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Challenge

CrewAI Automated Multi-Tier Startup Funding Verification Crew

Due diligence teams evaluating fast-paced startup investment rounds need cross-verification of press releases, corporate filings, and valuation cap tables. Build a CrewAI multi-agent crew for automated investment due diligence.

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Challenge brief

What you are building

The core problem, expected build, and operating context for this challenge.

Construct an investment due diligence agent team using CrewAI framework.

Delivery guide

How work is evaluated

Evaluation

Evaluates due diligence extraction and anomaly detection accuracy.

Datasets

Challenge datasets

Public datasets, plus the private datasets you have access to.

Evaluation rubric

How submissions are scored

These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.

Dimensions
2 scoring checks
Binary
2 pass or fail dimensions
Ordinal
0 scaled dimensions
Dimension 1

verification_pass

Validates exact deal verification.

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Dimension 2

verification_accuracy

Precision of claim verification • target: 1 • range: 0-1

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Learning goals

What you should walk away with

  • Define specialized CrewAI agents (FinancialAuditor, CapTableAnalyst, RegulatoryChecker)

  • Orchestrate hierarchical execution tasks with delegate tool access

  • Generate comprehensive due diligence investment memos

Resources and assets

Reference links and supporting material

Dataset notes

Funding announcement press releases cross-referenced with official filings.

Challenge setup

Evaluates due diligence extraction and anomaly detection accuracy.

Challenge input

JSON deal statement

CrewAI

Mandatory framework requirement

Evaluated output

JSON verified diligence report

Evaluation checks
  • Validates exact deal verification.
  • Precision of claim verification • target: 1 • range: 0-1
Configured evaluation evidence
  • Benchmark: DueDiligence-Bench
  • Verification Accuracy target: 1
  • 1 public reference case
Configured runtime
  • Python execution harness
  • Python sandbox (unavailable on Versalist)

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

Action Space
  • CrewAI · Required
  • crewAI · Optional
  • Aim · Optional

Evaluation contract

  • verification_pass · Weight 1
  • verification_accuracy · Weight 1

Metrics

  • verification_accuracy · Target 1

Benchmarks

  • DueDiligence-Bench
  • general

Reference cases

  • 1 public reference case

Workflow tasks

  1. Task 1

    Input: JSON deal statement

    Output: JSON verified diligence report

    Execution harness: Python

Evaluation tools

  • CrewAI · Agent Framework

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about CrewAI Automated Multi-Tier Startup Funding Verification Crew