Build an IFC Construction Handover Asset Registry
Extract spatial containment and equipment metadata from IFC handover models using IfcOpenShell. Audit mandatory asset documentation fields and generate structured computerized maintenance management records.
What you are building
The core problem, expected build, and operating context for this challenge.
Extract spatial containment and equipment metadata from IFC handover models using IfcOpenShell. Audit mandatory asset documentation fields and generate structured computerized maintenance management records.
Facility Operations Handover Manager
Upload an IFC building handover file through the operational web dashboard.
Parse building storeys and MEP equipment entities using IfcOpenShell.
Validate required asset tags and maintenance property sets against handover specifications.
Export audited asset inventory records to a simulated computerized maintenance management database.
Browser-based facility handover workbench displaying spatial hierarchy trees, property validation status tables, and an asset export button.
Download open-source sample building IFC models from the official IfcOpenShell academy repository without authentication restrictions. Starter examples below are synthetic. They are not downloaded records.
IfcOpenShell Uses IfcOpenShell python parsing of IFC equipment elements and ifcfm property extraction routines.
pydantic-ai, ifcopenshell, fastapi. Pydantic AI guarantees type validation and strict schema enforcement for required equipment maintenance attributes. Fast hosted instruction model via API for attribute discrepancy reporting and missing tag resolution.
Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.
Parses IfcFlowTerminal and IfcEnergyConversionDevice elements successfully.
Detects missing serial number or manufacturer attributes in property sets.
Outputs valid structured asset registry records adhering to target schema.
```json [ { "input": { "model_id": "bldg_01_handover.ifc", "element": { "global_id": "2O2$4_zelEkqRuhXD8HGvg", "entity_type": "IfcPump", "name": "Chilled Water Primary Pump 1", "storey": "Basement Level 1", "property_sets": { "Pset_PumpOccurrence": { "SerialNumber": "PUMP-CHW-8831", "Manufacturer": "FluidDynamics Corp" } } } }, "expected_output": { "asset_id": "PUMP-CHW-8831", "entity_type": "IfcPump", "location": "Basement Level 1", "compliance_status": "PASS", "missing_fields": [], "cmms_ready": true } }, { "input": { "model_id": "bldg_02_handover.ifc", "element": { "global_id": "1A2B3C4D5E6F7G8H9I0JKL", "entity_type": "IfcAirHandlingUnit", "name": "Rooftop AHU 4", "storey": "Roof", "property_sets": { "Pset_AirHandlingUnitOccurrence": { "SerialNumber": null, "Manufacturer": "" } } } }, "expected_output": { "asset_id": "UNKNOWN", "entity_type": "IfcAirHandlingUnit", "location": "Roof", "compliance_status": "FAIL", "missing_fields": [ "SerialNumber", "Manufacturer" ], "cmms_ready": false } } ] ```
External writes to facility management databases are simulated. Requires human sign-off before official closeout approval. Use mock external writes. Require human review before any real deployment.
Participation guide
External writes to facility management databases are simulated. Requires human sign-off before official closeout approval. Use mock external writes and human review.
How work is evaluated
Parses IfcFlowTerminal and IfcEnergyConversionDevice elements successfully. Detects missing serial number or manufacturer attributes in property sets. Outputs valid structured asset registry records adhering to target schema.
Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Complete workflow
Upload an IFC building handover file through the operational web dashboard. Parse building storeys and MEP equipment entities using IfcOpenShell. Validate required asset tags and maintenance property sets against handover specifications. Export audited asset inventory records to a simulated computerized maintenance management database.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Parses IfcFlowTerminal and IfcEnergyConversionDevice elements successfully. Detects missing serial number or manufacturer attributes in property sets. Outputs valid structured asset registry records adhering to target schema.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Browser-based facility handover workbench displaying spatial hierarchy trees, property validation status tables, and an asset export button.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
External writes to facility management databases are simulated. Requires human sign-off before official closeout approval.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Upload an IFC building handover file through the operational web dashboard.
Parse building storeys and MEP equipment entities using IfcOpenShell.
Validate required asset tags and maintenance property sets against handover specifications.
Export audited asset inventory records to a simulated computerized maintenance management database.
Reference links and supporting material
Download open-source sample building IFC models from the official IfcOpenShell academy repository without authentication restrictions. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Pydantic AI
Typed Python agent framework.
Evaluated output
No output checks are configured.
- Upload an IFC building handover file through the operational web dashboard. Parse building storeys and MEP...
- Parses IfcFlowTerminal and IfcEnergyConversionDevice elements successfully. Detects missing serial number o...
- Browser-based facility handover workbench displaying spatial hierarchy trees, property validation status ta...
- 2 public reference cases
- 2 configured tools
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- Pydantic AI · Optional
- Pydantic AI · Optional
Evaluation contract
- Complete workflow · Weight 40
- Correctness and evidence · Weight 30
- Review interface · Weight 20
- Safe execution · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.