Engagements that show how the work is done.

Replacing a core banking system is an organisational problem

How to run the largest technology transformation in a bank's history when the difficulty lies not in the new system but in the volume of parallel decisions and cross-team dependencies.

IT organisation

300+ people

Parallel project teams

10+

Described by sector, no organisation name and no identifying detail.

Ten internal systems without ten separate stacks

How to build a dozen internal systems for a manufacturing plant and its sales operation without reaching the point where maintenance costs more than the build.

Systems on shared infrastructure

About 10, on a single VPS

Supplier price list validation

8–12 h of manual work to ~5 min plus 15–30 min of review

Described by sector, no organisation name and no identifying detail.

A postage stamp on a blockchain, for a buyer with no wallet

How to issue a philatelic release with an on-chain counterpart without losing the regulated status of a postage stamp, and without requiring the buyer to understand crypto.

Organisation size

80,000+ employees

Product reach

Nationwide

A crowdfunding platform built from zero, under supervision

How to take a fintech platform from an empty repository to production in the cloud when supervisory requirements apply from day one rather than from the first audit.

Starting point

Zero to production

Environment

Azure cloud

Recruitment software written around the audit that is coming

How to build AI-assisted hiring as a high-risk system under the EU AI Act, where the measure against a model inventing a qualification is a string containment check, and the list of behaviours the system must never exhibit was written before the list of features.

Classification

Annex III(4) high-risk, deployer obligations under Article 26

Grounding

Every evidence quote must be a literal substring of the parsed CV

Described by sector, no organisation name and no identifying detail.

Accounting automation in which the model never supplies a number

How to automate invoice handling for a group of companies under mandatory national e-invoicing, where every amount comes from the structured XML rather than from a model, and a database trigger rather than a policy prevents an unapproved posting.

Numbers from AI

None: every amount is read from the structured invoice XML

Compliance gate

Deterministic checks run before an invoice reaches a person

Described by sector, no organisation name and no identifying detail.

A production plan that can still be reproduced a year later

How to build planning and manufacturing operations on a constraint solver so that a scheduling decision taken months ago can be regenerated exactly, and so that the most dangerous defect in the system cannot pass with the tests green.

Reproducibility

Same canonical payload, seed and solver version give a byte-identical plan

Solver inputs

Every run persisted append-only, with immutability enforced in the database

Described by sector, no organisation name and no identifying detail.

Compliance verdicts a laboratory can defend in a certification audit

How to place a deterministic compliance core between feed regulation and an AI assistant, so that the assistant interprets, orchestrates and explains while the pass or fail comes from code that answers the same way every time.

Verdicts

Deterministic pass or fail, identical on every run

Regulatory scope

FEDIAF nutritional guidelines plus four EU instruments

Described by sector, no organisation name and no identifying detail.

Replacing a maintenance system by building less of one

How to retire a standalone CMMS without rebuilding it, by treating the asset register, the shop-floor telemetry and the plant hierarchy that already existed as the foundation and constructing only the parts that were genuinely missing.

Asset register

327 canonical machines with plant coding, criticality and condition

Reused rather than rebuilt

Register, OEE live, alarm wallboard, maintenance calendar

Described by sector, no organisation name and no identifying detail.

Architecture documentation that is not stale on the day it ships

How to make an architecture model and its governance leave machine-checkable evidence, instead of diagrams and meeting notes that nobody ever verifies.

Lifecycle coverage

19 skills, define through maintain

Output format

ArchiMate 3.2 validated against XSD

A storefront that shares a building with the back office but not a lock

How to run a customer-facing commerce platform beside a dozen internal systems on the same infrastructure, when the correct answer to sharing is different for the database, the identity provider and the network.

Identity

A dedicated provider and realm, deliberately separate from the internal one

Network

Isolated Docker network; the API never reaches the internal one

Described by sector, no organisation name and no identifying detail.

Cryptographic-signature login without giving up the corporate IdP

How to accept Ethereum signature authentication while keeping the roles, MFA, audit trail and federation that an enterprise-grade identity provider gives you.

Extension depth

Custom SPI, not configuration

Client side

Published npm package (MIT)

A packing engine that declines to report the savings it was hired to prove

How to choose shipping cartons from a validated three-dimensional arrangement instead of a volume comparison, and why the reports stop one step short of the financial claim everybody expected them to make.

Benchmark

386 complete geometric plans from 400 orders, 544 parcels

Validation

Independent validator: collisions, support, transmitted load, mass

Described by sector, no organisation name and no identifying detail.

A warehouse system built for the second warehouse on the first day

How to start a WMS from a single module without acquiring the decisions that make the next three modules expensive, by treating location as an entity, warehouse as a dimension and the audit trail as something a database trigger enforces.

