A specialized AI proposal platform sits in a squeezed position, and the squeeze is getting tighter. The idea isn’t bad. The middle of this market is just a hard place to stand. Here’s the honest read, and what to do instead.
A platform’s whole value is the AI in the middle. That position is being pressed from both sides at once.
The durable positions are the two ends. Cheap DIY, a frontier model and good prompting, for teams that can run it. And the full service, a team, for everyone who can’t. The platform you operate, in the middle, is the part that keeps getting crushed.
Press-button-get-proposal doesn’t work for anything non-trivial, because a proposal encodes strategy and relationships no model has. The hard part was never the algorithm. It was the integration into where your team actually works, and that’s where deployments die. Then there’s the quiet killer: every AI proposal tool assumes you already have a proposal team to run it.If your whole problem is that you don’t, the tool is shelfware by month three. Technology is about 30% of this. People are the other 70.
Build, buy, or rent? Two questions, an honest answer. Some of them point you away from hiring anyone at all.
Answer both for an honest read — some of these point you away from hiring anyone.
Before you renew or buy any proposal tool, write down who on your team will run it daily. If you can’t name the person, you’re buying shelfware. Test before you buy — or stick with a frontier model and good prompts.
A Pursuit Replay runs the candidate workflows against a pursuit you already finished — and tells you what deserves a tool, what deserves a build, and what deserves neither.
See Pursuit Replay →