)
+            updated += 1
+
+        self.report({"INFO"}, f"Regenerated {updated} parametric dimension(s).")
+
+
+# ---------------------------------------------------------------------------
+# Helpers for dimension operators
+# ---------------------------------------------------------------------------
+
+
+def _anchors_from_spline(obj: bpy.types.Object, file: ifcopenshell.file) -> list:
+    """Build a list of WORLD anchors from the current spline points of obj.
+
+    Coordinates are stored in metres (Blender world space), which matches the
+    output of ifcopenshell.geom.create_shape regardless of IFC project unit.
+    """
+    import ifcopenshell.api.drawing as drawing_api
+
+    anchors = []
+    if not obj or not obj.data or not hasattr(obj.data, "splines") or not obj.data.splines:
+        return anchors
+
+    for pt in obj.data.splines[0].points:
+        world_co = obj.matrix_world @ pt.co.xyz
+        # Store in metres (Blender world space)
+        pt_m = [float(world_co.x), float(world_co.y), float(world_co.z)]
+        anchors.append(drawing_api.make_world_anchor(pt_m))
+
+    return anchors
+
+
+def _update_blender_curve(
+    annotation: ifcopenshell.entity_instance,
+    resolved_pts_m: list,
+) -> None:
+    """Update a Blender curve object's spline points AND the backing IFC IfcPolyline.
+
+    :param resolved_pts_m: Points in metres (Blender world space).
+
+    Both the Blender curve data and the IFC representation are updated so that
+    entering Edit Mode (which reloads geometry from IFC via import_representation_items)
+    does not reset the curve back to pre-regeneration positions.
+    """
+    obj = tool.Ifc.get_object(annotation)
+    if not obj or not obj.data or not hasattr(obj.data, "splines"):
+        return
+
+    curve_data: bpy.types.Curve = obj.data
+    inv_world = obj.matrix_world.inverted()
+    n = len(resolved_pts_m)
+
+    if not curve_data.splines:
+        spline = curve_data.splines.new("POLY")
+        spline.points.add(n - 1)
+    else:
+        spline = curve_data.splines[0]
+        if len(spline.points) != n:
+            curve_data.splines.remove(spline)
+            spline = curve_data.splines.new("POLY")
+            spline.points.add(n - 1)
+
+    is_2d = _annotation_is_2d(annotation)
+
+    for i, pt_m in enumerate(resolved_pts_m):
+        blender_world = Vector((float(pt_m[0]), float(pt_m[1]), float(pt_m[2])))
+        local_pt = inv_world @ blender_world
+        # For 2D (plan-view) annotations, project onto the annotation plane by
+        # zeroing local Z — matching the Annotator.add_line_to_annotation pattern.
+        if is_2d:
+            spline.points[i].co = (local_pt.x, local_pt.y, 0.0, 1.0)
+        else:
+            spline.points[i].co = (*local_pt, 1.0)
+
+    # Also update the IFC IfcPolyline so Edit Mode reloads reflect the new positions.
+    _update_ifc_polyline(tool.Ifc.get(), annotation, obj, resolved_pts_m)
+
+
+def _annotation_is_2d(annotation: ifcopenshell.entity_instance) -> bool:
+    """Return True if the annotation's representation uses 2D coordinates (plan view)."""
+    if not getattr(annotation, "Representation", None):
+        return False
+    for rep in annotation.Representation.Representations:
+        curve = _find_curve_item(rep)
+        if curve is None:
+            continue
+        if curve.is_a("IfcIndexedPolyCurve"):
+            return curve.Points.is_a("IfcCartesianPointList2D")
+        if curve.is_a("IfcPolyline") and curve.Points:
+            return len(curve.Points[0].Coordinates) == 2
+    return False
+
+
+def _update_ifc_polyline(
+    file: ifcopenshell.file,
+    annotation: ifcopenshell.entity_instance,
+    obj: bpy.types.Object,
+    resolved_pts_m: list,
+) -> None:
+    """Update the curve coordinates in the annotation's IFC representation.
+
+    Converts world-space metres points → annotation-local IFC project units and
+    writes them into the existing IfcIndexedPolyCurve or IfcPolyline entities.
+    Handles both 2D (IfcCartesianPointList2D) and 3D representations.
+    """
+    if not resolved_pts_m or not getattr(annotation, "Representation", None):
+        return
+
+    import ifcopenshell.util.unit as ifc_unit
+
+    unit_scale = ifc_unit.calculate_unit_scale(file)
+    inv_world = obj.matrix_world.inverted()
+
+    def _to_ifc_local(pt_m: tuple) -> tuple:
+        blender_local = inv_world @ Vector((float(pt_m[0]), float(pt_m[1]), float(pt_m[2])))
+        return (
+            float(blender_local.x) / unit_scale,
+            float(blender_local.y) / unit_scale,
+            float(blender_local.z) / unit_scale,
+        )
+
+    new_coords = [_to_ifc_local(pt) for pt in resolved_pts_m]
+
+    for rep in annotation.Representation.Representations:
+        curve = _find_curve_item(rep)
+        if curve is None:
+            continue
+
+        if curve.is_a("IfcIndexedPolyCurve"):
+            pts_list = curve.Points  # IfcCartesianPointList2D or 3D
+            n_dims = 2 if pts_list.is_a("IfcCartesianPointList2D") else 3
+            pts_list.CoordList = tuple(coords[:n_dims] for coords in new_coords)
+            # Rebuild Segments to cover all consecutive pairs.  Bonsai creates
+            # explicit IfcLineIndex entries per segment; leaving a stale Segments
+            # list (e.g. [IfcLineIndex([1,2])]) after adding a 3rd point means
+            # the extra point is silently ignored on geometry reload.
