The Pattern Map.
The same handful of structural failures, traced wherever they've shown up across thirty-nine years and more than twenty sectors — each one linked back to where it was written about, and to the card that gives you something to do about it, where one exists.
These aren't a list of unrelated observations. They're the same small set of structural failures, recurring under different names in different industries — the same mechanism that fails a fraud victim in banking also fails a patient in the NHS, and a candidate applying for a job. Seeing the pattern is the first step; the sector instances below are the evidence, not the argument.
Built from what's actually been published, not from theory. Some patterns already have a Practice Library card attached — something you can act on. Others don't, because not every pattern resolves into a checklist. Recognising the shape of a problem is not the same as fixing it, and this map doesn't pretend otherwise.
Trace a pattern across sectors
Correct at every step, wrong at the end
No individual part of the system fails — every department, every agent, every board process does exactly what it was designed to do — and the outcome is still wrong, with nobody positioned to own the gap.
Coming to the Practice Library Reimagine Governance.
- AI / Tech The Orchestration CrisisMulti-agent systems where every agent does its job and nobody is accountable between them.
- Public Sector Every Department Did Its JobEvery part functions correctly; the outcome is still wrong and nobody owns it.
- Public Sector The KPI That Measured the Wrong ThingDigital services measurement that makes failure invisible while the dashboard stays green.
- Financial Services The Decision Nobody MadeAutomated lending decisions accountable to no one.
- Corporate Governance The Board That Didn't Understand What It Had ApprovedAI accountability dispersing across the governance chain.
- Corporate Governance The Leader Who Listened FirstCounter-example: mediation layers process out what matters before it reaches the decision-maker.
The dashboard stays green
Measurement and consultation substitute for genuine understanding. The organisation collects a number or a response, treats the collecting as the work, and never asks whether it changed anything.
No Practice Library card for this one — recognising the pattern is the point; not every pattern resolves into a checklist.
- HR / People The number that tells you nothingEngagement scores measure the temperature of the room, not why it's cold.
- Public Sector The consultation that changed nothingConsultation designed to produce a record of having asked, not to change course.
- Corporate Governance The Company That Measured What MatteredOrganisations optimise for the first slide; the second slide rarely reaches the board.
- Corporate Governance When the board asks the wrong questionEngagement scores mistaken for people intelligence at board level.
- Product / Tech The data you already have and never readYears of qualitative data collected and treated as unanalysable.
- Product / Tech The Feedback Loop That Actually WorkedCounter-example: visibility is the condition most feedback systems skip.
- Cross-cutting The voice that never reaches the roomThe connective mechanism: intelligence degrades as it moves up the chain.
Built to be defensible, not to help
Institutional response systems — fraud, breach, cybersecurity — are built to produce a record that the institution acted, not to close the exposure or protect the person living inside it.
Coming to the Practice Library Protect Yourself, Build Your Digital Fortress, Fortify the Enterprise, Defend Your Identity from Theft and Impersonation.
- Financial Services Why the Victim Is Always WrongFraud response designed to protect the institution, burden placed on the victim.
- Financial Services The fraud was an event. This is a condition.Recovery infrastructure built for institutional liability, not the person it's meant to help.
- Financial Services It Cannot Automate TrustSecurity advice that transfers the burden of defence to the least-equipped person.
- Cybersecurity The company that knew and said nothingBreach disclosure designed to serve the institution managing it, not the person whose data was taken.
- Cybersecurity It can be managedGovernance built to document exposure, not close it.
- Cybersecurity Crime with a support deskCriminal support infrastructure built to reduce friction better than legitimate response systems.
- National Security Nobody Decided This Was AcceptableStuxnet and the absence of updated international frameworks.
- National Security They Already Have ItHarvest-now-decrypt-later, active while migration hasn't started.
Designed for the person who isn't there
Systems are built around the capable, average, organised user, and fail exactly at the point where the person in front of them is least able to advocate for themselves.
Coming to the Practice Library Design for the Human OS.
- Healthcare The Screen That Broke the TrustAn NHS digital prescription system that worked exactly as designed — for a patient it wasn't designed for.
- Healthcare The Body That RemembersSystems built around emergency response, not the person living inside the risk every day after.
- Healthcare The App That Actually HelpedCounter-example: designed from what it feels like to manage a condition.
- Healthcare While patients waitProven AI diagnostics, blocked by funding and infrastructure from the people who need them most.
- Public Services The Last Person in the QueueDigital-by-default makes people who can't use digital invisible.
- Public Services The Bin Hasn't Changed (Only the Lorry)Digital-first layered onto analogue problems, indistinguishable from designed exclusion.
- Design Designing for the Person Who Isn't CopingDesign assumptions that fail precisely when the person is least able to advocate for themselves.
- Design The Question That Changed the Design“Who is this hardest for?” — almost never asked at the point it could change the outcome.
