Build a Frictionless Vendor Onboarding and Yente Assessor
Validate tabular vendor onboarding submissions using Frictionless data schemas and screen normalized records against local Yente endpoints. Generate structured pre-activation compliance packets.
What you are building
The core problem, expected build, and operating context for this challenge.
Validate tabular vendor onboarding submissions using Frictionless data schemas and screen normalized records against local Yente endpoints. Generate structured pre-activation compliance packets.
An analyst data-import quarantine and correction workspace with row-level Frictionless validation.
Validate tabular supplier onboarding files against Frictionless Data schema constraints.
Extract normalized corporate entity rows containing tax identifiers and jurisdictions.
Perform automated screening against FollowTheMoney datasets via a local yente API.
Compile an onboarding recommendation dossier assigning risk status and data quality scores.
A vendor risk assessment console displaying screening match scores, license timelines, and approval controls.
Construct synthetic supplier onboarding records and run a local yente service configured with test watchlists. Starter examples below are synthetic. They are not downloaded records.
OpenSanctions data toolkit Use yente HTTP endpoints to match supplier entities against FollowTheMoney schemas as shown in source 2.
pydantic-ai, frictionless, httpx. Pydantic AI provides rigorous schema-driven data flow and type validation across screening requests and outputs. Fast hosted model to formulate human-readable risk summaries via API.
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.
Invokes local yente /match API with supplier legal name and country.
Checks supplier business license expiration against a 90-day minimum horizon.
Outputs an onboarding clearance decision artifact with scheduled audit milestones.
```json [ { "input": { "frictionless_resource": { "name": "vendors.csv", "schema": { "fields": [ { "name": "legal_name", "type": "string" }, { "name": "country", "type": "string" } ] } }, "row_data": { "legal_name": "Nordic Marine Logistics", "country": "SE" }, "yente_response": { "match_count": 0 } }, "expected_output": { "vendor": "Nordic Marine Logistics", "frictionless_valid": true, "sanctions_match_found": false, "clearance_status": "approved" } }, { "input": { "frictionless_resource": { "name": "vendors.csv", "schema": { "fields": [ { "name": "legal_name", "type": "string" }, { "name": "country", "type": "string" } ] } }, "row_data": { "legal_name": "Black Sea Bunkerage", "country": "CY" }, "yente_response": { "match_count": 1, "top_score": 0.95 } }, "expected_output": { "vendor": "Black Sea Bunkerage", "frictionless_valid": true, "sanctions_match_found": true, "clearance_status": "rejected_watchlist_hit" } } ] ```
Demonstration tool uses mock vendor entities. Does not communicate with live government or financial screening gateways. Use mock external writes. Require human review before any real deployment.
Participation guide
Demonstration tool uses mock vendor entities. Does not communicate with live government or financial screening gateways. Use mock external writes and human review.
How work is evaluated
Invokes local yente /match API with supplier legal name and country. Checks supplier business license expiration against a 90-day minimum horizon. Outputs an onboarding clearance decision artifact with scheduled audit milestones.
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
Validate tabular supplier onboarding files against Frictionless Data schema constraints. Extract normalized corporate entity rows containing tax identifiers and jurisdictions. Perform automated screening against FollowTheMoney datasets via a local yente API. Compile an onboarding recommendation dossier assigning risk status and data quality scores.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Invokes local yente /match API with supplier legal name and country. Checks supplier business license expiration against a 90-day minimum horizon. Outputs an onboarding clearance decision artifact with scheduled audit milestones.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
A vendor risk assessment console displaying screening match scores, license timelines, and approval controls.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Demonstration tool uses mock vendor entities. Does not communicate with live government or financial screening gateways.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Validate tabular supplier onboarding files against Frictionless Data schema constraints.
Extract normalized corporate entity rows containing tax identifiers and jurisdictions.
Perform automated screening against FollowTheMoney datasets via a local yente API.
Compile an onboarding recommendation dossier assigning risk status and data quality scores.
Reference links and supporting material
Construct synthetic supplier onboarding records and run a local yente service configured with test watchlists. 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.
- Validate tabular supplier onboarding files against Frictionless Data schema constraints. Extract normalized...
- Invokes local yente /match API with supplier legal name and country. Checks supplier business license expir...
- A vendor risk assessment console displaying screening match scores, license timelines, and approval controls.
- 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.