Build a BODS Nominee Arrangement and Undisclosed Principal Profiler
Apply BODS v0.4 nominee guidance to registered officer declarations. Detect proxy arrangements and undisclosed principals, packaging flagged entities into a prioritized due diligence review queue.
What you are building
The core problem, expected build, and operating context for this challenge.
Apply BODS v0.4 nominee guidance to registered officer declarations. Detect proxy arrangements and undisclosed principals, packaging flagged entities into a prioritized due diligence review queue.
Enhanced Due Diligence Investigator
Ingest simplified officer registry records and shareholder declaration forms.
Apply BODS v0.4 nominee guidance to detect indicators of professional nominee shareholding or directorship.
Score discrepancy metrics prioritizing undisclosed principals over registered nominal controllers.
Dispatch flagged records to an analyst triage queue with specific undisclosed principal relationship summaries.
A review dashboard sorting entities by nominee risk indicators with drill-down inspector tabs.
Synthesize officer and shareholder filings containing recurring registered agent addresses and proxy clauses. Starter examples below are synthetic. They are not downloaded records.
Beneficial ownership modelling BODS v0.4 modelling requirements for representing nominee arrangements and real world identifiers.
langgraph, pydantic, fastapi. Coordinates stateful routing between initial rules-based screening and analyst queue dispatch. Standard chat or instruction model capable of structured categorization.
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.
Detects nominee arrangements based on explicit BODS v0.4 indicator criteria.
Correctly isolates undisclosed principals behind registered nominee structures.
Generates a prioritized dispatch queue payload for analyst assignment highlighting undisclosed relationship risk.
```json [ { "input": { "entity_name": "Panama Horizon SA", "officer_name": "Corporate Nominees Ltd", "is_nominee": true, "nominee_nominator": "Undisclosed Principal" }, "expected_output": { "entity_name": "Panama Horizon SA", "triage_priority": "HIGH", "nominee_flag": true, "discrepancy_note": "Nominee officer declared with undisclosed nominator entity.", "undisclosed_principal_detected": true } }, { "input": { "entity_name": "Direct Ops Inc", "officer_name": "Alice Smith", "is_nominee": false, "nominee_nominator": null }, "expected_output": { "entity_name": "Direct Ops Inc", "triage_priority": "LOW", "nominee_flag": false, "discrepancy_note": "Direct individual officer recorded with no nominee indicators.", "undisclosed_principal_detected": false } } ] ```
Outputs investigative queues for human verification without autonomous legal escalation. Use mock external writes. Require human review before any real deployment.
Participation guide
Outputs investigative queues for human verification without autonomous legal escalation. Use mock external writes and human review.
How work is evaluated
Detects nominee arrangements based on explicit BODS v0.4 indicator criteria. Correctly isolates undisclosed principals behind registered nominee structures. Generates a prioritized dispatch queue payload for analyst assignment highlighting undisclosed relationship risk.
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 simplified officer registry records and shareholder declaration forms. Apply BODS v0.4 nominee guidance to detect indicators of professional nominee shareholding or directorship. Score discrepancy metrics prioritizing undisclosed principals over registered nominal controllers. Dispatch flagged records to an analyst triage queue with specific undisclosed principal relationship summaries.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Detects nominee arrangements based on explicit BODS v0.4 indicator criteria. Correctly isolates undisclosed principals behind registered nominee structures. Generates a prioritized dispatch queue payload for analyst assignment highlighting undisclosed relationship risk.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
A review dashboard sorting entities by nominee risk indicators with drill-down inspector tabs.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Outputs investigative queues for human verification without autonomous legal escalation.
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 simplified officer registry records and shareholder declaration forms.
Apply BODS v0.4 nominee guidance to detect indicators of professional nominee shareholding or directorship.
Score discrepancy metrics prioritizing undisclosed principals over registered nominal controllers.
Dispatch flagged records to an analyst triage queue with specific undisclosed principal relationship summaries.
Reference links and supporting material
Synthesize officer and shareholder filings containing recurring registered agent addresses and proxy clauses. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
LangGraph
Runtime for stateful agent workflows.
Evaluated output
No output checks are configured.
- Ingest simplified officer registry records and shareholder declaration forms. Apply BODS v0.4 nominee guida...
- Detects nominee arrangements based on explicit BODS v0.4 indicator criteria. Correctly isolates undisclosed...
- A review dashboard sorting entities by nominee risk indicators with drill-down inspector tabs.
- 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
- LangGraph · Optional
- LangGraph · 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.