Build a Procurement Bidder Credential Expiry and Watchlist Auditor
Cross-reference public tender award records in OCDS format against supplier registries and watchlists. Flag expired vendor licenses and screening hits before final procurement sign-off.
What you are building
The core problem, expected build, and operating context for this challenge.
Cross-reference public tender award records in OCDS format against supplier registries and watchlists. Flag expired vendor licenses and screening hits before final procurement sign-off.
Public procurement integrity officer
Ingest public procurement tender and award packages formatted according to OCDS release schema specs.
Extract winning bidder parties, identifiers, and associated licensing credentials.
Check bidder tax and operational credentials against expiry schedules using local Frictionless metadata.
Screen bidders against FollowTheMoney watchlists and assemble an integrity audit sign-off card.
Dashboard showing tender award cards, credential expiry alerts, watchlist match badges, and audit export buttons.
Generate 25 synthetic OCDS release packages combined with mock supplier credential registers. Starter examples below are synthetic. They are not downloaded records.
Open Contracting Data Standard Adheres to the Open Contracting Data Standard release schema for parties, awards, and tender blocks.
crewai, pydantic, fastapi. CrewAI coordinates distinct specialist agent personas for schema extraction, credential audit, and sanctions triage. Hosted generalist LLM for multi-agent reasoning over procurement tender data.
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.
Extracts party and award blocks from valid OCDS JSON releases.
Detects supplier credential expiration against the procurement award date.
Generates an immutable audit sign-off artifact recording credential validity and watchlist status.
```json [ { "input": { "ocid": "ocds-213kz-0091", "release_id": "REL-9102", "date": "2024-04-10T10:00:00Z", "tag": [ "award" ], "awards": [ { "id": "AWD-1", "suppliers": [ { "id": "SUP-882", "name": "Borealis Infrastructure Corp" } ] } ], "supplier_registry": { "SUP-882": { "tax_clearance_expiry": "2024-03-01", "operating_license_expiry": "2025-01-01", "watchlist_hit": false } } }, "expected_output": { "ocid": "ocds-213kz-0091", "award_id": "AWD-1", "supplier_name": "Borealis Infrastructure Corp", "compliance_verdict": "NON_COMPLIANT", "findings": [ "Tax clearance certificate expired prior to award date (expired 2024-03-01)." ], "integrity_sign_off": "BLOCKED_PENDING_RECERTIFICATION" } }, { "input": { "ocid": "ocds-213kz-0092", "release_id": "REL-9103", "date": "2024-04-12T14:00:00Z", "tag": [ "award" ], "awards": [ { "id": "AWD-2", "suppliers": [ { "id": "SUP-101", "name": "Vanguard Public Works Ltd" } ] } ], "supplier_registry": { "SUP-101": { "tax_clearance_expiry": "2024-12-31", "operating_license_expiry": "2025-06-30", "watchlist_hit": false } } }, "expected_output": { "ocid": "ocds-213kz-0092", "award_id": "AWD-2", "supplier_name": "Vanguard Public Works Ltd", "compliance_verdict": "COMPLIANT", "findings": [], "integrity_sign_off": "APPROVED" } } ] ```
Operates as a pre-award administrative audit pipeline; does not disburse public funds or bind procurement contracts. Use mock external writes. Require human review before any real deployment.
Participation guide
Operates as a pre-award administrative audit pipeline; does not disburse public funds or bind procurement contracts. Use mock external writes and human review.
How work is evaluated
Extracts party and award blocks from valid OCDS JSON releases. Detects supplier credential expiration against the procurement award date. Generates an immutable audit sign-off artifact recording credential validity and watchlist status.
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
Ingest public procurement tender and award packages formatted according to OCDS release schema specs. Extract winning bidder parties, identifiers, and associated licensing credentials. Check bidder tax and operational credentials against expiry schedules using local Frictionless metadata. Screen bidders against FollowTheMoney watchlists and assemble an integrity audit sign-off card.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Extracts party and award blocks from valid OCDS JSON releases. Detects supplier credential expiration against the procurement award date. Generates an immutable audit sign-off artifact recording credential validity and watchlist status.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Dashboard showing tender award cards, credential expiry alerts, watchlist match badges, and audit export buttons.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Operates as a pre-award administrative audit pipeline; does not disburse public funds or bind procurement contracts.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Ingest public procurement tender and award packages formatted according to OCDS release schema specs.
Extract winning bidder parties, identifiers, and associated licensing credentials.
Check bidder tax and operational credentials against expiry schedules using local Frictionless metadata.
Screen bidders against FollowTheMoney watchlists and assemble an integrity audit sign-off card.
Reference links and supporting material
Generate 25 synthetic OCDS release packages combined with mock supplier credential registers. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
crewAI
Multi-agent orchestration framework
Evaluated output
No output checks are configured.
- Ingest public procurement tender and award packages formatted according to OCDS release schema specs. Extra...
- Extracts party and award blocks from valid OCDS JSON releases. Detects supplier credential expiration again...
- Dashboard showing tender award cards, credential expiry alerts, watchlist match badges, and audit export bu...
- 2 public reference cases
- 1 configured tool
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
- crewAI · 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.