Multi-warehouse

Every business aggregate carries a warehouse reference from day one

Location

An entity of warehouse, zone and place, never a text field

Described by sector, no organisation name and no identifying detail.

Field sales software that assumes there is no signal in the shop

How to build a sales force application for representatives working inside retail premises, where the hardest architectural question is not the feature set but which system owns the identity of a customer account.

Offline first

Local database with synchronisation, not a cached web view

Account identity

ERP contractor code paired with a CRM company reference

Described by sector, no organisation name and no identifying detail.

A fleet register whose reminders do not give up

How to build vehicle administration around a notification that repeats until the reading actually arrives, and why the audit boundary was drawn to exclude the notification machinery on purpose.

Mileage prompts

Repeated until the driver supplies a reading

Deadline scanning

Thresholds at 30, 14 and 7 days before expiry

Described by sector, no organisation name and no identifying detail.

An order that begins as a WhatsApp message and ends in the ERP

How to turn free-text requests for trade fair and sampling stock into ERP order lines, where every proposed product carries a confidence and a quoted fragment of the original message, and the catalogue is frozen at the moment of extraction.

Entry point

A message in natural language, no form to fill in

Every proposal

Carries a confidence score and a quoted fragment of the request

Described by sector, no organisation name and no identifying detail.

An export engine assembled almost entirely from systems that already existed

How to build market expansion tooling that reuses the model clients, the document storage, the signature service and the correspondence register belonging to three other internal systems, and adds only the part that was genuinely new.

New infrastructure

None: three existing systems supply the capabilities

Operator interface

A messaging conversation with an explicit dialogue state machine

Described by sector, no organisation name and no identifying detail.

One marketing automation for several brands, without a copy per brand

How to run content and campaign automation across multiple e-commerce brands from a single set of workflows parameterised by tenant, with an agent container per brand isolated behind a controlled interface.

Workflows

19 automations parameterised by brand, not duplicated per brand

Isolation

Brand identifier as the data isolation key throughout

Described by sector, no organisation name and no identifying detail.

Building a project tool by deciding what it will never contain

How to replace a commercial project and CRM product with an internal module, when the decision that makes the build viable is the list of features deliberately excluded for good rather than postponed.

Scope decision

Benchmarked feature by feature against the incumbent product

Permanently excluded

Chat and absence management, with the reasons recorded

Described by sector, no organisation name and no identifying detail.

A design system where the review is performed by a script

How to run one component library across a web application and a native one, in two brands and two colour schemes, when the defects that matter most are invisible in any single screenshot and live in the relationship between two tokens.

One shared library

62 domain areas used by both web and native

Contrast gating

Every ink and surface pair scored in four brand and scheme variants

Described by sector, no organisation name and no identifying detail.

A coach that cites its sources and refuses to invent the rest

How to build a domain engine whose every recommendation is traceable to published research, and which declines to compute the three numbers the market most wants, because the evidence does not support them.

Traceability

Every rule carries a source ID, ~60 sources

Two interfaces

CLI and 16 MCP tools over one handler set

An accounting agent that files documents, not one that talks about filing them

How to build an AI assistant for a one-person business where the output is a valid JPK, an invoice accepted by KSeF and a submission receipt, rather than a plausible-sounding answer.

Regulatory surface

KSeF FA(3), JPK_V7M, JPK_EWP, ZUS DRA, PIT-28

Evidence

180 tests, e2e against MF sandbox

Computer vision that has to work where there is no signal

How to run detection and species identification entirely on a phone, offline in the forest, with a confidence figure that is calibrated rather than decorative and the lookalike species shown beside every result.

Reference data

125 species, 130 toxic lookalike pairs

Offline requirement

Inference, maps and database on the phone

A leaderboard that assumes the players will cheat

How to run a public ranking of language models and humans when the game is played in the browser, inference is paid for by the player, and nobody has an account.

Trust boundary

Every ranked match replayed server-side

Inference cost to me

Zero, players bring their own key

A game economy on a public chain that can still be redesigned after launch

How to put the rules of an NFT ecosystem into smart contracts and keep the right to change them, without asking holders to migrate to a new collection every time the design moves.

Founding collection

2,300 NFTs, four variants

Upgrade unit

21 facets behind one diamond

A collector's album for NFTs, with the analytics kept in-house

How to build a consumer platform on top of blockchain data where the interesting work is not the chain but the indexing, the identity and an analytical engine that does not send a user's collection to somebody else's API.

Backend

1,100+ Java sources, 239 schema migrations

Analytics

8 functions, inference on own infrastructure