back_office_ops · finance · workflow
Coinbase builds RAPID-D: a multi-agent AI decision support system to augment the RAPID decision framework
Coinbase's RAPID decision framework provided accountability structure but lacked a systematic way to surface unseen risks, mitigate cognitive bias, and provide a transparent, auditable layer of analysis for critical strategic decisions.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · RAPID document submitted
A RAPID document for a critical decision is submitted to RAPID-D for AI-powered analysis.
Tools used
Claude 3.7 Sonnetenterprise search tool
Outcome
RAPID-D makes the decision-making process transparent, consistent, and reproducible; Claude 3.7 Sonnet was selected after benchmarking across leading models for its quality, stability, and reliability.
Results
Volumebenchmark scores across leading models
Grounding & classification
Source type: technical build writeup
21 fields verified against source quotes.
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