When the same failure keeps returning, the problem is no longer execution. It is structure.
I produce fixed-scope diagnostic and redesign artifacts that name the hidden structural break, locate the governing mismatch, and give builders a governed replacement sequence.
Diagnostic Artifact
£10,000 · fixed fee
Structural diagnosis and correction map.
When you need to name the real failure.
14 days
Full Structural Engagement
£25,000 · fixed fee
Complete governed redesign sequence. Four artifacts.
The same failure costs more the second time than the first. At some point, the structure has to be named.
What this is
Two fixed-scope paths: Diagnostic Artifact (£10k) for structural diagnosis, or Full Structural Engagement (£25k) for diagnosis carried into the complete four-artifact redesign sequence.
What it solves
Recurring failure caused by hidden structure in interfaces, incentives, ownership, host constraints, or enforcement.
Who it is for
Founders, CTOs, product leads, and decision owners who need a structural read their builders can execute against.
The method
Seven-step diagnosis sequence — system definition through governing diagnosis to builder-ready artifact. Read the method →
How to start
Email five lines plus any relevant materials you already have.
Three systems. Thirteen complete deliverables. Nine public proof documents. Four restricted specifications. Each proof set demonstrates the same structural movement: shared language → structural diagnosis → public replacement logic → restricted full specification.
01 // Outlier AI
Expertise-coded reliability pipeline
AI task marketplace · private platform
Recruited as an expertise market. Operated as a reliability pipeline. Every downstream mechanism — qualification, scoring, routing, pay — inherits the mismatch.
Public healthcare institution · National Health Service
Record-rich system. Continuity-poor reality. The system generates more data about patients than ever; less of it arrives, in retrievable form, at the moment a decision must be made.
Patreon’s founding patronage primitive cannot be faithfully expressed inside Apple’s transaction-coded IAP grammar. At the iOS “Join” moment, a Primitive Switch forces relationship-coded support into an Apple-governed subscription event. The proof set surfaces two mutually exclusive exits, not one linear fix.
It does not add another opinion layer. It gives decision owners and builders a shared structural read of the failure, the rule that is breaking, and the order in which change must happen.
01
The failure is named correctly
The repeated symptom stops being discussed as a moving target. The structural failure is named once and located precisely.
02
Builders stop designing while implementing
The artifact becomes the design source. Builders execute against a written structure instead of inventing interpretation midstream.
03
The system carries what humans were patching
The artifact defines what the system must enforce, what it must not absorb, and where the boundary sits. It identifies the Ghost Structure: manual workarounds, off-platform instructions, informal memory, and compensating human labour that exist because the structure does not carry the function itself.
Choose the engagement path that matches the state of the problem.
This is the only way to engage. Two fixed-scope engagement paths. Not consulting, not workshops, not open-ended advisory. Diagnostic only when a structural read is the immediate need. Full Structural Engagement when naming the failure without a change sequence would simply restart the cycle.
01 // Diagnostic Artifact
Visibility
from £10,000Fixed fee
To name the structural truth and end interpretation drift.
diagnostic only14 daysfixed-scope
Start here when something keeps breaking but the real failure is not yet visible. Use it to make the real rules visible before builders move.
When to use this: The same failure keeps reappearing. Teams disagree on what the problem actually is. Policy and reality have drifted apart. No one has a single structural read everyone can act against.
What you receive
System topology: where work actually flows and where the burden really lands
Primitive definition: the real unit of work
Invariants: rules that must not break
Enforcement map: where rules live vs where they break
Mismatch analysis: stated design vs operating reality
Governing diagnosis: the central structural truth, written to circulate internally
Build map: what must change first, and what depends on what
If redesign is commissioned separately at a later stage, the total across both engagements will be £35,000.
Diagnose the break, then define the new boundary and order of change.
Includes the full diagnostic and redesign sequence, plus the Translation Artifact and Redesign Executive Summary required to circulate the work across leadership, product, operations, and builders. No hourly rates.
