Built on corporate data your company already owns. Nothing is asked of an employee before anything is offered.
Corporate data first · no survey, no timesheet.
CORPORATE DATA ONLY
Find where your AI transformation is actually working — with evidence you can inspect.
The systems the company already runs — work tracking, source control, documents, calendars — read where the work already happens, with scope agreed in the scoping phase.
The organization starts seeing itself with what it already has. No employee has to install, declare or opt in before a leader gets a first answer.
Leader views are aggregated, with a floor below which nothing is shown. Where a claim would concern a person, it is consented or it is not shown.
THE QUESTIONS LEADERS ASK
Each answer arrives with the evidence it rests on, its confidence, and how fresh it is.
Where work queues, which handoff is costing the most, which team sits on the critical path of work it is not resourced for — read continuously, not reconstructed by hand once a quarter.
After a step was accelerated, which next step now receives more than it can absorb, and what the intervention actually did — the baseline and the after, side by side.
What the organization can demonstrably do, where it is concentrated, what is emerging — and what a program would truly cost in time and capability.
HOW IT WORKS
Signals are collected where work already happens, distilled into a structured memory, and revealed as answers that open onto their evidence.
01
Step 01
Signals are read from where work already happens — no survey, no timesheet, no new tool to adopt. Work on a team or the organization goes to the organizational agent; a person's own work goes to theirs.
02
Step 02
Signals become a structured, long-term memory: claims about process, collaboration, capability, cost and access, each linked to the evidence behind it, indexed by confidence, recency and who may see it.
03
Step 03
Ask in plain language. Every answer opens onto its evidence, carries its confidence, and says what changed since last time. People decide.
WHAT COMES BACK
Load versus staffing, read from the work — so a reallocation rests on where work actually queues rather than on who argued loudest.
Where the constraint moved after the last acceleration, and which handoff kept its old cadence — visible before delivery pays for it.
What the plan presumes, whether the organization has demonstrated it, and how concentrated it is — every assumption traceable to evidence.
Where know-how and de facto ownership sit with one person, and what depends on them — so succession is planned before the exit, not after.
Every engagement opens with a fixed-fee scoping phase, credited in full if we continue together. Forty-five minutes with a founder is how it starts.
There is something to see. Ask for a demo.
