Guides, interactive tools, and points of view on the whole pursuit — and the video library, where we build in the open. Built from primary sources: the FAR, GAO protest decisions, SBA rules, DoD reporting. No gate, no fluff. Use it.
Live builds of the tools on the demo floor, each one a “build this yourself” walkthrough: the prompt, the safeguards, the mistakes, the fix. Hosted on YouTube, linked here as they land.
The training videos come first, then the reels cut from them. Until they land, the written library below is the whole method, and it isn’t going anywhere. The live builds themselves happen inside the bench, weekly.
Where AI belongs in a pursuit, where it doesn’t, and how the process changes shape around it.
AI made the draft cheap, so the work moved to the bookends — the plan that becomes the prompt, and the review that catches what cheap drafts miss.
CapstoneEight steps from go/no-go to a knowledge base that compounds — the whole workflow, end to end, and how we run it.
ToolSort any task by the Four D’s and see where AI belongs and where it doesn’t.
ToolThe five-part formula with five proposal presets. Build it, copy it.
ToolSize the effort before you commit — and see the level of support that fits.
AI drafts from what you already know. Most organizations don’t know what they know, or where it is.
What’s safe to run through AI, what isn’t, and how to pick tools without marrying a vendor.
Getting a team to actually use the thing — and what happens to the market when everyone adopts carelessly.
Score a pilot on six criteria before you sign anything. Vendor demos are fiction.
ToolPick the symptom, get the cause and the one fix. Bad output is a prompt problem, not a model problem.
POVAI cut the cost of launching a bid to near zero. Now the lane is full of debris, and everyone pays the navigation tax.
If you can’t score it, you can’t govern it. What to measure, and the metric to stop worshipping.
If it can see the final answer and run on cleaned-up knowledge, it’s a demo. What an honest test looks like: time-locked evidence, blind review, a graduation gate.
ToolPersuasive, Accurate, Relevant, Complete. Rate any AI-drafted section; anything under 3 goes back.
POVThe industry’s core metric is gameable, noisy, and points at the one thing you don’t control. A scoreboard that rewards discipline instead of luck.
The fundamentals the AI runs on. None of this changed because the drafting got cheap.
Where the instructions and the scoring live — and why they decide the bid before you write.
GuideThe preventable misses that screen you out before anyone reads your approach.
ToolFive habits that make a proposal easy to score — with a self-check.
ToolRun the gate before you spend a dollar of B&P. The honest no is the point.
GuideThe pre-RFP window FAR 15.201 invites you into — and how to use it.
GuideThe four ways to buy — freelancer, consultancy, AI tool, in-house — with honest numbers and the catch on each.
One workflow teardown, one governance or measurement pattern, and one piece of pursuit craft. Every couple of weeks, no gate.
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