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Prototype · Accepting Pilot Partners

Public Records Intelligence Stack

Open-source tooling for FOIA request tracking, multi-jurisdiction comparison, response quality analysis, and publication of reusable civic datasets. Built to make public records work faster, more systematic, and more transparent.


A systematic approach to public records intelligence.

📋

Request Tracking

Track FOIA and public records requests across multiple jurisdictions from a single dashboard. Status, deadlines, follow-ups, and correspondence history in one place.

🔍

Jurisdiction Comparison

Compare response patterns across cities, counties, and state agencies. Identify which jurisdictions respond reliably, which stall, and what predicts success.

📊

Response Analysis

Analyze response quality: completeness, timeliness, redaction patterns, and fee structures. Surface systemic issues in how agencies handle public records law.

📂

Reusable Datasets

Publish cleaned, structured, and documented datasets from public records responses. Make every FOIA win a reusable civic asset rather than a one-off document dump.


Public records are the foundation of institutional accountability.

But the current workflow is fragmented: spreadsheets for tracking, email for correspondence, PDFs for responses, and no systematic way to compare across jurisdictions or publish findings in reusable form. PRIS turns this ad-hoc process into an intelligence pipeline.

50+ Jurisdictions tracked
per instance
7 Day median response
benchmark
Faster review with
structured analysis
Reusable once
published

Built for anyone who works with public records.

Investigative journalists
Government transparency researchers
Civic tech organizations
Open government advocates
Public interest law firms
Local watchdog groups
Academic researchers
Policy analysts

Current stage and what's next.

Now

Pilot partner onboarding

Recruiting 3–5 organizations to run PRIS against real FOIA workflows. Pilot partners shape the feature set, data model, and publishing pipeline. Commitments are lightweight — we just need real records to work with and honest feedback.

Next

Core tracking + dashboard MVP

Build deployable request tracking with jurisdiction profiles, deadline management, correspondence threading, and status dashboards. Ship as self-hosted open-source stack.

Soon

Response analysis engine

Add structured response review: completeness scoring, redaction pattern detection, fee analysis, and automated comparison across jurisdictions by topic or agency type.

Later

Public dataset publishing

One-click publishing pipeline from FOIA response → cleaned dataset → public repository with documentation, license, and citation metadata. Make every request a durable public good.


Discuss the PRIS Pilot

Tell us about your work with public records and we'll follow up. No sales pitch — just a conversation about whether PRIS fits your workflow.

Thanks for reaching out.

We'll review your note and follow up within a few business days. If you'd prefer to email directly, reach us at info@civicoslabs.com.


Separate roles, shared public-interest mission.

CivicOS Labs, LLC is the commercial execution arm for products, publications, prototypes, and implementation work. CivicOS Institute is the nonprofit research and public-benefit organization. Labs work supports the broader CivicOS mission while keeping commercial activity distinct from nonprofit governance. Read the governance structure.


Prefer email?

We're happy to talk through the pilot over email. Write to us and we'll help you figure out if PRIS is right for your work.

Email us →