About

Built for federal financial management.

FedFMMatter is an AI analyst platform for career federal professionals working on budget, audit, accounting, and contracts. It reads the documents you already work with and produces the analyses you already know how to write — faster, more consistently, and with source citations you can check.

What it does

Budget & Programs

PB justifications, appropriation breakdowns, mandatory vs discretionary architecture, program-level deltas. Includes a PB27 inside-analysis reference built by a senior budget practitioner.

Audit & Assurance

GAO/IG finding summaries, repeat-finding detection, CAP milestone tracking, unmodified-opinion readiness assessment.

Accounting & Execution

USSGL-aware obligation and outlay analysis, aging ULO surveillance, TAFS reconciliation, FFMIA compliance scanning.

Contracts & Acquisition

FAR/DFARS compliance scans, cost-proposal review, EVM variance analysis, competition-status review.

How it works

Retrieval-grounded

Your documents are chunked and embedded into a Neon pgvector knowledge base. When the agent answers, it cites the actual passages it pulled from.

Multi-model waterfall

Gemini 2.5 Flash Lite as primary with automatic failover to Groq Llama 3.3 70B, then Llama 3.1 8B, then Gemini 2.0 Flash. Free tier across all four.

Domain-native skills

Each practice area has a system prompt tuned so output reads like a senior career analyst wrote it — not a generic assistant. GS-14/15-grade output, not ChatGPT-grade.

What it is not

• Not an official federal product. This is an independent tool, not affiliated with any agency, department, or government entity.
• Not FedRAMP-authorized. Do not upload classified, CUI, or other controlled unclassified material without appropriate authorization.
• Not a replacement for your judgment. The agent produces analyses that sound authoritative. You are still responsible for verifying the output against source material before acting on it.

Get in touch

Questions about the tool, feature requests, or agency-specific needs. I respond within two business days.

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