Insights from Our Team on When to Use AI — and When You Still Need a Pro
In an era where artificial intelligence (AI) is rapidly transforming every industry, government contracting is no exception. But when it comes to writing winning proposals, there’s a fine line between using AI effectively and using it irresponsibly. At SAS-GPS, we’ve worked with hundreds of clients bidding on federal contracts, and we’re often asked: “Can I use AI to help write my proposal?” The answer? Yes — but only with a strategy and strong human oversight.
In our latest video, SAS-GPS Director of Business Development Sarah Pagona breaks down the smart way to use AI tools for government Requests for Proposals (RFPs), and where the risks begin to outweigh the benefits.
Watch the full discussion below, or keep reading for key takeaways.
How AI Can Help With Government Proposals
With dozens of new AI tools emerging daily, clients often ask us, “How can we actually use AI in a way that makes sense for our business?” The truth is, AI isn’t just about automation—it’s about intelligent decision-making. When used correctly, AI can save time, support brainstorming, and streamline repetitive tasks like formatting. Here are a few ways we’ve seen it work well:
- Drafting assistance: AI tools like ChatGPT can generate rough drafts based on templates or past content, making it easier to get started.
- Clarity and tone checks: AI can flag awkward phrasing and suggest improvements for readability.
- Data insights: Some tools can analyze contract awards or keyword trends to support positioning — though they won’t interpret what that data means for your strategy.
- Consistency reviews: From terminology to formatting, AI can help spot inconsistencies across volumes and sections.
Where AI Falls Short (And Why Human Oversight Matters)
In the video, we discuss some of the most common pitfalls:
- Over-reliance on AI-generated content – Proposals still require human expertise, especially when tailoring to specific agencies.
- Lack of compliance review – AI can’t replace proper review against RFP requirements or FAR clauses.
- Generic responses – Without the right prompts and oversight, AI content can sound repetitive or off-brand.
- Security issues: Uploading sensitive proposal data into public AI tools may violate confidentiality rules or procurement restrictions.
This is why we train our clients to use AI as a co-pilot, not the captain. At SAS-GPS, every AI-generated section goes through human review and editing—because nuance and compliance still win contracts.
Best Practices for Using AI in Proposal Development
Here’s how we recommend integrating AI into your contracting workflow:
- Start with a professional outline. Don’t ask AI to “write a proposal” from scratch. Feed it clear structure and context.
- Use it for support tasks. Summaries, outlines, formatting, and early drafts are where AI shines.
- Validate everything. Never submit AI-generated content without review from a qualified proposal writer.
- Stay informed and secure. Know your tools — and don’t risk data breaches by uploading source-sensitive information into public models.
AI is a game-changer — but it’s not a shortcut to a winning proposal.
It doesn’t replace strategic thinking, compliance expertise, or industry experience.
At SAS-GPS, we help government contractors combine the best of both worlds — leveraging AI where it works, and relying on professional writers and compliance experts where it counts.
Want help winning government contracts? Reach out to us today. Our team of veterans, writers, and consultants are here to help you win smarter.