+            n_pts = len(new_coords)
+            if n_pts >= 2:
+                curve.Segments = [file.createIfcLineIndex([i + 1, i + 2]) for i in range(n_pts - 1)]
+            else:
+                curve.Segments = None
+            return
+
+        if curve.is_a("IfcPolyline"):
+            existing = list(curve.Points)
+            if len(existing) == len(new_coords):
+                for ifc_pt, coords in zip(existing, new_coords):
+                    n_dims = len(ifc_pt.Coordinates)
+                    ifc_pt.Coordinates = coords[:n_dims]
+            else:
+                dim = len(existing[0].Coordinates) if existing else 3
+                curve.Points = [
+                    file.create_entity("IfcCartesianPoint", Coordinates=coords[:dim])
+                    for coords in new_coords
+                ]
+            return
+
+
+def _find_curve_item(rep: ifcopenshell.entity_instance) -> Optional[ifcopenshell.entity_instance]:
+    """Return the first IfcPolyline or IfcIndexedPolyCurve in a shape representation."""
+    for item in rep.Items:
+        result = _find_curve_in_item(item)
+        if result is not None:
+            return result
+    return None
+
+
+def _find_curve_in_item(item: ifcopenshell.entity_instance) -> Optional[ifcopenshell.entity_instance]:
+    if item.is_a("IfcPolyline") or item.is_a("IfcIndexedPolyCurve"):
+        return item
+    if item.is_a("IfcGeometricCurveSet"):
+        for element in item.Elements:
+            result = _find_curve_in_item(element)
+            if result is not None:
+                return result
+    return None
diff --git a/src/bonsai/bonsai/bim/module/drawing/ui.py b/src/bonsai/bonsai/bim/module/drawing/ui.py
index 5efec1737e..09a62de4b8 100644
--- a/src/bonsai/bonsai/bim/module/drawing/ui.py
+++ b/src/bonsai/bonsai/bim/module/drawing/ui.py
@@ -571,6 +571,19 @@ class BIM_PT_product_assignments(Panel):
             col.operator("bim.select_assigned_product", icon="RESTRICT_SELECT_OFF", text="")
             col.enabled = bool(ProductAssignmentsData.data["relating_product"])
 
+        # Parametric dimension controls
+        element = tool.Ifc.get_entity(obj)
+        if element:
+            import ifcopenshell.util.element
+            ptype = ifcopenshell.util.element.get_predefined_type(element)
+            if ptype in ("DIMENSION", "RADIUS", "DIAMETER", "ANGLE", "PLAN_LEVEL", "SECTION_LEVEL"):
+                self.layout.separator()
+                self.layout.label(text="Parametric Dimension", icon="CONSTRAINT")
+                row = self.layout.row(align=True)
+                row.operator("bim.set_dimension_anchor", icon="PIVOT_CURSOR")
+                op = row.operator("bim.regenerate_dimensions", icon="FILE_REFRESH", text="Regenerate")
+                op.active_only = True
+
 
 def get_category_icon(category_name):
     """Get appropriate icon for each category"""
diff --git a/src/ifcopenshell-python/ifcopenshell/api/drawing/__init__.py b/src/ifcopenshell-python/ifcopenshell/api/drawing/__init__.py
index 012dce92f6..4b8bbb0177 100644
--- a/src/ifcopenshell-python/ifcopenshell/api/drawing/__init__.py
+++ b/src/ifcopenshell-python/ifcopenshell/api/drawing/__init__.py
@@ -25,12 +25,19 @@ annotations may have relationships which indicate smart data being populated.
 from .. import wrap_usecases
 from .assign_product import assign_product
 from .edit_text_literal import edit_text_literal
+from .regenerate_dimension import regenerate_dimension, get_dimension_segment_lengths
+from .resolve_anchor import build_anchor_from_hit, make_world_anchor, resolve_anchor
 from .unassign_product import unassign_product
 
 wrap_usecases(__path__, __name__)
 
 __all__ = [
     "assign_product",
+    "build_anchor_from_hit",
     "edit_text_literal",
+    "get_dimension_segment_lengths",
+    "make_world_anchor",
+    "regenerate_dimension",
+    "resolve_anchor",
     "unassign_product",
 ]
diff --git a/src/ifcopenshell-python/ifcopenshell/api/drawing/regenerate_dimension.py b/src/ifcopenshell-python/ifcopenshell/api/drawing/regenerate_dimension.py
new file mode 100644
index 0000000000..ff74725f52
--- /dev/null
+++ b/src/ifcopenshell-python/ifcopenshell/api/drawing/regenerate_dimension.py
@@ -0,0 +1,238 @@
+# IfcOpenShell - IFC toolkit and geometry engine
+# Copyright (C) 2021 Dion Moult <dion@thinkmoult.com>
+#
+# This file is part of IfcOpenShell.
+#
+# IfcOpenShell is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# IfcOpenShell is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with IfcOpenShell.  If not, see <http://www.gnu.org/licenses/>.
+
+"""Regenerate a parametric dimension annotation from its BBIM_DimensionTarget anchors.
+
+This module operates purely on IFC data.  It:
+  1. Reads the ``Anchors`` JSON array from the ``BBIM_DimensionTarget`` pset on an
+     ``IfcAnnotation``.
+  2. Resolves each anchor to a world-space point (IFC project units) using
+     ``resolve_anchor``.
+  3. Computes per-segment distances and updates (or creates) the linked
+     ``IfcMetric`` + ``IfcRelAssociatesConstraint`` entities.
+  4. Returns the ordered list of resolved world-space points so that the
+     Bonsai operator layer can update the Blender curve object.
+
+Updating the Blender curve (converting IFC world coords → annotation local
+coords) is the *caller's* responsibility and does **not** happen here.
+"""
+
+from __future__ import annotations
+
+import json
+import math
+from typing import Optional
+
+import ifcopenshell
+import ifcopenshell.api.owner
+import ifcopenshell.api.pset
+import ifcopenshell.geom
+import ifcopenshell.guid
+import ifcopenshell.util.element
+
+from .resolve_anchor import resolve_anchor
+
+
+_PSET_NAME = "BBIM_DimensionTarget"
+_METRIC_INTENT_PREFIX = "PARAMETRIC_DIMENSION_SEG_"
+
+
+def regenerate_dimension(
+    file: ifcopenshell.file,
+    annotation: ifcopenshell.entity_instance,
+    settings: Optional[ifcopenshell.geom.settings] = None,
+    shape_cache: Optional[dict] = None,
+    placement_override: Optional[dict] = None,
+) -> list[tuple[float, float, float]]:
+    """Regenerate a parametric dimension from its stored anchor references.