When to use this: The failure is serious enough that naming it is not sufficient. Leaving builders without a change sequence simply restarts the cycle.
Diagnosis always runs first. Redesign follows only after the governing diagnosis is accepted. Where diagnosis reveals a strategic fork, the redesign provides the decision surface and restricted specifications required to choose between incompatible futures.
Commissioned separately, diagnosis and redesign total £35,000. As one governed sequence, £25,000.
The Diagnostic Artifact names the structural truth. The Full Structural Engagement carries that truth into the change sequence. Full details on the Services page.
diagnostic scan
Self-screen before sending a brief.
Four questions. Answer them honestly and you will know whether the failure is structural, and where to look first. Use this as a first-pass fit check before briefing.
// Research spineDiagnostic Lens Trilogy · selected from the 10-paper Diagnostic and Replacement Series
The Diagnostic Lens Trilogy is the entry point into a ten-paper public research sequence. Papers 1–3 diagnose recurring structural failure. Papers 4–6 define replacement, substitute construction, and admissibility. Papers 7–8 name the correction sequence and host constraint. Papers 9–10 reduce the series to coordination kernels and turn that reduction into a generative method. The papers define the public laws behind the artifacts; the client work applies those laws to a bounded failure pattern.
Paper 01Preprint on SSRN
The Expertise Illusion in AI Task Marketplaces
How reliability pipelines borrow the language of expertise. Introduces interface-legitimacy mismatch and the Transfer Test: systems that signal one kind of capability while operationally consuming another.
Introduces the Four-Function Law: institutions fail under scale when sensing, interpretation, authority, and memory remain fused in the same human node at the point of consequence.
Why Systems Can't Fix Themselves: The Missing Redesign Layer
Introduces the Redesign Law and correction collapse. Distinguishes execution, diagnosis, and redesign, and shows why the first two cannot reliably produce the third from within the same correction loops.
A failure has started repeating and nobody has a single structural read of what is actually wrong.
✓The same failure keeps returning under different labels
✓Teams disagree on what the real problem actually is
✓Builders are inventing design while implementing
✓Manual workarounds are carrying load the system should absorb
✓Ownership is blurred across roles, teams, or interfaces
✓Policy, tooling, and operating reality have drifted apart
✓The cost is recurring but the cause is structurally unclear
Not a fit
The issue is narrow, isolated, and already understood at the technical layer.
✗A one-off bug with a clear technical owner
✗A known defect requiring engineering execution
✗A live incident needing operational command
✗Code-level root-cause analysis from logs or infrastructure
✗Architecture, security, or infrastructure work
✗Vague dissatisfaction without a bounded failure pattern
✗Implementation support where the design is already settled
how to start
// How to startentry route
If your system keeps failing in the same way under growth, send the failure pattern first. I review fit and confirm whether the right path is the Diagnostic Artifact alone or the Full Structural Engagement.
The five-line brief is a fit screen, not the diagnosis itself. Do not send a solution. Send the repeated failure.
01Step 01
Send the brief. Five lines plus any relevant material you already have.
02Step 02
I review fit. I confirm whether the right path is the Diagnostic Artifact alone or the Full Structural Engagement. No one moves directly to redesign — diagnosis always runs first.
03Step 03
You receive the artifact. Either one Diagnostic Artifact, or the full deliverable set in the Full Structural Engagement: Translation Artifact, Diagnostic Artifact, Redesign Executive Summary, and Full Redesign Artifact.
Submit a five-line brief
01What keeps going wrong?
02What is it costing? Money, time, trust, load, delay, or drift.
03Where does it show up? Teams, roles, systems, or touchpoints.
04What has already been tried? Fixes, workarounds, decisions attempted.
05What cannot change? Non-negotiables, constraints, conditions that must hold.
If neither engagement is the right fit, I will say so.