A lot of AI consulting quietly ends at delivery. The system gets built, there's a handoff call, and then the relationship is effectively over — which is exactly backwards from where the real risk sits.
Why handoff is the dangerous moment, not the finish line
A system that works perfectly in a demo can fail quietly in production for reasons that have nothing to do with how it was built — an API a vendor changes without warning, a workflow that shifts as the business grows, a team that never fully adopted the new process because no one stayed around to help them past the awkward first few weeks. None of that shows up in a handoff meeting. It shows up a month later, when the system has quietly stopped doing its job and nobody noticed.
What "full scope" actually means
I treat deployment support, adoption handholding, and ongoing monitoring as core parts of the job — not a favor tacked on afterward, and not an assumption left implicit. Every build I do ships with named terms for this: a workmanship warranty that's free forever (if something I built breaks on its own, that's my cost, not yours), proactive self-monitoring, and a clear, modest fee only for fixes triggered by something changing outside the system — a vendor update, an API change, something genuinely external.
Why this actually matters for adoption
Most retainer or ongoing-support churn, across the data I've looked at, happens in the first 90 days. That's not a coincidence — it's the window where a team either sees the system catch something real, proactively, and starts to trust it, or never sees that happen and quietly reverts to the old manual process. The businesses that get real, lasting value are the ones where someone stayed close enough in those first 90 days to make sure the first proactive catch actually happened and got noticed.
The honest cost of skipping this
A system with no one watching it degrades silently. You don't find out it stopped working when it stops working — you find out weeks later, when someone finally goes looking for a number it should have caught and it isn't there. That gap, multiplied across a growing business, is exactly the kind of cost this is supposed to prevent in the first place.
Every build I scope names the warranty, monitoring, and incident terms explicitly — not buried in fine print. If a consultant's proposal doesn't mention what happens after handoff, that's worth asking about directly.