+
+    Resolves every anchor in ``BBIM_DimensionTarget.Anchors``, updates the
+    per-segment ``IfcMetric`` values (creating them when absent), and returns
+    the resolved world-space points in metres.
+
+    :param file: The open IFC file.
+    :param annotation: An ``IfcAnnotation`` with a ``BBIM_DimensionTarget`` pset.
+    :param settings: Geometry settings for tessellation (shared across calls).
+    :param shape_cache: Shape cache dict (shared across calls for performance).
+    :param placement_override: Optional dict mapping element STEP id → 4×4 numpy
+        matrix (metres, row-major).  Pass ``{elem.id(): np.array(obj.matrix_world)}``
+        for each referenced element so that viewport moves not yet synced to the
+        IFC ``ObjectPlacement`` are reflected.  See ``resolve_anchor`` for details.
+    :return: Ordered list of ``(x, y, z)`` tuples, one per anchor.
+             Empty list if the pset is missing or malformed.
+    """
+    pset_data = ifcopenshell.util.element.get_pset(annotation, _PSET_NAME)
+    if not pset_data or "Anchors" not in pset_data:
+        return []
+
+    try:
+        anchors: list[dict] = json.loads(pset_data["Anchors"])
+    except (json.JSONDecodeError, TypeError):
+        return []
+
+    if not anchors:
+        return []
+
+    if shape_cache is None:
+        shape_cache = {}
+
+    resolved: list[Optional[tuple]] = []
+    for anchor in anchors:
+        pt = resolve_anchor(file, anchor, settings, shape_cache, placement_override)
+        if pt is None:
+            pt = tuple(anchor["pt"]) if anchor.get("pt") else (0.0, 0.0, 0.0)
+        resolved.append(pt)
+        anchor["pt"] = list(pt)
+
+    pset_entity_id = pset_data.get("id")
+    if pset_entity_id:
+        pset_entity = file.by_id(pset_entity_id)
+        ifcopenshell.api.pset.edit_pset(
+            file,
+            pset=pset_entity,
+            properties={"Anchors": json.dumps(anchors)},
+        )
+
+    n_segments = len(resolved) - 1
+    if n_segments >= 1:
+        existing_metrics = _get_segment_metrics(file, annotation)
+        _sync_segment_metrics(file, annotation, resolved, existing_metrics)
+
+    return [pt for pt in resolved if pt is not None]
+
+
+def get_dimension_segment_lengths(
+    file: ifcopenshell.file,
+    annotation: ifcopenshell.entity_instance,
+) -> list[float]:
+    """Return the segment lengths for a parametric dimension from stored anchor pts.
+
+    Distances are computed from the cached ``pt`` fields in ``BBIM_DimensionTarget.Anchors``
+    (in metres, matching ifcopenshell.geom output).  Returns an empty list if the pset
+    is absent or malformed.
+    """
+    pset_data = ifcopenshell.util.element.get_pset(annotation, _PSET_NAME)
+    if not pset_data or not pset_data.get("Anchors"):
+        return []
+    try:
+        anchors: list[dict] = json.loads(pset_data["Anchors"])
+    except Exception:
+        return []
+    lengths: list[float] = []
+    for i in range(len(anchors) - 1):
+        pt_a = anchors[i].get("pt")
+        pt_b = anchors[i + 1].get("pt")
+        if pt_a and pt_b:
+            lengths.append(_dist(tuple(pt_a), tuple(pt_b)))
+        else:
+            lengths.append(0.0)
+    return lengths
+
+
+# ---------------------------------------------------------------------------
+# IfcMetric / IfcRelAssociatesConstraint management
+# ---------------------------------------------------------------------------
+
+
+def _get_segment_metrics(
+    file: ifcopenshell.file,
+    annotation: ifcopenshell.entity_instance,
+) -> dict[int, ifcopenshell.entity_instance]:
+    """Return {segment_index: IfcMetric} for all constraint rels on the annotation."""
+    metrics: dict[int, ifcopenshell.entity_instance] = {}
+    for rel in annotation.HasAssociations:
+        if not rel.is_a("IfcRelAssociatesConstraint"):
+            continue
+        intent: str = rel.Intent or ""
+        if not intent.startswith(_METRIC_INTENT_PREFIX):
+            continue
+        try:
+            seg_idx = int(intent[len(_METRIC_INTENT_PREFIX):])
+        except ValueError:
+            continue
+        constraint = rel.RelatingConstraint
+        if constraint.is_a("IfcMetric"):
+            metrics[seg_idx] = constraint
+    return metrics
+
+
+def _sync_segment_metrics(
+    file: ifcopenshell.file,
+    annotation: ifcopenshell.entity_instance,
+    resolved_pts: list[tuple],
+    existing: dict[int, ifcopenshell.entity_instance],
+) -> None:
+    """Create missing and update existing IfcMetric entities for each segment."""
+    n_segments = len(resolved_pts) - 1
+    seen_guids: set[str] = set()
+
+    # Build a lookup of which elements are at each anchor endpoint
+    pset_data = ifcopenshell.util.element.get_pset(annotation, _PSET_NAME)
+    anchors: list[dict] = []
+    if pset_data and pset_data.get("Anchors"):
+        try:
+            anchors = json.loads(pset_data["Anchors"])
+        except Exception:
+            pass
+
+    for seg_idx in range(n_segments):
+        if seg_idx in existing:
+            pass  # metric already exists; association is still valid
+        else:
+            # Create new IfcMetric + IfcRelAssociatesConstraint
+            # DataValue is IfcMetricValueSelect (entity-only SELECT in IFC4) — omit it;
+            # the measured distance is derivable from the anchor pt fields.
