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The AI-Assisted SBIR Playbook

Use AI to Build Stronger, Safer SBIR/STTR ProposalsA practical playbook for founders, technical teams, and first-time applicants who want to use AI for topic selection, solicitation analysis, research, outlining, editing, and final review — without losing credibility or control.

• Get the Playbook

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SBIR Proposals are hard to write

Most teams do not fail because they cannot write. They fail because they choose the wrong topic, misunderstand the solicitation, overstate their evidence, or discover too late that their proposal does not match reviewer expectations.AI can help — but only if it is used carefully. Used badly, it creates generic, risky, or noncompliant text. Used well, it helps you analyze, compare, structure, and stress-test your proposal before you waste weeks polishing the wrong idea.

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A step-by-step guide to AI-assisted SBIR/STTR proposal development

The AI-Assisted SBIR Playbook shows you how to use AI as a structured assistant throughout the proposal process — not as a substitute for your technical judgment.It focuses on the parts of the process where AI is genuinely useful: extracting requirements, identifying gaps, comparing opportunities, organizing evidence, improving clarity, and running final checks.

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What you get

Main PDF Guide
A practical workflow for using AI across the SBIR/STTR proposal process.
* Prompt Library
Ready-to-use prompts for topic discovery, solicitation analysis, research, outlining, editing, and final review.
* Compliance-Focused Guidance
Guidance on where AI is useful, where it is risky, and when human judgment must stay in control.
Go / No-Go Workflows
Methods for deciding whether a topic is worth pursuing before investing weeks of work.

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