Live · 23,952 Governments · 10 Sources · Refreshed Nightly

Know your numbers.
Know your peers.

Audit-grade financial intelligence for every park district, school district, library, municipality, and special district. Every number traces to its source filing. Free report cards, peer benchmarks, and an AI assistant that refuses to answer without a citation.

AUDITED CAFR Your Agency Park District · Pop 85,000 B+ A- REVENUE B+ SPENDING B CAPITAL C+ DEBT PARK SCHOOL MUNI LIBRARY How does this compare to peers? Above 75th percentile for similar-sized districts.
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Local Governments
profiled · refresh nightly
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Jurisdictions
50 states · DC · 5 territories
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Finances Tracked
FY2023 base · audited sources
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Cross-Agency Edges
NCES EDGE federally authoritative
10 audited data sources · refreshed nightly →
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Instant Financial Intelligence

Every agency gets a report card.

AI-generated grades for parks, school districts, libraries, and municipalities. Community profiles link agencies serving the same area. Ask WeaverAI to explain any grade.

Sample Report Card
Your Agency Here
Park District · Population 85,000
B+
Overall
A-
Revenue Recovery
B+
Spending Efficiency
B
Capital Investment
C+
Debt Health
Peer Comparison
Revenue Recovery72%peer avg 55%
Cost per Resident58%peer avg 65%
Capital Ratio45%peer avg 40%
WeaverAI Insight
Revenue recovery is above the 75th percentile for your peer group. Capital investment ratio is trending downward — consider benchmarking against top-quartile agencies in your budget range.
Find Your Agency
Free. No login required.
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Proof in Numbers

How deep the data goes.

Every report card is built from audited financial records. Here's what that looks like for three real Illinois agencies.

Park District
Schaumburg Park District
FY2024 · FY2025 · FY2026
Fiscal years ingested3
Debt service coverage2.27×
Cost recovery rate48.4%
RAG chunks embedded764
Municipality
Village of Wilmette
FY2025 · 650-page budget book
Debt service coverage3.24×
Revenue diversity index0.878
Structural balance+18.4%
RAG chunks embedded975
School District
New Trier Township HSD 203
Illinois Report Card 2025
Property tax / capita$9,392
ELA equity gap20.6 pts
DSC ratio1.92×
5-dim scorecardLive
Built from IL Comptroller filings, ISBE Report Card, and each agency's audited budget book.
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Transparent Methodology

Six ingredients. Every grade.

No black box. Every grade rolls up from the same six factors — sourced from official public filings, not survey opinions.

Anatomy of a grade — six ingredients from public filings
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Revenue Health
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Debt Position
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Capital Investment
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Structural Balance
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Peer Percentile
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Trend
Data Sources
IL Comptroller · CA State Controller · IN Gateway · OH Auditor · CO OSA · ISBE Report Card · US Census · District-submitted audited CAFRs.
Read the full methodology →
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National Coverage

Find your agency.

Search 23,952 governments across all 50 states + DC + 5 US territories. Deep audit ingestion in Illinois, California, Indiana, Ohio, and Colorado. Federal overlay (NCES F-33, IMLS PLS, FAC, NCES EDGE) covers the rest.

PublicWeave coverage map — nationwide and growing
Deep coverage: Illinois · California · Indiana · Ohio · Colorado
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Who We Serve

Built for the agencies that build communities.

Four agency types today. The platform is built to extend to every governmental entity — fire districts, water authorities, transit, public health, and more.

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WeaverAI · Audit-grade financial analyst

The AI that refuses to make things up.

Every answer cites its source with a live freshness timestamp. Refuses unverified claims. Hardened by a numeric validator and 8 deterministic anomaly patterns. Built on 23,952 local governments, $5.42T tracked, and 7.3M cross-agency relationships.

Source-cited

Every claim, traced

Citations like [ref:nces_f33@2026-04-30T03:00Z] on every answer. Verifier refuses unknown sources.

Bounded discovery

8 patterns, never more

The model picks WHICH anomaly applies — never invents new ones. 703 active findings refreshed nightly.

Numeric validator

Math is checked

Dollars within ±2% of source. Percentages sum to 100%. ≥$10M figures verbatim. Ranks sanity-checked. Retries on violation.

Live · cross-agency federal-funding lookup · CCSD 59 demo
You
Why this isn't ChatGPT
Trained on a closed corpus, not the open internet
Every answer comes from registered sources: NCES F-33 · IMLS PLS · FAC findings · NCES EDGE · 5 state comptrollers · ActiveNet · Brightly · agency uploads. No reddit posts. No outdated 2022 web pages.
Says "I don't know" when it doesn't
Below the min-30 cohort floor for peer math, when a citation is unrecognized, when a value isn't verbatim in the source — the platform refuses. Better than confidently lying.
Cross-agency federal-funding pre-fetch
Mention "CCSD 59" or "Township HSD 211" in a question and Weaver pre-loads federal F-33 data for that external agency before answering. One round-trip — no chatbot fishing expedition.
Per-pillar grade explainer
"Why is Schaumburg a B?" returns Recovery / Balance / Capital / Debt percentile + raw score + agency notes inline. Audit-defensible answer in 30 seconds, not a 5-paragraph guess.
FREE · 15 questions / day on any report card
VERIFIED-DIRECTOR · 30 questions + saved queries
PREMIUM · unlimited + per-client memory + custom corpus
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PublicWeave Premium · Decision system for directors

The board memo, the audit assist, the call before the call.