+            metric = file.create_entity(
+                "IfcMetric",
+                Name=f"seg_{seg_idx}",
+                ConstraintGrade="ADVISORY",
+                Benchmark="EQUALTO",
+            )
+            # Gather related products for this segment (the two anchor elements)
+            related: list[ifcopenshell.entity_instance] = [annotation]
+            for anchor_idx in (seg_idx, seg_idx + 1):
+                if anchor_idx < len(anchors):
+                    guid = anchors[anchor_idx].get("guid")
+                    if guid and guid not in seen_guids:
+                        try:
+                            elem = file.by_guid(guid)
+                            related.append(elem)
+                            seen_guids.add(guid)
+                        except Exception:
+                            pass
+
+            file.create_entity(
+                "IfcRelAssociatesConstraint",
+                GlobalId=ifcopenshell.guid.new(),
+                OwnerHistory=ifcopenshell.api.owner.create_owner_history(file),
+                Intent=f"{_METRIC_INTENT_PREFIX}{seg_idx}",
+                RelatingConstraint=metric,
+                RelatedObjects=related,
+            )
+
+    # Remove orphaned metrics for segments that no longer exist
+    for seg_idx, metric in existing.items():
+        if seg_idx >= n_segments:
+            for rel in file.get_inverse(metric):
+                if rel.is_a("IfcRelAssociatesConstraint"):
+                    file.remove(rel)
+            file.remove(metric)
+
+
+def _dist(a: tuple, b: tuple) -> float:
+    return math.sqrt((a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 2 + (a[2] - b[2]) ** 2)
diff --git a/src/ifcopenshell-python/ifcopenshell/api/drawing/resolve_anchor.py b/src/ifcopenshell-python/ifcopenshell/api/drawing/resolve_anchor.py
new file mode 100644
index 0000000000..260183b6e2
--- /dev/null
+++ b/src/ifcopenshell-python/ifcopenshell/api/drawing/resolve_anchor.py
@@ -0,0 +1,696 @@
+# IfcOpenShell - IFC toolkit and geometry engine
+# Copyright (C) 2021 Dion Moult <dion@thinkmoult.com>
+#
+# This file is part of IfcOpenShell.
+#
+# IfcOpenShell is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# IfcOpenShell is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with IfcOpenShell.  If not, see <http://www.gnu.org/licenses/>.
+
+"""Resolve a parametric dimension anchor to a world-space coordinate in metres.
+
+NOTE ON COORDINATE SPACE
+ifcopenshell.geom.create_shape() always outputs geometry in **metres** (its
+internal unit), regardless of the IFC project's declared length unit (feet, mm,
+etc.).  All anchor coordinates (``pt``, ``hint``, fingerprint ``centroid``) are
+therefore stored in metres, which is also Blender world space.  The IFC
+project's unit_scale is NOT applied here.  Callers that need IFC project units
+must divide by ``ifcopenshell.util.unit.calculate_unit_scale(file)`` themselves.
+
+Anchor schema (JSON-serialisable dict stored in BBIM_DimensionTarget.Anchors):
+
+  {
+    "guid":  str | None,   # element GlobalId; None → WORLD type (free point)
+    "type":  str,          # "FACE" | "CIRCLE_CENTER" | "WORLD"
+    "addr":  {
+      "method":      str,  # "ANALYTIC" | "TESS_INDEX" | "TESS_FINGERPRINT"
+      "repr_id":     int,  # STEP id of representation item (ANALYTIC / TESS_INDEX)
+      "repr_type":   str,  # IFC class of representation item
+      "face_role":   str,  # "TOP" | "BOTTOM" | "SIDE_<n>" (IfcExtrudedAreaSolid only)
+      "tess_index":  int,  # coplanar face-group index (-1 = skip)
+      "fingerprint": {
+        "normal":    [x, y, z],  # world-space unit normal (IFC project units)
+        "area":      float,      # total face area
+        "centroid":  [x, y, z]   # area-weighted centroid
+      }
+    } | None,
+    "hint":  [x, y, z] | None,  # original click position for disambiguation
+    "pt":    [x, y, z]           # last resolved position — used as fallback
+  }
+"""
+
+from __future__ import annotations
+
+import math
+from typing import Optional
+
+import ifcopenshell
+import ifcopenshell.geom
+import ifcopenshell.util.placement
+import ifcopenshell.util.unit
+
+
+# ---------------------------------------------------------------------------
+# Public API
+# ---------------------------------------------------------------------------
+
+
+def resolve_anchor(
+    file: ifcopenshell.file,
+    anchor: dict,
+    settings: Optional[ifcopenshell.geom.settings] = None,
+    shape_cache: Optional[dict] = None,
+    placement_override: Optional[dict] = None,
+) -> Optional[tuple[float, float, float]]:
+    """Resolve an anchor dict to a world-space point in metres.
+
+    Resolution order:
+      1. WORLD / null guid → return stored ``pt`` directly.
+      2. ANALYTIC for IfcExtrudedAreaSolid → analytical TOP/BOTTOM face centre.
+      3. TESS_INDEX → centroid of a pre-recorded face group by index.
+      4. TESS_FINGERPRINT → best face group matched by normal + centroid proximity.
+      5. Fallback → stored ``pt``.
+
+    :param file: The open IFC file.
+    :param anchor: Anchor descriptor dict.
+    :param settings: ifcopenshell.geom settings; created automatically when None.
+    :param shape_cache: Mutable dict keyed by element STEP id to cache shapes.
+    :param placement_override: Optional dict mapping element STEP id → 4×4 numpy
+        matrix (row-major, metres).  When provided, this matrix is used instead of
+        ``element.ObjectPlacement`` for the local→world transform.  Pass the
+        Blender object's ``matrix_world`` here so that elements moved in the
+        viewport but not yet explicitly synced to IFC are handled correctly.
+    :return: ``(x, y, z)`` in metres, or ``None``.
