back_office_ops · finance · workflow
Coinbase builds RAPID-D, a multi-agent AI decision support system to augment its RAPID framework
Coinbase's RAPID decision framework lacked systematic mechanisms 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 outlining roles and responsibilities for a project or decision is submitted as input to RAPID-D.
Tools used
RAPID-DClaude 3.7 Sonnetenterprise search toolenterprise knowledge base
Outcome
RAPID-D makes decision-making transparent, consistent, and reproducible; Claude 3.7 Sonnet was selected for its strong balance of quality, stability, and reliability.
Grounding & classification
Source type: technical build writeup
20 fields verified against source quotes.
agentic workflowenterprise searchmulti agent workflowragknowledge basehuman review describednamed customerproduction runtime claimedtools describedworkflow describedfinancial servicesaccuracy improvementtechnical build writeupback office opsai draft human approval