The framework

The Civic Intelligence Practice.

A clear, repeatable method for using AI in recurring civic work while keeping judgment, approval, and accountability with people.

A local committee reviewing materials together at a meeting
The adoption path

How an organization gets from first training to lasting capacity.

  • Learn

    Build shared capability through practical AI training, responsible-use standards, source discipline, and human-review habits.

  • Apply

    Use the Civic Intelligence Practice on real public or approved materials to create useful, review-ready work.

  • Operationalize

    Turn proven workflows into recurring organizational capacity with clear ownership, reusable processes, and appropriate technology.

Within the Apply stage, every guided workflow follows the same five moves.

The principle

Structure, summarize, draft, check. But do not decide.

AI can structure records, summarize source material, compare documents, draft content, and flag what needs attention. It does not determine what is true, what matters most, what should happen next, or what should be communicated publicly.

The Civic Intelligence Practice keeps an accountable person in charge of every workflow, from defining the source and reviewing the draft to interpreting context and approving the result.

A committee member walking a colleague through a workflow at a working session
  1. 01

    Identify the workflow

    Define the recurring responsibility, intended output, audience, owner, and reviewer.

  2. 02

    Define the source

    Specify the public or approved materials the workflow may use.

  3. 03

    Draft with AI

    Use AI to structure, summarize, compare, or draft from the approved source material.

  4. 04

    Verify the work

    Check names, dates, votes, numbers, sources, omissions, uncertainties, and context before use.

  5. 05

    Make it reusable

    Save the approved process, prompts, templates, review rules, and handoff so the work does not start from scratch next time.

Where it runs

Built around the work you already do.

The practice is not taught in the abstract. Training applies the same responsible method to recurring civic workflows using public, approved, or practice materials, so participants learn by producing the kinds of work their organization actually needs.

Workflow area 1

Meetings, Records & Community Intelligence

Understand what happened, what changed, what people are concerned about, and what needs follow-through.

Workflow area 2

Civic Explainers & Public Communications

Turn verified source material into clear explanations, FAQs, evidence-based communications, and audience-appropriate drafts.

Workflow area 3

Recruitment, Volunteers & Organizational Capacity

Turn civic interest into clearer roles, structured onboarding, coordinated participation, and stronger continuity.

Each workflow area includes individual learning options and an Integrated Bootcamp. See Pricing for current formats and availability.

Non-negotiables

The lines that never move.

AI prepares the work. Accountable humans verify, approve, decide, and own it.

The workflow can adapt to the organization and the task. These boundaries do not.

A person owns every result

Accountability is assigned before work begins, not traced back after something is already public.

AI never makes the call

Endorsements, spending, compliance, and political positions stay with the people responsible for them, never the model.

AI never ranks or judges people

It never scores candidates, ranks volunteers, or profiles members. Fit, eligibility, and fairness stay human judgments.

The official record stays yours

Your minutes, records, and filings live in your own systems. AI drafts them; it never becomes the system of record.

Sensitive data stays protected

Voter, donor, and member information is handled with privacy-aware, approved tools, never pasted into AI casually.

Your committee’s voice stays its own

AI adapts to how your committee already writes and speaks. It never flattens your local voice into generic copy.

Public work is source-grounded

Every fact, date, and figure traces back to material your committee approved, never to something the model made up.

Nothing is auto-sent

Every output is review-ready; a person publishes, emails, or files it, never the machine.

Context and authority stay separate

Party, campaign, governmental, and organizational work require their own sources, permissions, roles, and approval chains.

How we work with you

We tailor the practice to your workflow and then leave you able to use it.

Learn → Apply → Operationalize describes your adoption journey. Discover → Design → Deliver → Handoff describes how CT Innovates helps you get there.

  1. Discover

    We learn how you work

    We learn how the work happens today, where capacity is constrained, and what success would look like.

  2. Design

    We shape it around your work

    We shape the workflow around approved sources, intended outputs, ownership, review, and organizational context.

  3. Deliver

    We run it live

    We teach and apply the workflow using relevant materials, with guided practice and human review.

  4. Handoff

    You keep the system

    You leave with reusable prompts, templates, review rules, ownership, and a process your team can repeat.

See the practice applied to your organization’s work.

Bring one public or approved source to a 30-minute Capacity Preview. We will demonstrate one complete workflow, from source to review-ready output, and help identify the most practical next step for your organization.

Schedule a 30-Minute Capacity Preview