Every platform you own will be replaced. What survives the migration is the method — how an implementation is specified, how you prove it’s telling the truth, and how what comes out of it becomes a decision. That’s what we train. The tool you happen to own is the material, not the subject.
We know the tools. We just don’t think that’s what your team is missing.
The budget is moving to literacy, not to licences. And the projects that die, die on the data underneath them — not on the tool on top.
How to open a setup nobody documented and establish what it actually does: where signal is lost, what consent really gates, which discrepancy matters and which is noise. Your team leaves able to audit the next vendor’s work — and ours.
An implementation is a contract before it is a configuration. What has to be agreed before anyone opens a tool: the questions being answered, the events, the naming, who owns what, what a release is allowed to break. Written above the platform, so it moves with you.
Agents don’t fail on the model, they fail on the data underneath. What an agent may act on, how to verify what it hands back, where a human still has to sign. The difference between a team using agents and a team accountable for them.
Start at the decision and work backwards. Which question the data can answer and which it can’t, what a number isn’t saying, when a difference is real. The habit that stops dashboards from being decoration.
Tell us that, and we’ll come back with the workshop we’d run — or with the reason a workshop isn’t the answer.