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Guide

The AI Skeptic’s Checklist for Quality Control

While AI promises speed in proposal development, “The AI Skeptic’s Checklist for Quality Control” provides a critical, people-first framework to ensure teams use the technology responsibly instead of merely accelerating flawed content. Based on principles from RFP expert Darrell Woodward, this governance tool empowers professionals to rigorously fact-check outputs, enforce human intuition, and maintain strategic purpose before finalizing drafts.

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In this guide we cover

1

Strategic Alignment and Purpose

How to verify that AI-generated content actively serves your bid’s purpose, such as addressing evaluator needs and compliance, rather than just filling with generic fluff.

2

The Human-AI Partnership

Strategies to ensure human insights drive persuasion and differentiation, preventing teams from simply accepting the first AI output as a completed draft

3

Rigorous Verification Standards

The crucial requirement to confirm that all technical claims, metrics, and proof points generated by AI are fully traceable to approved sources.

4

Tone Control and Eradicating 'AI Tells'

Actionable steps to remove robotic markers, like the overuse of words such as “delve” or “robust”, to maintain a natural, persuasive human brand voice.

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