Per Desk Audit Procedure Note 2 (Rev. 6/28/07). For standard annual audit use BOY/EOY. For 13-month fieldwork extension, enter current fieldwork count as EOY.
Configure the LLM provider — settings are hidden from regular users
LLM Provider Selection
Choose the provider appropriate for your deployment environment. Government production deployments must use a FedRAMP-authorized provider.
WARNING:
Recommended Models by Use Case
Environment
Provider
Model
Cost (est.)
FedRAMP
Action
Testing
Ollama (local)
llama3.1
Free
N/A — Local
Testing
DeepSeek ⚠️
deepseek-chat
~$0.001/query
NO — Chinese servers
Staging
Groq
llama-3.1-8b-instant
~$0.0001/query
No
Production
Google Gemini
gemini-1.5-flash
~$0.0002/query
Moderate
Production (Govt)
AWS Bedrock
meta.llama3-1-8b-instruct-v1:0
~$0.0003/query
High ✓
Production (Govt)
Azure OpenAI
gpt-4o-mini
~$0.0005/query
High ✓
AI Usage Statistics
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Total Requests
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Total Tokens Used
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Est. Total Cost (USD)
Recent AI Calls
Regulatory Knowledge Base
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Upload statute PDFs, desk audit procedures, or any regulatory document.
The AI Assistant will search these documents when answering questions and
display clickable citations that open the source directly.
Fetch and index an online statute page so the AI can cite it with a clickable link.
Fetching and indexing URL…
Loaded Documents
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AI Audit Assistant
Powered by Agent F — automating manual audit tasks with LLM intelligence
Not configured
AI Assistant — Status: Disabled
The AI Assistant has been disabled because no approved AI provider is configured and verified. This is a government audit platform — AI fails closed rather than guessing.
To enable:
Configure an approved AI provider (FedRAMP for production)
Validate API credentials
Confirm token budget and an authoritative RAG knowledge base
Contact your system administrator.
Audit Assistant Chat
Ask anything about your audit data, compliance status, or the audit procedure. Examples: "Which manufacturers have variance >5%?" · "Explain the stamp inventory formula" · "What's next for case TEACS-001?"
Step 3/4/5 — Interview Note Analyzer
Paste your raw field interview notes. The AI will extract structured findings, flag inconsistencies, identify risk indicators, and suggest follow-up procedures.
Step 8 — AI Conclusion Drafter
Enter the audit findings and the AI will draft a formal Step 8 conclusion narrative in OAG legal style. You review and sign — no blank-page drafting.
Explain Risk Flag
Get a plain-English explanation of any risk flag with statutory references and investigation steps.
Extract Non-Standard AG-1/AG-2
If Agent B's column detector fails on a non-standard format, paste the raw text here. The AI will extract brand, manufacturer, period, packs stamped, and sales price.