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Research · February 2026 edition

Start at Zero
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Thirty-one AI tools assessed for state and local government across three quadrants. No vendor paid to be included. No vendor influenced placement.

31tools assessed
3decision quadrants
0paid placements
Freeto any agency
Why this report exists

In 2026, AI overtook cybersecurity as the number one technology priority for state CIOs for the first time in over a decade.

Cities, counties, and state agencies are moving from pilot programs to production deployments. The pilot purgatory era is ending. But most public-sector leaders are making AI investment decisions on vendor marketing rather than independent analysis, and most available reports cover tools built for federal defense agencies or enterprise buyers — not for a county CIO, a city manager, or a state agency director.

Every tool in this report was validated for state and local relevance against two outside sources: the 2026 GovTech 100, the annual index of companies selling to state and local government, and the GovAI Coalition, a network of more than 2,000 public servants across 700+ governments collaborating on responsible AI procurement. Federal-only tools were excluded.

Avèro sells no software and takes no referral fees, which is the only arrangement under which a report like this can say a tool is a bad fit.

How to read it

Three questions, asked separately.

Every tool is evaluated across three quadrants, each answering a different executive question. A tool that scores well on the first — easy to procure, powerful — can score badly on the third, where the lock-in lives. Reading all three before deciding is the whole point.

Quadrant 1

S&L Readiness × Capability

“Can I buy it, and what does it do?”

The procurement officer's quadrant. One axis measures how readily a tool can be bought and deployed inside a state or local environment: StateRAMP or FedRAMP authorization, cooperative purchasing availability, documented city, county, or state references. The other measures what the tool actually does — narrow point solution or broad platform.

S&L-Ready Leaders Strong capability and a procurement path that already exists. Tyler Technologies · Microsoft Copilot · CentralSquare · Esri
High Potential, High Risk Powerful technology, procurement gaps for state and local agencies. SAP Joule · newer GenAI platforms still building government sales channels
Safe but Limited Easy to buy, narrow in scope. Good for a specific use case, not a transformation. Citibot · Polco AI · PublicInput · Zencity
Emerging Bets Early stage, still building the references government buyers need. Madison AI · DarwinAI
Quadrant 2

Complexity × Mission Impact

“What will it take, and what will I get?”

The CIO's quadrant, and the one that answers the return question. One axis measures how hard the tool is to implement: deep legacy integration, data migration, organizational change management, or deployable next week. The other measures whether it improves internal efficiency or changes how the agency delivers services to residents.

Quick Wins High impact, relatively fast deployment. Start here for visible early success. Microsoft Copilot · Granicus GXA · AWS Bedrock
Strategic Transformers Major investment, transformational return. Requires executive sponsorship and multi-year commitment. Tyler Technologies ERP · Oracle Cloud Gov · CentralSquare
Easy Adds Low effort, incremental value. Useful for building AI competency inside the organization. Citibot · OpenAI ChatGPT · Polco AI
Heavy Lifts Complex to implement with limited near-term payoff. Avoid without a well-defined use case. Tools that drain resources without proportionate return
Quadrant 3

Independence × S&L Maturity

“Am I getting locked in?”

The strategist's quadrant, and the one most vendors would rather nobody opened. One axis measures how independent the agency remains after adopting: can it switch, export its data, integrate elsewhere, or has adoption created an irreversible dependency? The other measures how proven the tool is specifically in state and local settings.

Open & Proven Established in government with reasonable exit flexibility. Very few tools reach this zone. OpenGov · Accela
Established but Locked Proven and reliable, but difficult to leave. Plan for switching costs. Tyler Technologies · Microsoft Copilot · Oracle · CentralSquare · Granicus GXA · Esri
Flexible but Unproven Open architecture and low lock-in, limited state and local track record. Worth piloting. Anthropic Claude · Madison AI · DarwinAI · Cardinality.ai · Peregrine
Risky Bets New to government and proprietary. Maximum exposure if the vendor pivots, is acquired, or raises prices. Limited recourse and limited alternatives
The assessment

All 31 tools, assessed.

Every tool listed has documented state and local deployments or appears on the 2026 GovTech 100. Capability is what the tool can do in a government context. Lock-in is how hard it is to leave.

