Discover and prioritize
Map the real workflow, identify constraints, and select the opportunity where focused change can matter most.
Decision: what is worth proving?
How we work
Start with a real operating constraint. Prove the change before you scale it.
AFT uses a focused Discover–Prove–Implement–Adopt model that keeps business ownership, human oversight, and measurable operating decisions visible from the beginning.
Start with readinessThe delivery model
Four stages. A decision at every transition.
Prove the approach
Build a bounded pilot with explicit success measures, human checkpoints, and a clear decision to adapt, scale, or stop.
Decision: adapt, scale, or stop?
Implement and integrate
Connect the solution to existing systems and operating responsibilities without hiding critical exceptions.
Decision: ready for operations?
Adopt and improve
Train the team, establish ownership, monitor outcomes, and improve the workflow as needs change.
Decision: what improves next?
Conditions for progress
Useful AI work needs more than a tool and a deadline.
A real workflow owner
Someone with authority over the operation, its outcomes, and the decisions required to change it.
Accessible subject-matter expertise
People who understand the rules, exceptions, evidence, and consequences of the work as it is actually performed.
A bounded first result
A pilot framed around specific users, inputs, outputs, controls, and measures—not an open-ended transformation promise.
A scale or stop decision
Explicit evidence for adapting, expanding, integrating further, or ending the effort before sunk-cost momentum takes over.
Pilot framing
Define the affected users, inputs, decisions, exceptions, and measures before building the workflow.
Governance by design
Make data use, human review, error handling, access, and escalation part of the operating design—not a late checklist.
Adoption ownership
Assign process owners, train the people doing the work, and monitor whether the new path is actually being used.
What AFT will ask of your team
Make ownership explicit early.
- Name an accountable business sponsor
- Provide process and system subject-matter experts
- Identify sensitive data and policy constraints
- Agree on pilot measures and acceptance criteria
- Participate in review, testing, and exception design
- Assign adoption and post-launch ownership
Find the right starting point