The First AI Assistant Built for Public-Sector AI Governance

Ask any question about your AI program. Investigate across tools, users, and time. Turn any answer into a designed report that sends itself. All inside Darwin, grounded in your agency’s live data.

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Trusted by Cities, Counties, and State Agencies across the U.S

Case Study

Instant Answers to Any AI Governance Question

Every AI governance platform holds enormous volumes of data: every prompt, tool, account, upload, alert, and enforcement decision. But reaching that data has always meant exports, dashboards, and days of manual work.

Finch replaces all of that with a single conversation.

0.4seconds

To answer any question about your AI program

Zero

Exports, tickets, or outside tools required

0%

Data stays within Darwin

From Question to Answer to Report,
in One Conversation

Finch gives any Darwin user a new way to interact with the entire platform, connected to every prompt, tool, account, alert, and enforcement decision in your agency.

Ask

Ask Darwin Anything About Your AI Program

Finch answers from your agency’s live Darwin data — never from a model’s general knowledge or a pre-built dashboard view.

Ask about:

Adoption patterns across departments
Shadow AI trends over time
Specific user and tool activity
Policy coverage and enforcement gaps
Risk and alert patterns

Policy Enforcement

Investigate Across Tools, Users, and Time

Follow-ups carry context, so a single question becomes a line of inquiry, not a new query.

A conversation can move from “how much shadow AI do we have?” to “which users?” to “what did they upload?” without starting over.

Report

Produce Designed Reports in Seconds

Multi-section, with charts, tables, and narrative; exportable to PDF or HTML, saved to a Library, and reusable as a template.

Pre-built starting points ship with Finch:

Executive Briefings Mayor Reports Compliance summaries Shadow AI investigations

Reports That
Send Themselves

Any report Finch produces can be scheduled on any cadence to any email address, internal or external, no Darwin login required. Darwin regenerates each report on fresh data and delivers it automatically, with every run retained for period-over-period comparison.

The Mayor’s weekly briefing
Every Monday
The CIO’s monthly summary
1st of the month
The quarterly compliance update
Every quarter

All of it happens on its own.

Purpose-built for government with security standards designed for the public sector
All data stays inside the Darwin platform — no external AI tool access
Grounded in your live Darwin data, not the internet’s

An Assistant You Can Actually Trust
With Government Data

Finch isn’t a general chatbot bolted onto Darwin. It’s an assistant that can only be useful because it has the data: your agency’s live governance data, and nothing else.

Every answer is grounded in records the organization owns and governs, and your data never leaves Darwin. Governance records aren’t sent to any outside AI tool; they stay exactly where the compliance obligations already apply.

For public-sector agencies, that’s a security position, not a convenience.

“Darwin is to AI what McAfee is to your internet security. It helps staff understand that they have guardrails on their AI usage within an organization.”

Brett Gailey

Former Mayor, City of Lake Stevens

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Ready to
Meet Finch?

The first AI assistant built for public-sector AI governance.

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Finch Frequently
Asked Questions

View FAQs

What is Finch?

Finch is Darwin’s in-platform AI assistant; the first built specifically for public-sector AI governance. It gives any Darwin user instant access to the full scope of their organization’s AI governance data through a single conversation.

Who can use Finch?

Any Darwin user can use Finch; admins, security leads, CIOs, Chief Digital and AI Officers, compliance officers, records officers, and IT directors. Reports produced by Finch can be scheduled to anyone, including leaders who never log into Darwin.

What kinds of questions can Finch answer?

Finch can answer any question about your organization’s AI program, from adoption patterns and shadow AI trends to specific user and tool activity, policy coverage, risk patterns, and enforcement outcomes. Follow-up questions carry context, so a single conversation can span tools, accounts, and time windows.

Where does Finch get its answers?

Finch is grounded exclusively in your agency’s live Darwin data: every prompt, tool, account, upload, alert, classification, policy, and enforcement decision. It doesn’t rely on a model’s general knowledge, external data, or pre-built dashboard views.

Does Finch share our data with any outside AI tools?

No. Your data never leaves Darwin. Governance records aren’t sent to any outside AI tool, they stay where the compliance obligations already apply.

Can Finch produce reports?

Yes. Finch produces designed, multi-section reports with charts, tables, and narrative; exportable to PDF or HTML and saved to a Library for reuse. Pre-built starting points ship with Finch for Executive Briefings and Mayor Reports.

Can reports be scheduled automatically?

Yes. Any Finch report can be scheduled on any cadence to any recipient, internal or external. Darwin regenerates the report on fresh data and delivers it automatically. Every run is retained for period-over-period comparison. Recipients do not need a Darwin login.

Is Finch included with Darwin Govern?

Finch is live in beta for all Darwin Govern customers today, at no additional cost during the beta period.