Avèro Advisors' independent assessment, February 2026. Tool capabilities, compliance status, and market positions change frequently — verify all compliance claims independently before procurement. Avèro is not affiliated with any vendor listed.
Tool Category Validation S&L clients Capability Lock-in Notes
Tyler Technologies Gov ERP GovTech 100 (10 yrs) 15,000+ High High 44K+ installations, pure-play government, AI partnerships
CGI Advantage Gov ERP Federal/state ERP Large High High Federal and state ERP, 91K employees, AI integration
CentralSquare Gov platform GovTech 100 (8 yrs) 8,000+ High High Public safety plus administration, 8K+ agencies
Accela Gov platform GovTech 100 (11 yrs) Hundreds Medium Medium Permitting and licensing AI, cloud-native, growing
OpenGov Gov platform GovTech 100 1,000+ Medium Medium Budgeting and planning AI, procurement workflows
Microsoft Copilot GenAI copilot FedRAMP High M365 GCC Widespread High High FedRAMP High, M365 GCC integration, 2.3M+ federal users
Google Gemini GenAI copilot FedRAMP High (Mar 2025) Growing High High First GenAI at FedRAMP High, Workspace integration
OpenAI ChatGPT GenAI / LLM Azure Gov FedRAMP Growing High Medium Via Azure Gov FedRAMP, 90K+ government users
Anthropic Claude GenAI / LLM FedRAMP High (AWS/GCP) Emerging High Low FedRAMP High via AWS and GCP, growing government adoption
AWS Bedrock AI platform GovCloud FedRAMP High Growing High High GovCloud, multi-model access, FedRAMP High
Oracle Cloud Gov ERP / cloud FedRAMP, in every state Universal High High Sovereign cloud, IL5 authorized
SAP (Joule AI) ERP / AI Avèro S&L clients Widespread High High S/4HANA Cloud AI, strong enterprise but limited gov-specific depth
Workday AI HCM / finance Avèro S&L clients Growing Medium Medium Strong in large-government HCM, AI for workforce planning
ServiceNow Gov Workflow / ITSM OneGov GSA deal Growing High High OneGov GSA deal, 70% discounts, strong federal presence
Salesforce GovCloud CRM / platform Missionforce launch Growing High High Missionforce launch, US Army contract win
Esri GIS / analytics FedRAMP, gov standard Universal High High Market-leading GIS with AI/ML, ubiquitous in government
Granicus GXA Citizen engagement GovTech 100 (11 yrs) 6,000+ Medium High Purpose-built for government, AI digital agents, 27+ data scientists
Citibot Citizen engagement GovTech 100 Growing Low Low Government-only AI chatbot, SMS and web, Carahsoft distribution
Polco AI (Polly) Citizen engagement GovTech 100 (3 yrs) 500+ Low Low Purpose-built for local government, ICMA grounded
CivicPlus Citizen engagement GovTech 100 4,000+ Medium Medium Website, meeting, and civic engagement with AI
PublicInput Citizen engagement GovTech 100 (3 yrs) 150+ Low Low Community engagement AI analytics
Zencity Citizen engagement Gov verified 300+ Medium Medium AI-driven community trust platform
Madison AI Gov-native AI GovAI Coalition 35+ Medium Low Role-specific AI assistants, Washoe County equity partner
DarwinAI Gov-native AI GovTech 100 (new 2026) Emerging Medium Low AI governance and monitoring, helps agencies oversee AI adoption
Polimorphic Gov-native AI GovTech 100 (3 yrs) 200+ depts Medium Low AI front desk, VoiceAI and CRM, 200+ departments, 36M residents
Just Appraised Gov-native AI County assessors Emerging Low Low AI-assisted property tax assessment for county assessors
Cardinality.ai HHS AI AWS Gov partner Emerging Medium Low AI case management for Health and Human Services
Hayden AI Public safety Transit agencies Growing Medium Medium Vision AI for transit enforcement, bus-mounted camera systems
Mark43 Public safety Cloud-native RMS/CAD 200+ Medium Medium Cloud-native public safety RMS and CAD
Forcemetrics Public safety Law enforcement analytics Growing Low Low AI precision policing platform
Peregrine Public safety Data integration platform Growing Medium Low Integration platform connecting disparate public safety data
Before you evaluate anything

The Phase Zero question.

Before evaluating any AI tool, ask whether the organization has the data governance, change management capacity, and structural readiness to absorb AI at all. Technology without preparation is expensive shelfware. Score each area from 1 (not started) to 5 (fully mature).

  1. Data governance policies are documented and enforced / 5
  2. Master data is clean, current, and accessible / 5
  3. IT infrastructure supports cloud or hybrid deployment / 5
  4. Cybersecurity posture meets current compliance standards / 5
  5. An executive sponsor is identified and actively engaged / 5
  6. A change management plan exists for new technology adoption / 5
  7. Staff training budget is allocated for AI upskilling / 5
  8. An AI acceptable use policy is drafted or approved / 5
  9. Procurement has identified compliant AI purchasing vehicles / 5
  10. Success metrics and KPIs are defined for AI outcomes / 5

40–50: AI-ready. Proceed with tool evaluation. 25–39: partially ready — address the gaps before any major procurement. Below 25: not ready. Invest in Phase Zero before tool selection.

Get the report

Free, and free of anyone's thumb on the scale.

Ten pages, including the full quadrant analysis, the assessment matrix, and the Phase Zero readiness scorecard as a worksheet. No form, no email gate, no vendor sponsorship.

This report represents Avèro Advisors' independent analysis as of February 2026. It does not constitute legal, procurement, or technology advice for any specific situation.