+    """
+    anchor_type = anchor.get("type", "WORLD")
+    guid = anchor.get("guid")
+
+    if anchor_type == "WORLD" or not guid:
+        return _pt_or_none(anchor.get("pt"))
+
+    try:
+        element = file.by_guid(guid)
+    except Exception:
+        return _pt_or_none(anchor.get("pt"))
+
+    addr = anchor.get("addr") or {}
+    method = addr.get("method", "TESS_FINGERPRINT")
+
+    # --- 1. Analytical path (fast, exact) ---
+    if method == "ANALYTIC" and addr.get("repr_type") == "IfcExtrudedAreaSolid":
+        pt = _resolve_extruded_area_solid_analytic(file, element, addr, placement_override)
+        if pt is not None:
+            return pt
+
+    # --- 2 & 3. Tessellation path (universal) ---
+    shape = _get_shape(file, element, settings, shape_cache)
+    if shape is None:
+        return _pt_or_none(anchor.get("pt"))
+
+    verts, tris = _extract_mesh(shape)
+    if not tris:
+        return _pt_or_none(anchor.get("pt"))
+
+    groups = _group_coplanar_tris(verts, tris)
+    group_props = [_face_group_props(g, verts, tris) for g in groups]
+
+    # group_props centroids/normals are in LOCAL metres (no USE_WORLD_COORDS).
+    # Build world-space equivalents using placement_override (Blender matrix_world)
+    # when available, otherwise fall back to element.ObjectPlacement from IFC.
+    world_group_props = [
+        {
+            "centroid": _local_to_world_m(file, element, gp["centroid"], placement_override),
+            "normal": _rotate_local_to_world(element, gp["normal"], placement_override),
+            "area": gp["area"],
+        }
+        for gp in group_props
+    ]
+
+    # TESS_INDEX (fast, index into the cached face-group list)
+    tess_index = addr.get("tess_index", -1)
+    if 0 <= tess_index < len(groups):
+        return world_group_props[tess_index]["centroid"]
+
+    # TESS_FINGERPRINT (robust across topology changes)
+    fingerprint = addr.get("fingerprint")
+    hint = anchor.get("hint")
+    if fingerprint:
+        pt = _find_by_fingerprint(world_group_props, fingerprint, hint)
+        if pt is not None:
+            return pt
+
+    return _pt_or_none(anchor.get("pt"))
+
+
+def build_anchor_from_hit(
+    file: ifcopenshell.file,
+    element: ifcopenshell.entity_instance,
+    hit_location_ifc: tuple[float, float, float],
+    hit_normal_ifc: tuple[float, float, float],
+    settings: Optional[ifcopenshell.geom.settings] = None,
+    shape_cache: Optional[dict] = None,
+    placement_override: Optional[dict] = None,
+) -> dict:
+    """Build an anchor dict from a viewport ray-cast hit.
+
+    Tessellates the element, finds the best-matching face group for the hit
+    normal/location, computes the fingerprint, and optionally detects an
+    IfcExtrudedAreaSolid face role (TOP/BOTTOM) for the analytical path.
+
+    :param file: The open IFC file.
+    :param element: The IFC element that was hit.
+    :param hit_location_ifc: Hit point in metres (world space).
+    :param hit_normal_ifc: Face normal at the hit point (world space, unit vec).
+    :param settings: Geometry settings for tessellation.
+    :param shape_cache: Mutable shape-cache dict.
+    :param placement_override: Optional dict mapping element STEP id → 4×4 numpy
+        matrix (metres).  See ``resolve_anchor`` for details.
+    :return: Anchor dict ready for JSON serialisation into BBIM_DimensionTarget.
+    """
+    shape = _get_shape(file, element, settings, shape_cache)
+
+    tess_index = -1
+    fingerprint: dict = {
+        "normal": list(hit_normal_ifc),
+        "area": 0.0,
+        "centroid": list(hit_location_ifc),
+    }
+
+    if shape is not None:
+        verts, tris = _extract_mesh(shape)
+        groups = _group_coplanar_tris(verts, tris)
+        local_group_props = [_face_group_props(g, verts, tris) for g in groups]
+        world_group_props = [
+            {
+                "centroid": _local_to_world_m(file, element, gp["centroid"], placement_override),
+                "normal": _rotate_local_to_world(element, gp["normal"], placement_override),
+                "area": gp["area"],
+            }
+            for gp in local_group_props
+        ]
+        best = _best_group(world_group_props, hit_normal_ifc, hit_location_ifc)
+        if best is not None:
+            tess_index, props = best
+            fingerprint = {
+                "normal": list(props["normal"]),
+                "area": props["area"],
+                "centroid": list(props["centroid"]),
+            }
+
+    repr_type, repr_id, face_role = _detect_extruded_face(file, element, hit_location_ifc, hit_normal_ifc)
+    method = "ANALYTIC" if repr_type == "IfcExtrudedAreaSolid" else "TESS_FINGERPRINT"
+
+    return {
+        "guid": element.GlobalId,
+        "type": "FACE",
+        "addr": {
+            "method": method,
+            "repr_id": repr_id,
+            "repr_type": repr_type,
+            "face_role": face_role,
+            "tess_index": tess_index,
+            "fingerprint": fingerprint,
+        },
+        "hint": list(hit_location_ifc),
+        "pt": list(hit_location_ifc),
+    }
+
+
+def make_world_anchor(pt_ifc: tuple[float, float, float]) -> dict:
+    """Build a free-floating (WORLD) anchor — not connected to any element."""
+    return {
+        "guid": None,
+        "type": "WORLD",
+        "addr": None,
+        "hint": None,
+        "pt": list(pt_ifc),
+    }
+
+
+# ---------------------------------------------------------------------------
+# Mesh extraction helpers
+# ---------------------------------------------------------------------------
+
+
+def _get_shape(file, element, settings, shape_cache):
+    if shape_cache is None:
+        shape_cache = {}
+    elem_id = element.id()
+    if elem_id in shape_cache:
+        return shape_cache[elem_id]
+
+    if settings is None:
+        settings = ifcopenshell.geom.settings()
+        # Do NOT set USE_WORLD_COORDS — tessellate in local (element-origin) space.
+        # The geom kernel caches by representation ID; with USE_WORLD_COORDS=True,
+        # moving an element would return stale world-space coords from the cache.