- Agriculture The Land the Data MissedPrecision agriculture designed for a farm most farmers don't have.
- Accessibility The Standard That Raised the BarCounter-example: the curb-cut effect — raising the floor for excluded users raises it for everyone.
The science works; access hasn't followed
The scientific or clinical capability is real and proven — the barrier is who gets to it, at what cost, and on whose terms.
No Practice Library card for this one — recognising the pattern is the point; not every pattern resolves into a checklist.
- Biotech / Health The Body as a LabIn-vivo gene editing; governance decides who gets access.
- Biotech / Health The Machine That Designs MedicinesAI drug discovery outpacing the access question.
- Biotech / Health What the Cold Chain Cannot ReachBiological medicine manufacturing concentrated in wealthy countries.
- Biotech / Health Reading the Map Inside the CellSpatial diagnostics confined to specialist centres.
- Biotech / Health The instruction in the injectionPersonalised mRNA cancer vaccines, where personalisation itself is the access barrier.
- Biotech / Health The bottleneck movedDrug discovery compressed to eighteen months; trial and regulatory pace hasn't moved.
The science works; deployment infrastructure hasn't followed
The engineering or technology is real and works at scale in principle — the barrier is the manufacturing capacity, regulatory pathway, or physical infrastructure needed to actually build and run it.
No Practice Library card for this one — recognising the pattern is the point; not every pattern resolves into a checklist.
- Energy Too Cheap to Meter, Too Slow to BuildNo SMR has been built on time or on budget yet.
- Energy Three Days EarlierAI weather forecasting outruns the observational network it depends on.
- Space Coverage Is Not AccessSatellite coverage reaches billions; subscribers number in the millions.
- Space What gets funded in spaceCommercial orbital platforms changing who decides what science gets funded.
- Materials Science It Remembers What Shape to BeShape-memory alloys constrained by regulatory and manufacturing scale-up.
- Materials Science The Science Is Not the ProblemSelf-healing concrete, deployed since 2011, invisible to procurement that prices only the initial build.
- Computing Twenty WattsThe brain does in 20 watts what GPU-based AI vision burns thousands of times more energy to match.
- Computing The Error is the PointQuantum error correction confirmed; the cryptographic migration hasn't started.
- Computing They Already Have ItPost-quantum standards published in 2024; most organisations still have no cryptographic inventory. Also in “Built to be defensible, not to help.”
A new case — data centre energy demand colliding with grid capacity and local housing supply — is already being tracked for a future piece.
The permanent record you didn't choose
Data about a person is captured once and becomes a durable, portable record used to make decisions about them, with no mechanism for the person to see it, correct it, or reclaim it.
Coming to the Practice Library Manage Your Algorithmic Reputation, Shape Your Networked Self.
- Consumer Tech The Thing You Gave Away for FreePersonal data shared online creates a permanent, portable record that can't be reclaimed.
- Consumer Tech The Anticipatory TrapThe model built of you is owned by the platform, not by you.
- Financial Services Permanent, Portable, WrongData profiles determine credit, job screening and insurance terms before the decision is even made.
- Government / Data Sovereign is Not a PostcodeDatacentre location is not the same as control over the data in it.
Engineered compulsion
Attention and agency are captured by design, not accident — mechanisms borrowed from behavioural psychology that produce a compulsion the person experiences as their own failing.
Practice Library card Your Smartphone's Grip, Shielding Your Focus.
- Consumer / Platforms The Campfire ProblemThe evolutionary pull to share attention, captured and redirected by design.
- Consumer / Platforms The Stage With Too Many ActorsDigital environments systematically exceed finite attention capacity.
- Consumer / Platforms Technically PresentInattentional blindness as a designed operating condition, not a concentration problem.
- Consumer / Platforms A Reflex That Was InstalledThe compulsion to check your phone, engineered on slot-machine mechanics.
- Children / Education Boredom Was the DoorwayThe absence of boredom is the first thing the design took away from children.
- Children / Education Why Helpful Isn't the Same as GoodTechnically helpful, entirely wrong — a voice assistant answering a child about death.
The application serves the pipeline metric, not the candidate
Recruitment and hiring technology is optimised for the volume and manageability of the process on the organisation's side — the candidate's chance of being seen by a person is not the thing it was built to protect.
No Practice Library card for this one — recognising the pattern is the point; not every pattern resolves into a checklist.
- Recruitment Apply. Wait. Disappear.Easy Apply generates volume that serves recruiter pipeline metrics, not candidate chances.
- Recruitment The Application That Went NowhereThe process structurally redesigned to serve the organisation, not the candidate experience.
Two further cases — correlated rejection across employers using the same screening model, and CV-screening that reads a career gap for childcare or caring like any other gap — are already being tracked for future pieces.