Guides
The checklists and explainers, in one place.
Practical, plain-English writing on getting AI past the demo and into production: readiness, governance, outbound, and shipping AI inside a product. The mechanism, not the vocabulary.
- 5 min→
Why AI pilots fail to reach production (and how to fix it)
Most enterprise AI never ships, and the model is rarely the reason. Here is the load-bearing 80 percent every pilot skips, and the checklist that separates a demo from a system you can actually run.
- 5 min→
AI governance checklist: audit-ready for SOC 2, ISO 42001, EU AI Act
Most teams assemble AI governance the week a regulator, customer, or board asks, and by then the finding is already written. Here is what SOC 2, ISO 42001, and the EU AI Act actually want, and the checklist that keeps you ready before the question comes.
- 6 min→
AI SDR: why outbound is a research problem, not a sending one
Most teams try to fix outbound by sending more. The constraint was never volume. It is the account research every good message depends on, and that is exactly the step an AI SDR can finally carry at scale.
- 4 min→
What is an AI SDR? A plain-English guide
An AI SDR runs the outbound motion a sales development rep does before the conversation, research, writing, sending, follow-up, and booking, across every account at once. Here is what that means, how it differs from a sequencer, and where a human still belongs.
- 4 min→
AI production readiness checklist: is your AI ready to ship?
A working demo is not a shippable system. This is the production readiness checklist that separates the two, the questions to answer before you deploy, and the failure modes that sink AI projects after the pilot.
- 3 min→
AI GTM engine: how autonomous outbound replaces the SDR stack
The outbound stack automated sending and left the hard part, research and judgment, to people who ran out of hours. An AI GTM engine runs the whole motion instead. Here is what autonomous outbound means, and what it does not.
- 4 min→
Adding AI to your product without the pilot graveyard
A working AI demo inside your product is the easy part. The reason most AI features never ship is the scaffolding around them. Here is how to add AI to a product so it survives real users, and how to scope the feature so it ships.
Looking for the case studies too? See everything on the blog →