+        # We apply the current placement manually via placement_override.
+        settings.set("APPLY_DEFAULT_MATERIALS", False)
+
+    try:
+        shape = ifcopenshell.geom.create_shape(settings, element)
+    except Exception:
+        shape = None
+
+    shape_cache[elem_id] = shape
+    return shape
+
+
+def _local_to_world_m(
+    file: ifcopenshell.file,
+    element: ifcopenshell.entity_instance,
+    local_pt_m: tuple,
+    placement_override: Optional[dict] = None,
+) -> tuple[float, float, float]:
+    """Convert a local-space point (metres, from create_shape without USE_WORLD_COORDS)
+    to a world-space point in metres.
+
+    When *placement_override* contains the element's STEP id, that 4×4 matrix
+    (row-major, already in metres — typically ``np.array(obj.matrix_world)``) is
+    used instead of reading ``element.ObjectPlacement`` from the IFC file.  This
+    ensures that elements moved in the Blender viewport but not yet explicitly
+    synced to IFC (via "Edit Object Placement") are handled correctly.
+
+    Without an override, falls back to ``get_local_placement`` which reads the IFC
+    placement and scales IFC-unit translation to metres via ``unit_scale``.
+    """
+    x, y, z = float(local_pt_m[0]), float(local_pt_m[1]), float(local_pt_m[2])
+    if placement_override is not None and element.id() in placement_override:
+        m = placement_override[element.id()]  # 4×4, metres, row-major
+        return (
+            float(m[0][0] * x + m[0][1] * y + m[0][2] * z + m[0][3]),
+            float(m[1][0] * x + m[1][1] * y + m[1][2] * z + m[1][3]),
+            float(m[2][0] * x + m[2][1] * y + m[2][2] * z + m[2][3]),
+        )
+    unit_scale = ifcopenshell.util.unit.calculate_unit_scale(file)
+    m = ifcopenshell.util.placement.get_local_placement(element.ObjectPlacement)
+    return (
+        float(m[0][0] * x + m[0][1] * y + m[0][2] * z + m[0][3] * unit_scale),
+        float(m[1][0] * x + m[1][1] * y + m[1][2] * z + m[1][3] * unit_scale),
+        float(m[2][0] * x + m[2][1] * y + m[2][2] * z + m[2][3] * unit_scale),
+    )
+
+
+def _rotate_local_to_world(
+    element: ifcopenshell.entity_instance,
+    local_vec: tuple,
+    placement_override: Optional[dict] = None,
+) -> tuple[float, float, float]:
+    """Rotate a direction vector from local to world space (no translation)."""
+    x, y, z = float(local_vec[0]), float(local_vec[1]), float(local_vec[2])
+    if placement_override is not None and element.id() in placement_override:
+        m = placement_override[element.id()]
+        return (
+            float(m[0][0] * x + m[0][1] * y + m[0][2] * z),
+            float(m[1][0] * x + m[1][1] * y + m[1][2] * z),
+            float(m[2][0] * x + m[2][1] * y + m[2][2] * z),
+        )
+    m = ifcopenshell.util.placement.get_local_placement(element.ObjectPlacement)
+    return (
+        float(m[0][0] * x + m[0][1] * y + m[0][2] * z),
+        float(m[1][0] * x + m[1][1] * y + m[1][2] * z),
+        float(m[2][0] * x + m[2][1] * y + m[2][2] * z),
+    )
+
+
+def _extract_mesh(shape) -> tuple[list[tuple], list[tuple]]:
+    """Return (verts, tris) from a tessellated shape."""
+    vf = shape.geometry.verts
+    ff = shape.geometry.faces
+    verts = [(vf[i * 3], vf[i * 3 + 1], vf[i * 3 + 2]) for i in range(len(vf) // 3)]
+    tris = [(ff[i * 3], ff[i * 3 + 1], ff[i * 3 + 2]) for i in range(len(ff) // 3)]
+    return verts, tris
+
+
+# ---------------------------------------------------------------------------
+# Coplanar face grouping
+# ---------------------------------------------------------------------------
+
+_NORMAL_THRESHOLD = 0.005   # max angle deviation between coplanar normals (~0.3°)
+_PLANE_THRESHOLD = 1e-4     # max distance from origin along normal (metres — matches geom output)
+
+
+def _tri_normal(v0, v1, v2) -> tuple[float, float, float]:
+    ax, ay, az = v1[0] - v0[0], v1[1] - v0[1], v1[2] - v0[2]
+    bx, by, bz = v2[0] - v0[0], v2[1] - v0[1], v2[2] - v0[2]
+    nx = ay * bz - az * by
+    ny = az * bx - ax * bz
+    nz = ax * by - ay * bx
+    mag = math.sqrt(nx * nx + ny * ny + nz * nz)
+    if mag < 1e-12:
+        return (0.0, 0.0, 0.0)
+    return (nx / mag, ny / mag, nz / mag)
+
+
+def _dot(a, b) -> float:
+    return a[0] * b[0] + a[1] * b[1] + a[2] * b[2]
+
+
+def _group_coplanar_tris(verts: list, tris: list) -> list[list[int]]:
+    """Group triangle indices whose faces are coplanar (same normal + plane)."""
