Phase 03 · Adopt
Shipping software isn't success. Adoption is.
Most AI projects fail not because the technology doesn't work, but because people don't use it. The system gets deployed, sits there collecting dust, and eventually gets abandoned. We don't build and walk away. We work with your team until the system gets used, delivers value and becomes part of how the day runs.
What we do
Adopt
The work that makes this phase deliver.
Team Training & Onboarding
New technology only gets adopted if it fits naturally into existing workflows. We work with your team to embed the AI system into their daily routines, identify friction points, and streamline processes so using the system is easier than not using it.
Workflow Integration Support
Deployment isn't the finish line. We train your team, monitor usage, and iterate based on feedback until the system runs without us.
Continuous Feedback Loops
We establish regular check-ins with your team to gather feedback. What's working? What's not? What could be better? This feedback drives iterative improvements based on real-world usage, not assumptions made during design.
Ongoing Optimization & Support
Even after the system is fully adopted, we continue to optimize. We refine prompts, adjust workflows, and address edge cases as they surface. The goal is a self-sustaining system, with support there when you need it.
What success looks like
- The system gets used daily
- The team trusts the output, and knows when to rely on it and when to double-check
- The system runs without constant intervention
- Your team can operate and troubleshoot the system independently
What you get
Handed over at the end of Adopt
Adopt runs alongside your team's normal work until the system is in daily use without us.
- 01Team training sessions run against real work, not a sandbox
- 02Written operating guides for the people using the system daily
- 03A usage dashboard covering throughput, exceptions and adoption
- 04Scheduled review cycles to gather feedback and act on it
- 05Iterative refinements driven by the exception log
- 06A handoff to your named internal owner, with escalation paths documented