Rollout and training
Phased rollout by team and region, with role based training and playbooks written from the questions your people actually ask once they use the system daily.
Rollout across teams and regions, monitoring that catches drift, and a quarterly review that follows the results.
Typical duration
Ongoing
output: a capability your team owns, extends and can defend internally
Phase 04
A system that works for one team is not yet a capability. Scale is the work of spreading it, keeping it honest, and deciding what comes next with evidence rather than enthusiasm.
We hand over deliberately, with training, runbooks and a review ritual, and stay available on a light retainer if you want us close by.
What happens
Three workstreams, run in parallel, each with a fixed deliverable you can review.
Phased rollout by team and region, with role based training and playbooks written from the questions your people actually ask once they use the system daily.
Quality, latency and spend tracked in one place, with alerting that catches a model change or a data gap before your users notice the difference.
A standing review of quality, spend and new candidates, so the roadmap follows what the numbers show rather than what was agreed a year ago.
The method
Next step
A 30 minute call on scale, what it would take in your business, and whether the phase after it is worth funding.