The bid you win was decided long before you opened the document.

John Witt, Co-Founder and CEO of Stotles, audited government procurement for six years before building a platform that reads the public sector market for revenue teams. In this episode he splits bid teams into two groups: the ones who use data to get leverage, and the ones who use it to do research.

We cover the data most teams ignore, why frameworks are a licence to drive with no car attached, and the question that should kill half your bids before you start writing.

✹ Why 92% of suppliers now use AI to draft bids, and why that stat hides what actually wins

✹ Document intent data: the meeting minutes, FOI requests, and strategy docs that signal demand 18 months early

✹ How to read an incumbent and know when a contract is already lost

✹ Why qualification should be scored like a sales funnel, not a gut call

For revenue leaders, heads of bid, and anyone selling into government who is tired of losing bids they should have walked away from. We'll see you at http://www.stargazy.io

We cover where the human in the loop is disappearing, when buying software beats running on Claude and a spreadsheet, how to answer a CISO who has banned AI, and what happens to win rates in 2027 when every team automates at once.

This is Jasper's second time on The stargazy Brief. He spent more than a decade running enterprise sales and RFP processes before building AutoRFP.ai, and has worked with over 200 companies moving off legacy systems.

✹ Test the import of your messiest documents and the branded export before you trust the middle

✹ Go/no-go, first drafts, and fact-checking are already automated; SMEs are often a safety blanket teams do not need

✹ Volume and FTE-hours are the two signals that tell you when to buy

✹ Zero data retention, zero training, and data residency are the questions that unblock AI in a compliance-heavy sale

For heads of proposals, CROs, and solution engineering leaders deciding what to buy and why the last tool did not fix what it was supposed to.