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Complaint letter drafting: LLM + regulatory citation engine #13

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opened 2026-04-05 21:36:55 -07:00 by pyr0ball · 0 comments
pyr0ball commented 2026-04-05 21:36:55 -07:00
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Core AI feature for Osprey. User describes their problem → LLM drafts a complaint letter with correct regulatory citations → human reviews and approves → sends via email/fax/CFPB portal.

Deliverables

  • Citation database (YAML): CFPB, FCC, FTC, state PUC agencies with:
    • Jurisdiction scope (telecom, banking, insurance, utilities...)
    • Complaint submission URL / fax / mail address
    • Relevant statute/regulation citation templates
  • LLM drafting endpoint: POST /complaint/draft (takes issue description + agency match → returns draft)
  • Human approval gate (required before any send action)
  • Agency auto-match: given company type + issue → suggests top 2-3 agencies

Notes

  • Use cf-core llm module for local/cloud routing
  • This is a BSL feature — require paid tier or BYOK
Core AI feature for Osprey. User describes their problem → LLM drafts a complaint letter with correct regulatory citations → human reviews and approves → sends via email/fax/CFPB portal. ## Deliverables - Citation database (YAML): CFPB, FCC, FTC, state PUC agencies with: - Jurisdiction scope (telecom, banking, insurance, utilities...) - Complaint submission URL / fax / mail address - Relevant statute/regulation citation templates - LLM drafting endpoint: `POST /complaint/draft` (takes issue description + agency match → returns draft) - Human approval gate (required before any send action) - Agency auto-match: given company type + issue → suggests top 2-3 agencies ## Notes - Use cf-core `llm` module for local/cloud routing - This is a BSL feature — require paid tier or BYOK
pyr0ball added this to the Beta milestone 2026-04-05 21:36:55 -07:00
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Reference: Circuit-Forge/osprey#13
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