+    n_tris = len(tris)
+    normals: list[tuple] = []
+    plane_d: list[float] = []
+
+    for a, b, c in tris:
+        n = _tri_normal(verts[a], verts[b], verts[c])
+        normals.append(n)
+        # plane distance: n · centroid
+        cx = (verts[a][0] + verts[b][0] + verts[c][0]) / 3
+        cy = (verts[a][1] + verts[b][1] + verts[c][1]) / 3
+        cz = (verts[a][2] + verts[b][2] + verts[c][2]) / 3
+        plane_d.append(n[0] * cx + n[1] * cy + n[2] * cz)
+
+    assigned = [False] * n_tris
+    groups: list[list[int]] = []
+
+    for i in range(n_tris):
+        if assigned[i]:
+            continue
+        group = [i]
+        assigned[i] = True
+        ni, di = normals[i], plane_d[i]
+        if ni == (0.0, 0.0, 0.0):
+            groups.append(group)
+            continue
+        for j in range(i + 1, n_tris):
+            if assigned[j]:
+                continue
+            nj, dj = normals[j], plane_d[j]
+            if nj == (0.0, 0.0, 0.0):
+                continue
+            dot_val = _dot(ni, nj)  # signed — opposite normals (dot≈-1) must NOT merge
+            if dot_val > 1.0 - _NORMAL_THRESHOLD and abs(di - dj) < _PLANE_THRESHOLD:
+                group.append(j)
+                assigned[j] = True
+        groups.append(group)
+
+    return groups
+
+
+def _tri_area(v0, v1, v2) -> float:
+    ax, ay, az = v1[0] - v0[0], v1[1] - v0[1], v1[2] - v0[2]
+    bx, by, bz = v2[0] - v0[0], v2[1] - v0[1], v2[2] - v0[2]
+    cx = ay * bz - az * by
+    cy = az * bx - ax * bz
+    cz = ax * by - ay * bx
+    return 0.5 * math.sqrt(cx * cx + cy * cy + cz * cz)
+
+
+def _face_group_props(group: list[int], verts: list, tris: list) -> dict:
+    """Compute normal, total area, and area-weighted centroid for a face group."""
+    total_area = 0.0
+    wx = wy = wz = 0.0
+    nx = ny = nz = 0.0
+
+    for idx in group:
+        a, b, c = tris[idx]
+        va, vb, vc = verts[a], verts[b], verts[c]
+        area = _tri_area(va, vb, vc)
+        total_area += area
+        cx = (va[0] + vb[0] + vc[0]) / 3
+        cy = (va[1] + vb[1] + vc[1]) / 3
+        cz = (va[2] + vb[2] + vc[2]) / 3
+        wx += cx * area
+        wy += cy * area
+        wz += cz * area
+        n = _tri_normal(va, vb, vc)
+        nx += n[0] * area
+        ny += n[1] * area
+        nz += n[2] * area
+
+    if total_area < 1e-12:
+        return {"normal": (0.0, 0.0, 1.0), "area": 0.0, "centroid": (wx, wy, wz)}
+
+    centroid = (wx / total_area, wy / total_area, wz / total_area)
+
+    mag = math.sqrt(nx * nx + ny * ny + nz * nz)
+    if mag > 1e-12:
+        normal: tuple[float, ...] = (nx / mag, ny / mag, nz / mag)
+    else:
+        normal = (0.0, 0.0, 1.0)
+
+    return {"normal": normal, "area": total_area, "centroid": centroid}
+
+
+# ---------------------------------------------------------------------------
+# Fingerprint matching
+# ---------------------------------------------------------------------------
+
+_NORMAL_MATCH_THRESHOLD = 0.02    # max dot-product deviation for normal match
+_CENTROID_MAX_DIST = 10.0         # max IFC-unit distance for centroid proximity
+
+
+def _dist(a, b) -> float:
+    return math.sqrt((a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 2 + (a[2] - b[2]) ** 2)
+
+
+def _find_by_fingerprint(
+    group_props: list[dict],
+    fingerprint: dict,
+    hint: Optional[list],
+) -> Optional[tuple[float, float, float]]:
+    """Return the centroid of the best-matching face group."""
+    fp_normal = fingerprint["normal"]
+    fp_centroid = fingerprint["centroid"]
+
+    best_score = -1.0
+    best_centroid = None
+
+    for props in group_props:
+        dot_val = _dot(props["normal"], fp_normal)
+        if dot_val < 1.0 - _NORMAL_MATCH_THRESHOLD:
+            continue  # wrong-facing face
+
+        # Score: prefer face whose centroid is closest to stored fingerprint centroid,
+        # then to the original click hint.
+        centroid_dist = _dist(props["centroid"], fp_centroid)
+        if centroid_dist > _CENTROID_MAX_DIST:
+            continue
+
+        score = dot_val - centroid_dist / _CENTROID_MAX_DIST * 0.3
+        if hint:
+            hint_dist = _dist(props["centroid"], hint)
+            score -= hint_dist / _CENTROID_MAX_DIST * 0.1
+
+        if score > best_score:
+            best_score = score
+            best_centroid = props["centroid"]
+
+    return best_centroid
+
+
+def _best_group(
+    group_props: list[dict],
+    hit_normal: tuple,
+    hit_location: tuple,
+) -> Optional[tuple[int, dict]]:
+    """Return (index, props) for the best face group matching a ray-cast hit."""
+    best_score = -1.0
+    best = None
+
+    for i, props in enumerate(group_props):
+        dot_val = _dot(props["normal"], hit_normal)
+        if dot_val < 1.0 - _NORMAL_MATCH_THRESHOLD:
+            continue
+        dist = _dist(props["centroid"], hit_location)
+        score = dot_val - dist / max(_CENTROID_MAX_DIST, 0.001) * 0.2
+        if score > best_score:
+            best_score = score
+            best = (i, props)
+
+    return best
+
+
+# ---------------------------------------------------------------------------
+# Analytical resolution — IfcExtrudedAreaSolid TOP / BOTTOM
+# ---------------------------------------------------------------------------
+
+
+def _resolve_extruded_area_solid_analytic(
+    file: ifcopenshell.file,
+    element: ifcopenshell.entity_instance,
+    addr: dict,
+    placement_override: Optional[dict] = None,
+) -> Optional[tuple[float, float, float]]:
+    """Analytically resolve TOP or BOTTOM face centre of an IfcExtrudedAreaSolid."""
