Fragmented government data.
Made actionable.
Hundreds of thousands of public data points. Dozens of government sources. One AI layer that turns all of it into intelligence you can actually use.
Dynamic reports. A queryable dashboard. Ask pointed questions, get sourced answers.
The data exists. Getting to it doesn't.
Every municipality files the same public records — ACFRs, grand lists, pension filings, census data, bond filings. They sit across dozens of government portals in formats designed for compliance, not decision-making.
Data scattered across dozens of portals
Aggregated, normalized, and cross-referenced automatically
Raw numbers with no peer context
Every metric benchmarked against comparable municipalities
No way to ask the data a question
An AI layer that turns data points into direct, sourced answers
Three layers. One product.
We built the infrastructure so you don't have to.
Data Infrastructure
We collect from dozens of government sources — audited financials, state portals, federal databases, bond filings — and normalize everything into a single structured database. Updated automatically when sources publish new data.
- Audited ACFRs
- State data portals
- Federal grants & bonds
- Census demographics
- 10-year historical depth
Benchmarking Engine
Every data point is contextualized against a peer group of demographically comparable municipalities. You don't just see your number — you see where you stand and why the gap exists.
- Demographically-matched peers
- Normalized comparisons
- Statistical gap analysis
- Trend vs. peer trend
- Outlier detection
AI Intelligence Layer
An LLM layer sits on top of the verified database. Ask pointed questions in plain language and get sourced answers — not hallucinations, but AI reasoning directly over audited public records.
- Natural language queries
- Dynamic report generation
- Board-ready narratives
- Scenario modeling
- Source citations on every answer
“What a top municipal finance consultant does in weeks — data collection, normalization, peer selection, benchmarking, and narrative synthesis — Munifi AI does automatically, for every municipality, every time public data updates.”
Intelligence in every format you need.
Dynamic reports for the board. A live dashboard that updates when source data does. An AI interface for anyone who needs an answer.
Fiscal Health Score
Instant read on reserves, debt, pension, and revenue — with peer ranking.
Peer Benchmarking
Every metric compared against demographically-matched municipalities.
Education Intelligence
Per-pupil costs, SPED burden, staffing ratios, and outcome-adjusted comparisons.
Board Questions
10 pointed questions grounded in your actual data — ready for any meeting.
Grant Exposure
What you receive, what peers receive, and where you may be leaving money behind.
Scenario Modeling
Model a mill rate change, state aid cut, or enrollment drop before it happens.
Procurement Intelligence
Auditor, ERP, insurance benchmarks — sourced from actual peer contracts.
Ask Anything
Type a question. Get a sourced answer drawn from your verified data.
Every number is source-attributed.
Audited data naturally lags 12–18 months. Munifi layers current budgets, agendas, bond filings, grants, and meeting activity on top — and labels the confidence of every figure so you always know what you can present.
Audited Financials
Annual Comprehensive Financial Reports — independently audited and filed with the state.
Official Government Sources
State portals, grand lists, bond databases, federal award systems — direct from the source.
Confidence Labels
Every metric marked: audited, estimated, or pending — so you present only what you're sure of.
One platform, every stakeholder.
The same data infrastructure serves every role in local government — each getting the view they actually need.
Finance Directors
Power userPeer-benchmarked analysis, ACFR data, procurement intelligence, and a live dashboard that reflects the latest available public data.
First Selectmen & Mayors
Decision-makerExecutive summaries, scenario modeling, and talking points. The fiscal picture you need to back every public statement.
Boards of Finance
OversightBoard-ready fiscal health scores, peer rankings, and 10 questions grounded in your town's actual data — with every number cited.
School Officials & BOE
EducationEducation Intelligence reports: per-pupil cost by function, SPED burden, staffing ratios, outcome-adjusted comparisons, and grant exposure.
See what it looks like for a real municipality.
Download a full sample report — 50+ pages, real data, real peer comparisons. No sign-up, no commitment.