Originally published on LinkedIn. View the original post ↗

Five-panel cartoon about requirements growing through procurement. A woman asks an LLM for a way to get groceries home. The RFP becomes an electric cargo bicycle; vendors interpret it as a connected delivery tricycle with tracking and dashboards. The final specification is an enclosed pedal-powered command center with solar power, a satellite dish, a drone and a coffee maker. The wide final panel reveals the actual need: a simple wire grocery basket on the ordinary green bicycle she already owned.

You have an LLM write your RFP. Your bidders use one to review it and draft their responses. In both cases, the LLM dutifully makes sure every requirement it can think of is tidily encased in the best practices it can conjure.

The result is often massive proposals that far outstrip the actual need.

An RFP is supposed to drive the price down through competition. Lately, I'm seeing it drive up costs via an LLM-induced scope-creep.

I'd start with a quality discovery process, working with a partner you trust to help give the project shape. Figure out what actually needs to be built, what can wait, and what it's likely to cost. That gives you a realistic budget to shape the first version.

If you then choose to run an RFP, you've got something meaningful for vendors to price, with the hard requirements and assumptions written down.

My bias here is obvious, but a properly-driven discovery session to scope out your 1.0 still yields the best results for most customers. If you need a partner to run that with you, give me a shout.

Alexander Thomas
CTO. Architect. Builder.