Grant AI Lab

AI Grant Narrative Lab

Choose a grant program, enter your criteria, generate a narrative draft, then refine it by chat. Built for U.S. small towns, tribes, counties, RTPAs, transportation commissions, and state agencies that need practical, fundable language.

Want unlimited access? This workflow is included in OpenPlan subscriptions, and can also be custom-built into client-specific delivery systems.

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Project + Program Inputs

Complete as much as you have. The assistant will flag assumptions where details are missing.

Step 1 of 3 — Program + Applicant Context

Grant program *

Tip: Highlight school access, disadvantaged communities, and measurable safety/mode-shift outcomes.

Applicant

Location

Applicant type

Project name

Funding need

Local match capacity

Step 2 of 3 — Need, Scope, and Readiness

ToneTarget word count

Section focus

Project goals (required)Project scope (required)Equity + safety need

Advanced project details (optional)

Open this section for readiness, scoring strategy, risk, and political/board context.

Step 3 of 3 — Generate and Refine

To generate a draft, add: Project goals and Project scope.

Narrative Chat Editor

Ask for revisions like “make this more competitive for ATP scoring,” “tighten to 350 words,” or “strengthen rural safety framing.”

Welcome to the Grant Narrative Lab. Fill in the form, generate a first draft, then chat with me to tighten competitiveness, clarity, and delivery readiness.

Enter to send • Shift+Enter for a new line

Start with a free account. Want unlimited access and production rollout? It’s included in OpenPlan subscriptions, and available as a custom-built client solution.

What this lab is best for

• Rapid first-draft generation customized to a specific grant program
• Iterative revisions based on scoring criteria, equity/safety framing, and readiness realities
• Converting rough project notes into coherent, board-ready narrative language

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