How Mesa for Public Records saved the San Francisco Assessor-Recorder 128,000 staff hours.Read the case studyHow Mesa for Public Records saved the San Francisco Assessor-Recorder 128,000 staff hours.Read the case studyHow Mesa for Public Records saved the San Francisco Assessor-Recorder 128,000 staff hours.Read the case studyHow Mesa for Public Records saved the San Francisco Assessor-Recorder 128,000 staff hours.Read the case study

Institutional knowledge, amplified.

The research coworker for public servants. 10,000+ jurisdictions of statutes and codes, your agency’s own archives, and every source your team already trusts — researched, cited, and shipped as work product.

Watch the walkthrough
Mesa Research workspace: sidebar with conversations and legal codes, a cited public records comparison across California, Oregon, Kentucky, and Florida, with an inline citation popover open on California Government Code 7922.530

Works with the tools you already run

MunicodeAmerican LegalEsri ArcGISLaserficheGranicuseScribeSharePointMicrosoft 365Google DriveYouTube

Most answers are already on the books. In state code, in your archives, in a staff report from four years back. Mesa finds it and cites the line — in seconds or minutes, not quarters.

A research agent that does the work.

Mesa research conversation: a question about whether NY counties must disclose police misconduct records after the 2020 repeal of § 50-a, with a cited answer referencing Civil Rights Law § 50-a, Public Officers Law § 87, and the § 87(2)(b) and § 87(2)(e) exemptions.
  • Plain-language questions

    Ask the way you'd ask a senior analyst. Mesa picks the right sources, reads the provisions, and comes back with an answer — not ten tabs of search results.

  • Answers that hold up

    Every claim is traced back to the provision, page, or passage it came from.

  • Conversations that compound

    Threads persist across sessions so a long-running project picks up where you left off — or where a colleague did.

Every citation, verified in place.

  • See the source

    Hover shows the full cited passage in context, so reviewers can confirm the cite without leaving the page.

  • Jump to the code

    One click drops you into the full hierarchical code — title, chapter, section — at the exact provision the agent used.

  • Audit the trail

    Every response records every source the agent consulted. Export the trail for counsel, a peer, or the record.

Confidence that you've found everything.

  • Scope before you run

    Mesa proposes which provisions to examine, what criteria to evaluate, and what to extract. You approve the scope before a single token runs.

  • Provision-by-provision

    Each provision is individually evaluated against your criteria. Catches what keyword search misses — synonyms, indirect references, structural cross-refs.

  • Built to hand off

    Output is a sortable, filterable table. Export to CSV or JSONL. Embed a live preview in a research document. Hand it to counsel as-is.

What are comparable cities actually doing?

Mesa peer comparison dataset: ADU rules across California peer cities, sourced from each jurisdiction's planning code. Every cell is a hyperlinked citation back to the source provision, with the divergent San Francisco max-units value highlighted in amber.
  • Compare peers in one view

    Rows for peer jurisdictions, columns for the provisions you care about, every cell cited to its source. No forty browser tabs.

  • Find what works and cut what doesn't

    Mesa maps the overlaps, conflicts, and dead weight across peer codes so your team can streamline rules and unlock benefits that outdated language is blocking.

  • Borrow precedent, don't guess

    Turn "what could we write" into "what eight peer cities did, with citations." The first draft starts with precedent baked in.

Fast, balanced, or a deep dive.

Mesa effort-level selector: a popover above the composer offers Fast (quick lookups and direct answers), Balanced (targeted research across the relevant sources), and Deep Research (exhaustive investigation with parallel agents), with Deep Research currently selected.
  • Fast

    Direct answers and quick lookups. For the moments when you already know the statute and just need the text, or when the question is straightforward.

  • Balanced

    Targeted research across the relevant codes. The default for most questions.

  • Deep Research

    Exhaustive multi-jurisdiction investigation with parallel agents. For the memo, the briefing, the compliance review — work that has to hold up to scrutiny.

Research that becomes work product.

Mesa published research memo: 'Compliance Survey: California ADU Mandates Across Twelve Peer Cities,' with a 'Shared publicly' badge, a copyable share URL, an author and reviewer byline, and revision metadata.
  • Versioned revisions

    Every save is a revision. Roll back, diff two versions, or hand a frozen snapshot to counsel while you keep editing.

  • Share without seats

    Publish a link. Recipients read, copy, and cite without ever creating an account — or paying for a seat.

  • Structured handoff

    Embed datasets, tables, and source links inline. Exports to PDF and DOCX when the recipient needs paper.

Accuracy you can audit.

General-purpose AI and even dedicated legal tools confidently miss 86–96% of the provisions they should find. We know because we benchmarked them against a peer-reviewed methodology.

Mesa finds 99.8%.

Federal Criminal Statutes Benchmark

Identifying all criminal provisions in the U.S. Code

Ground truth: Count the Code, an independently compiled catalog of federal criminal provisions. Best of three runs per system.

Mesa

99.8%recall99%precision

Gemini Deep Research

Google

14%recall89%precision

Westlaw AI Jurisdictional Surveys

Thomson Reuters

7%recall42%precision

ChatGPT Deep Research

OpenAI

4%recall88.1%precision
RecallPrecisionSource: Caldera PBC, Feb. 2026.

10,000+ jurisdictions. Plus your own.

Mesa maintains a continuously updated library of the statutes, municipal codes, and administrative regulations governing every major US jurisdiction — plus the long tail. Around that library sits live web search, your internal document repositories, and a growing shelf of custom connectors for the systems your agency already runs.

Continental United States suggested by clustered painted dots

Statutes & codes

State statutes, municipal codes, county ordinances, and administrative regulations — hierarchically browsable, continuously updated, versioned for time-travel queries.

Live web search

Agency press releases, news coverage, peer cities' public records. The web, treated as one more first-class source with the same citation rigor.

Your internal systems

Custom connectors to the platforms your agency already runs — ECM, permitting, GIS, agenda management, codified law, video archives, and more.

Connectors

The systems your agency already runs on.

Municode
American Legal
Esri ArcGIS
Laserfiche
Granicus
eScribe
SharePoint
Microsoft 365
Google Drive
YouTube

Mesa reads from the platforms your teams already use, so nothing has to move to get started. If your stack isn’t here yet, .

Put Mesa in front of the question you’re stuck on.

Thirty minutes, your jurisdiction, your question. We’ll show you what Mesa can do with it.