Introducing Assertion Reviews

Protect your proposals from AI hallucination liability with auditable assertion reviews.

The Problem: AI Hallucination Liability

Any AI hallucination, even if more rare now, presents a liability as a false claim if included in your proposal. Even if you don't use AI directly, you are still at risk of rogue users using chatbots on their own to generate content that makes its way into your final submission.

In today's proposal environment, the stakes are higher than ever. A single false claim or unsubstantiated assertion can derail an entire proposal, damage your company's reputation, and even lead to legal consequences. The challenge is that AI-generated content can look polished and professional while containing subtle inaccuracies or unsupported claims.

The Solution: Auditable Review Process

You need an auditable review process that has your authors and other reviewers check for and validate assertions. This isn't just about catching obvious errors—it's about ensuring every claim in your proposal can be backed up with evidence and expertise.

An effective assertion review process should:

  • Identify all claims: Systematically find every assertion made in your proposal content
  • Assign responsibility: Ensure each claim has a designated reviewer with relevant expertise
  • Document validation: Create an audit trail showing how each assertion was verified
  • Flag risks: Highlight high-risk claims that need extra scrutiny

Proposability's New Assertion Review Feature

We've added a new assertion review feature to help you include this critical process in your proposal workflow. Our AI-powered system detects assertions made in your proposal content and tees them up for systematic review by your team.

Here's how it works:

  1. AI Detection: Our system scans your proposal content to identify claims, statements, and assertions that need validation
  2. Author Review: Authors are prompted to review the assertions and positively affirm claims they've made
  3. Reviewer Review: Reviewers receive clear guidance on what needs to be verified and how to document their findings
  4. Audit Trail: Every review decision is tracked and documented for compliance and quality assurance

This feature integrates seamlessly with your existing Proposability workflow, ensuring that assertion review becomes a natural part of your proposal process rather than an afterthought.

Why This Matters Now

As AI becomes more prevalent in proposal writing, the need for systematic assertion review becomes critical. Companies that can demonstrate robust review processes can even add such assertions as a selling point to their proposals, adding credibility and a competitive advantage in an environment where trust and accuracy are paramount.

Don't let a single unverified claim undermine your entire proposal effort. Build assertion review into your process from the start.

Contact us for a demo to learn more about our assertion review feature and how it can strengthen your proposal process.

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