+    face_role = addr.get("face_role", "")
+    if face_role not in ("TOP", "BOTTOM"):
+        return None
+
+    repr_id = addr.get("repr_id")
+    if not repr_id:
+        return None
+
+    try:
+        solid = file.by_id(repr_id)
+    except Exception:
+        return None
+
+    if not solid.is_a("IfcExtrudedAreaSolid"):
+        return None
+
+    try:
+        profile_centroid_local = _profile_centroid(solid.SweptArea)
+        dir_ratios = solid.ExtrudedDirection.DirectionRatios
+        depth = solid.Depth
+
+        mag = math.sqrt(sum(d * d for d in dir_ratios))
+        if mag < 1e-12:
+            return None
+        dir_vec = tuple(d / mag for d in dir_ratios)
+
+        px = profile_centroid_local[0] + dir_vec[0] * (depth if face_role == "TOP" else 0.0)
+        py = profile_centroid_local[1] + dir_vec[1] * (depth if face_role == "TOP" else 0.0)
+        pz = dir_vec[2] * (depth if face_role == "TOP" else 0.0)
+
+        if solid.Position:
+            local_pt = _apply_axis2placement3d(solid.Position, (px, py, pz))
+        else:
+            local_pt = (px, py, pz)
+
+        # Apply element placement — use placement_override (Blender matrix_world, metres)
+        # when available so that unsync'd viewport moves are reflected.
+        return _local_to_world_m(file, element, local_pt, placement_override)
+    except Exception:
+        return None
+
+
+def _profile_centroid(profile) -> tuple[float, float]:
+    """Return (x, y) centroid of a profile def in its local 2D space."""
+    if profile.is_a("IfcRectangleProfileDef"):
+        pos = profile.Position
+        if pos:
+            loc = pos.Location
+            return (loc.Coordinates[0], loc.Coordinates[1])
+        return (0.0, 0.0)
+    if profile.is_a("IfcCircleProfileDef"):
+        pos = profile.Position
+        if pos:
+            loc = pos.Location
+            return (loc.Coordinates[0], loc.Coordinates[1])
+        return (0.0, 0.0)
+    # Fallback for arbitrary profiles — use position location if available
+    if hasattr(profile, "Position") and profile.Position:
+        loc = profile.Position.Location
+        return (loc.Coordinates[0], loc.Coordinates[1])
+    return (0.0, 0.0)
+
+
+def _apply_axis2placement3d(placement, pt: tuple) -> tuple[float, float, float]:
+    """Apply an IfcAxis2Placement3D to a local point."""
+    loc = placement.Location.Coordinates
+    ox, oy, oz = float(loc[0]), float(loc[1]), float(loc[2])
+
+    # Z axis (extrusion direction in placement space)
+    if placement.Axis:
+        zr = placement.Axis.DirectionRatios
+        zx, zy, zz = float(zr[0]), float(zr[1]), float(zr[2])
+    else:
+        zx, zy, zz = 0.0, 0.0, 1.0
+
+    # X axis (ref direction)
+    if placement.RefDirection:
+        xr = placement.RefDirection.DirectionRatios
+        xx, xy, xz = float(xr[0]), float(xr[1]), float(xr[2])
+    else:
+        xx, xy, xz = 1.0, 0.0, 0.0
+
+    # Y axis = Z × X
+    yx = zy * xz - zz * xy
+    yy = zz * xx - zx * xz
+    yz = zx * xy - zy * xx
+
+    px, py, pz = pt
+    return (
+        ox + px * xx + py * yx + pz * zx,
+        oy + px * xy + py * yy + pz * zy,
+        oz + px * xz + py * yz + pz * zz,
+    )
+
+
+def _mat_apply(m, pt: tuple) -> tuple[float, float, float]:
+    """Apply a 4×4 numpy placement matrix to a point."""
+    x, y, z = float(pt[0]), float(pt[1]), float(pt[2])
+    return (
+        float(m[0][0] * x + m[0][1] * y + m[0][2] * z + m[0][3]),
+        float(m[1][0] * x + m[1][1] * y + m[1][2] * z + m[1][3]),
+        float(m[2][0] * x + m[2][1] * y + m[2][2] * z + m[2][3]),
+    )
+
+
+# ---------------------------------------------------------------------------
+# IfcExtrudedAreaSolid face role detection
+# ---------------------------------------------------------------------------
+
+
+def _detect_extruded_face(
+    file: ifcopenshell.file,
+    element: ifcopenshell.entity_instance,
+    hit_location: tuple,
+    hit_normal: tuple,
+) -> tuple[str, int, str]:
+    """Try to identify if the hit face is a TOP or BOTTOM of an IfcExtrudedAreaSolid.
+
+    Returns (repr_type, repr_id, face_role).
+    repr_type is empty string if not detected as extruded solid.
+    """
+    if not hasattr(element, "Representation") or not element.Representation:
+        return ("", -1, "")
+
+    for rep in element.Representation.Representations:
+        for item in rep.Items:
+            solid = _unwrap_mapped(item)
+            if not solid or not solid.is_a("IfcExtrudedAreaSolid"):
+                continue
+            role = _extruded_face_role(solid, hit_normal)
+            if role:
+                return ("IfcExtrudedAreaSolid", solid.id(), role)
+
+    return ("", -1, "")
+
+
+def _unwrap_mapped(item):
+    """Unwrap IfcMappedItem to its underlying representation item (first item)."""
+    if item.is_a("IfcMappedItem"):
+        items = item.MappingSource.MappedRepresentation.Items
+        return items[0] if items else None
+    return item
+
+
+def _extruded_face_role(solid, hit_normal: tuple) -> str:
+    """Return 'TOP', 'BOTTOM', or '' based on whether hit_normal aligns with extrusion."""
+    try:
+        dr = solid.ExtrudedDirection.DirectionRatios
+        mag = math.sqrt(sum(d * d for d in dr))
+        if mag < 1e-12:
+            return ""
+        extrude_dir = tuple(d / mag for d in dr)
+        dot_val = _dot(extrude_dir, hit_normal)
+        if dot_val > 0.99:
+            return "TOP"
+        if dot_val < -0.99:
+            return "BOTTOM"
+    except Exception:
+        pass
+    return ""
+
+
+# ---------------------------------------------------------------------------
+# Misc helpers
+# ---------------------------------------------------------------------------
+
+
+def _pt_or_none(pt) -> Optional[tuple[float, float, float]]:
+    if pt:
+        return (float(pt[0]), float(pt[1]), float(pt[2]))
+    return None