Premium turns the report card into a daily operational surface. Predictive distress signals, audit-grade GASB sanity checks, board reports generated in minutes, counterfactual scenario modeling — for directors who need to spend time deciding, not assembling data.

Predictive Distress Index
The call from your board chair, before the call.
11 nightly indicators (operating recovery slip, fund balance drawdown, debt service spike, capital underspend, audit age, FAC findings, levy overshoot, peer-rank drop, levy deficit, structural balance flip, expenditure surge). Probability score per agency, refreshed at 5am CT.
Pro-gated · live in routes/v6.py · powered by correlation_findings
Audit Assist
GASB peer sanity check before your auditor flags it.
Catches the LLM-extraction errors that kill credibility — "Other revenue" >20%, fund-scope mismatches, restricted-vs-unrestricted GASB 54 misclassification, period-comparison category errors. Director uploads the draft CAFR; Audit Assist runs the peer sanity pass before the auditor does.
Draft-CAFR endpoint live · backend /audit-assist
Board Report Generator
Your FY board memo, drafted in 30 seconds.
3-paragraph board-ready narrative — Sonnet 4.5, audit-grade citations, agency notes folded in (bond paydown context, capital cycles, restructuring events). PDF + DOCX export. Every figure is cited; every claim is reproducible.
Live · services/data_story.py · DOCX + PDF export endpoints
Counterfactual Calculator
Model the bond, the capital cycle, the levy.
What-if sliders on every distress indicator. "If we paydown $5M of debt service, where does our grade go?" "If we issue $13M in capital bonds, what does our balance pillar do?" Save and share named scenarios.
Live on Distress Card · saved-scenario v2 queued
Operations Integration
ActiveNet + Brightly feed your grade.
For districts on ActiveNet (programs, registrations, facilities, memberships) and Brightly (work orders, asset conditions), live data flows nightly into operational sub-pillars. Cost recovery, capital reinvestment, deferred-maintenance ratios are no longer annual snapshots.
8-phase ActiveNet sync live · Brightly nightly · audit trail in weaverai_log
Custom WeaverAI
An analyst trained on YOUR documents.
Per-client durable memory (weaverai_client_context). Saved queries (weaverai_saved_queries). Conversational continuity across sessions. Tenant-scoped — your context never leaks across districts. Sonnet-tier answers on every question.
Multi-tenant + RLS shipped · Day 9 live
Director Network
Compare with verified directors, not strangers.
Verified-Director Claim flow + Platinum-tier seal. Peer Claimed Directors page surfaces who's running which agencies. Network benchmarking lets you compare cross-type, cross-state, cross-size — with real names attached, not anonymized rows.
Claim flow live · Platinum tier shipped
Anomaly Insights
703 findings, refreshed nightly.
8 deterministic SQL patterns (audit-age, capital-doubled-no-CIP, revenue per-capita outlier, going-concern flags, debt-service-high, fund-balance-negative, revenue-drop-levy-rise, data-quality alert) running across the corpus every night. Director sees only the patterns relevant to their agency, with director-confirmed context where available.
Live · correlation_findings · 5am CT cron
Pricing · sales-led for the first 20 customers

Flat-tier with district caps. No per-seat games.

Basic
Up to 5 districts tracked
Premium dashboard · Distress Index · Board Report · Audit Assist · Custom WeaverAI · 30 questions/day.
Premium
Up to 25 districts tracked
Everything in Basic + Counterfactual Calculator · Operations Integration · Director Network · Unlimited WeaverAI · saved queries · per-client memory.
Enterprise
Unlimited districts
For councils, regional consortia, parent agencies — shared workspaces, cross-tenant visibility into member uploads, dedicated onboarding, SSO. Talk to sales.
Get your free report card → See Premium →
Sales-led trial for the first 20 customers · 30-min demo · live grades, real data
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What We Stand For

Four pillars. One mission.

PublicWeave pillars — Transparency, Community, Intelligence, Equity
Pillar 01
Transparency
Every figure traces to an official public filing. No black box.
Pillar 02
Community
Agencies serving the same residents appear together — not in silos.
Pillar 03
Intelligence
AI that understands the difference between a park district and a library.
Pillar 04
Equity
The intelligence big agencies buy — now free for everyone else.
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From the Founder
Rob Ward, Founder, PublicWeave
“I spent 25 years in parks and recreation. I saw directors make million-dollar decisions without knowing what similar agencies were spending. I built PublicWeave because every community deserves the intelligence that only the biggest agencies could afford.”
Rob Ward — Founder, PublicWeave
25-year parks professional · Hodgkin’s Lymphoma survivor · Building for the profession
Purpose Pledge

25% of net profits fund community impact.

🏅
Cancer Research
🎓
Parks Scholarships
📋
Community Surveys
🏃
Program Scholarships

When you use PublicWeave, you strengthen the entire profession. Every dollar we earn, a quarter goes back to the communities we serve.

Get Your Free Report Card
No login · No credit card · Just data and curiosity