Stage 01 · The Front Door
See the gap before it costs you.
Seventy per cent of what makes AI transformations fail lives in the organisation, not the technology – and most teams can't see it until it's expensive. The Coherence Audit measures it: a scoped, time-boxed read of whether your organisation and your AI products are coherent enough to hold what AI is accelerating.
The Problem It Solves
The layer everyone is circling. The layer no one is measuring.
Decisions made at the top arrive degraded at the bottom. Activity is up; coherence is down. AI is shipping – and surfacing fragmentation at machine speed. You recognise the symptoms. What you don't have is an instrument.
The Audit makes that layer visible – measured, not estimated. ¹ BCG, 2025: only ~5% of companies capture substantial value from AI at scale. ² BCG 10‑20‑70: AI success is ~10% algorithms, 20% data & technology, 70% people & process.
What It Measures
Four dimensions. Both ends of the chain.
Upstream · Operating Model
Can the organisation hold it?Can the organisation hold and route signal, and make decisions that actually land where the work happens?
Downstream · AI Product
Does the output land?Does the product's output land coherently for the human who receives it – Participant Coherence: does the signal land, form meaning, drive coherent action, retain trust?
One instrument · read at both ends of the same coherence chain
What You Get
Five artefacts. Board-ready.
Concrete deliverables you can act on without translation – not a slide of opinions.
A measured read across the four dimensions and both domains. Where coherence holds; where it fragments.
Where signal is absorbed and decisions degrade – named as architecture, patterns and structures, never as people.
The 3–5 highest-leverage interventions, sequenced by leverage, not by ease.
A leadership session plus a short document you can act on without translation.
A clear proceed / hold recommendation into Stage 02 (Compass Design). No pressure to proceed; the gate is honest.
What The Output Looks Like
The shape of the read.
A qualitative continuum, not a score. The Audit shows where each dimension sits between fragmented and resonant – and where signal degrades across the system.
Structural Friction Map
One signal line degrades across the system (ember). The map names the structure, never the people.
Illustrative only. The numeric scale, thresholds and computation stay off the page – by discipline.
How It Works
Time-boxed. Light on your calendar.
Partner-led from scope lock to readout. Fixed window, fixed scope – that tightness is the feature.
Which domain(s), which altitude, access to signal. Fixed from here.
Leadership interviews, signal sampling across the system, artefact review. Designed to be light on your calendar.
Baseline read, friction mapped, moves prioritised.
Board-ready session, document, decision gate.
The Honest Part
It's data, integration and change capacity – not models.
The Audit reads whether those conditions exist before you pour AI onto an incoherent base. This is the part that slows you down on purpose – because the best buyers already suspect it, and naming it is what makes the rest trustworthy. ³ Industry research consistently finds data, integration and change capacity – not models – account for the dominant share of AI project cost.
What it is
- A read of systems and conditions, at board and operating altitude.
- The instrument applied once, end to end, before any intervention.
- A fixed-scope, fixed-window, partner-led diagnostic.
What it is not
- A technology, data or security audit.
- A compliance or model-governance review – that's the layer below.
- An employee-engagement survey.
- A diagnosis or treatment of any individual.
The Boundary
Divergent Kind facilitates conditions for agency and coherence. We do not diagnose, treat, or cure.
Who it's for
Series B+ and AI-native founders, CAIOs, CPOs, co-CEOs and founder-dyads – growth-stage tech and regulated industries (financial services, insurance, professional services, healthcare).
When it's too early
If AI is still a single pilot with no operating-model exposure yet, the Audit will tell you to wait – and we'll say so before you spend.
What Happens Next