Lead story

AI CPQ: The Defensive Post Is a Market Signal
When a legacy vendor says a new approach is impossible, but puts it on their roadmap, that's not a thesis. It's a timestamp for a market shift.
Lead story

When a legacy vendor says a new approach is impossible, but puts it on their roadmap, that's not a thesis. It's a timestamp for a market shift.
Features
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MAY 28, 2026 · 4 min read
AI doesn't replace your logic; it depends on it. The winning architecture is hybrid: AI handles conversation while your rules engine guarantees correctness.

MAY 1, 2026 · 6 min read
Losing at the proposal stage isn't a pricing problem; it’s a structure problem. Your CRM gives you visibility, but it can't give you the structure that wins deals.
In brief
JUL 3, 2026 · 7 min read
You do the hard work to send a perfect quote, then fly blind the moment the buyer decides. What if your proposal was a sensor instead of a static PDF?
MAY 19, 2026 · 6 min read
Your CPQ only covers flagship products while the rest live in spreadsheets. That isn't normal; it's a price signal. The cost of modeling is collapsing, and your long tail is about to change.
APR 16, 2026 · 7 min read
Your last CPQ project took 500 hours. The next one can take 50. The path isn't a new tool, but shifting the owner's job from building the model to approving it.
MAY 26, 2026 · 6 min read
Your CPQ problem isn't features; it's latency. Learn how to cut the time between buyer intent and a trusted quote with a solution built in months, not years.

cpq
Core CPQ content—Configure, Price, Quote software, strategy, vendors and implementation best practices.

CPQ Reasoning
Software that helps the user understand the rules of a complex offering and uses them to generate a correct, explainable proposal from partial inputs.

pricing
Pricing strategy in CPQ: discounting, margin control, customer pricing and governance for better profitability.