AI-era capability architecture

AI absorbed
the work.
Nobody rebuilt
the people model.

Execution is instant and effectively free. The constraint moved upstream — to how fast an organisation can see what its people can actually do.

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The inflection

Every operation already generates
the signal. Almost none connect it.

5+Systems capturing capability
signal in a typical operation
21Days after a program — the
least instrumented window
0Of it connected at
the level of the person
24+ years · built and run from inside

Not advice. Accountability for whether the number moved.

AmazonAccentureCognizantSutherlandAegis

Learning architecture for a global compliance function. Training and quality across two of the largest digital-advertising operations in the world. The largest annual new-hire ramp in a 25,000-person services business. Named employers, sector-only outcomes — by contract.

Field evidence · sourced, sector-only

Numbers that can be walked
through line by line.

77 → 93%Quality score on an escalated account, inside 90 days, while headcount ramped 70%
70 → 89%CSAT across a 1,600-person operation
10,000+Professionals trained across 10+ sectors
100%Would recommend — every response captured, three cohorts
Every figure, with its source →
The portfolio

Four tiers. Scoped by depth, not by price.

01Capability strategyWhat capability is for, before anyone builds 02Capability architectureSystems, not events. Handover is the deliverable 03Work IntelligenceThe AI layer over the systems you already run 04TreengSixteen AI diagnostic engines. Free to start
Work Intelligence · the loop

Sense. Connect. Predict. Act.

SENSEQuality, transcripts, system behaviour, tenure, learning and HR events — read where they already sit
CONNECTOne living capability record per person, mapped to your own competency model
PREDICTReadiness, risk and next-best intervention, per person, per week
ACTNudges inside the tools people already use. Every correction becomes signal
Open the 3D map →
One floor first

Start where the
number lives.

A 120-day activation takes one process, one leader and one number. Data access from day one. A decision gate at day 90. If the diagnosis says the problem is not capability, it ends there and I say so.

See the 120-day activation → The full offer