Human-Led Agentic Delivery, Proven for the Enterprise
A Big Four professional services firm wanted a real test of agentic delivery. We took its product owner's spec to a working, enterprise-grade product in eight weeks.
A Big Four professional services firm's product owner had spent months testing product ideas through vibe coding across AI platforms. One idea, an intelligence engine, was the one he had written his own spec for and wanted built for real. He wanted a real test of agentic delivery: take the spec, turn it into requirements, and build it quickly with humans and agents in a responsible way.
- It reads client-engagement signals (meetings, feedback, activity, budget) across disconnected systems.
- It shows a partner which clients need attention early, with the evidence behind every call.
- It serves any client-serving organization.
An engine for client signals
- A score alone tells a partner little. What matters is the direction, and why.
- Evidence shows the business where to focus, early enough to mitigate risk before it escalates.
- Every call traces down to its evidence.
A trend you can drill into
Vibe Coding vs. Human-Led Agentic Delivery
| Vibe coding | Human-led agentic delivery | |
|---|---|---|
| Ownership | Whoever prompted it | Named people own every gate |
| Done means | The demo runs | Acceptance criteria, code review, human sign-off |
| Progress | A demo, when it's ready | A walkthrough of the running system every Pulse |
| What you get | Demos that stay demos | Software an enterprise can run |
The Outcome
We delivered a working, enterprise-grade product through human-led agentic delivery in eight weeks, a fraction of the time traditional, non-agentic development would have taken, without giving up the rigor enterprise delivery requires.
- Seven components, a connector and an admin console
- Six of seven running at the first milestone, ahead of what was committed
- Started the day the spec arrived
- The business measures client satisfaction as signals arrive
- Partners see where to focus while there is still time to act
- Insight lands in the firm's existing tools, with no new portal
- Component-based: each practice adopts what it needs
- Deploys in or out of the client's environment
- Not tied to one AI platform; new signals can be added without a rebuild
Want to test agentic delivery on a real spec?
Challenge us. 30 minutes, no fluff.