You don’t need to commit to a major rollout to begin with Agentic AI. In fact, the most successful deployments start with a TDE — Technical Discovery Engagement. It’s a short, structured way to test feasibility, understand your data readiness, and validate ROI potential.
From there, a phased rollout allows your organisation to ease into agent adoption — often starting in shadow mode, with minimal disruption to existing systems.
This isn’t about transformation. It’s about clarity, confidence, and controlled scaling.
Phase |
Description |
Outcome |
TDE |
Map value areas, confirm feasibility |
Strategic clarity |
Pilot |
One agent in shadow or advisory mode |
Low-risk validation |
Expansion |
Add agents or extend to new teams |
Scaled coordination gains |
Handover |
Training, dashboards, and documentation |
Long-term control with no lock-in |
📝 According to Forrester, pilot-first AI models reduce regret by aligning tech with operational reality early. WNPL’s phased model is built exactly for that.
“If we could test this without changing our current system — just observe and measure — what’s one area we’d want to try it in?”
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