Blog · Tag
teardown.
10 posts in this archive.
AutogenAI one year later: follow-up on the August teardown
Revisiting the AutogenAI teardown from August. Three things that changed in their positioning and product, two that didn't, and one thing we got wrong the first time.
An anonymized winning proposal, torn down
A public-sector award with public artifacts. What won, what the scoring rubric rewarded, and three things a typical proposal team would have gotten wrong.
Anatomy of a multi-award IDIQ solicitation
Reading a federal multi-award IDIQ end-to-end. Task orders, ceiling prices, evaluation factors, and three red flags to catch before bid/no-bid. Annotated walk-through of a recent civilian-agency vehicle.
Vendor onboarding DDQs across four industries
Finance, healthcare, SaaS, and defense. The same 200 questions in four different rephrasings. A teardown of how the category-specific framing changes what the buyer expects to see in the answer — and what stays the same underneath.
What a Forrester Wave on proposal tools would need to evaluate
Forrester has not published a Wave specifically for proposal management. A criterion-by-criterion read of what such a Wave would need to measure — where the generic rubric fits real buyer behavior, where it lags.
Anatomy of a mid-sized municipal RFP: Chicago-shaped
A walk through the structure of a typical mid-sized municipal RFP — front matter, technical scope, evaluation, contractual riders — using a representative Chicago-shaped solicitation as a composite worked example.
The Responsive teardown: what 'enterprise-grade' means
A feature-by-feature look at Responsive (formerly RFPIO) — content library, AI, workflow, reporting — using public review sites as the primary signal. Where they win, where they don't.
The Loopio teardown: what 1,700 customers are actually paying for
Loopio is the category's reference customer. Reviews, pricing signals, and product surface area, taken seriously. What it does well, what it doesn't, and what 1,700 customers are buying when they renew.
Anatomy of a 40-ish-page state RFP: a composite teardown
A structural walk through a typical mid-sized state RFP — modal-verb density, scoring rubric, buried disqualifiers. Composite teardown built from public state procurement patterns, not one specific document.
Five patterns we see in Georgia state procurement postings
A structural read of patterns that recur across Georgia Procurement Registry solicitations. Five observations about how Georgia agencies draft RFPs and what each pattern tells a vendor about how the buyer thinks.
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