Toolkit
Not a complete encyclopedia; a curated reference of what we work with most. Click any item to expand.
What it is
An AI pattern where the model answers questions by first retrieving relevant material from your own documents and data, then generating its response from that material.
What it does for your business
Lets you use AI on your own knowledge without exposing or training on confidential data. The way to make AI useful inside an organisation that takes its IP seriously.
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What it is
AI systems that take autonomous actions across multiple tools — reading, deciding, executing — rather than just answering a question once.
What it does for your business
Automates work that previously required a human-in-the-loop at every step. Most useful inside operations, knowledge work, and qualification pipelines.
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What it is
Adapting a foundation AI model to your specific domain by training it further on your own data.
What it does for your business
Produces a model that understands your industry's language and patterns more accurately than a general-purpose AI. Useful when off-the-shelf AI does not get you far enough.
What it is
AI systems that interpret images and video — detecting objects, tracking motion, and reading scenes.
What it does for your business
Lets machines do work that previously required human eyes. Used in industrial robotics, autonomous systems, and content recognition.
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What it is
Systems that train and update AI models on data as it arrives, rather than retraining periodically.
What it does for your business
Keeps the AI's quality climbing with use. Critical for products where the model improves the more it observes.
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What it is
The combination of optical character recognition and natural-language processing that turns unstructured documents — PDFs, scans, forms, and contracts — into structured data AI systems can work with.
What it does for your business
Converts the slow, manual, error-prone task of reading and extracting from documents into a continuous machine-readable feed. Particularly valuable where the document corpus is the work.
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What it is
Architectural patterns for using AI on sensitive data without exposing that data to the model — including on-premises deployment, federated learning, differential privacy, and carefully designed retrieval systems.
What it does for your business
Lets regulated industries use modern AI without breaching client confidentiality, regulatory obligations, or competitive sensitivity. The difference between a deployable AI system and a board-blocked one.
What it is
A framework that separates business architecture, logical architecture, and physical architecture.
What it does for your business
Lets leadership and engineering have the same conversation without translation errors. Critical when navigating complex legacy estates.
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What it is
The discipline of deciding who is responsible for which data, how it is defined, and how it is kept clean.
What it does for your business
Without it, dashboards cannot be trusted — and senior leadership ends up running the business on instinct rather than evidence.
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What it is
A single, agreed-upon system that holds the authoritative version of a business entity such as a customer, transaction, or product.
What it does for your business
When you do not have one, every department reports different numbers from the same business — and leadership decisions get distorted depending on which version surfaces first.
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What it is
A traceable record of where each data point came from, how it was transformed, and where it ended up.
What it does for your business
When numbers do not reconcile across reports, lineage tells you which version is right and where the divergence happened. Essential for regulated industries.
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What it is
The structured process of getting different parts of an organisation to agree on a single definition of a key business entity, typically customer.
What it does for your business
Without it, regulatory reports do not tie out, customer-level analytics are unreliable, and decisions get distorted by whichever definition surfaces first.
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What it is
Microsoft's enterprise cloud, including App Service, AI Search, Azure OpenAI, Synapse, Data Factory, Purview, and the surrounding identity, data, and AI infrastructure.
What it does for your business
The platform most large organisations standardise on. Carries the data, AI, and integration backbone for enterprise transformation work.
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What it is
A unified analytics platform combining data warehousing, machine learning, and real-time data processing on a single foundation.
What it does for your business
Turns disparate data sources into a coherent foundation for analytics and AI. Particularly useful at the scale where Excel breaks and traditional BI struggles.
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What it is
Microsoft's cloud identity platform, formerly Azure Active Directory. It controls who can access what across an organisation's systems.
What it does for your business
Get this wrong and either the wrong people have access, or the right people cannot work. Foundational for any modern security posture.
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What it is
Event-streaming platforms that move data between systems in real time at scale.
What it does for your business
The plumbing underneath every modern operational architecture. Lets one system's outputs become another's inputs without batch delays or brittle integrations.
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What it is
Enterprise platforms for documenting business processes in BPMN notation.
What it does for your business
Lets large organisations describe how they actually work in a single shared language. Without it, process improvement projects spend the first month arguing about what the process is.
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What it is
Mainstream technology stacks for building modern web applications, enterprise services, and AI-driven products.
What it does for your business
When implementation requires hands-on building rather than vendor orchestration, these are the stacks the practice delivers in.
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What it is
A precise definition of who a product is for.
What it does for your business
Without one, products bloat with features for everyone and nobody — and the original buyers eventually stop being the buyers, because nobody asked who the product is now serving.
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What it is
A one-page format for testing assumptions about a product before building it.
What it does for your business
Cheap insurance against building the wrong thing. The single most under-used tool in most product organisations.
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What it is
A structured way of designing products around the actual people who will use them, not the people who specify them.
What it does for your business
Reduces the risk of building software that nobody adopts. Particularly relevant when the buyer and the user are different people.
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What it is
A standard visual language for documenting how a business actually works.
What it does for your business
Without it, process improvement projects spend the first month arguing about what the process is before they can argue about what it should be.
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What it is
A structured project management method widely used in regulated industries and government.
What it does for your business
Provides governance discipline and audit trail — important for projects where failure has consequences beyond the project itself.
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What it is
A Danish-originated project methodology focused on reducing time-to-impact, sustained leadership impact, and rethinking the project core.
What it does for your business
Effective where speed of delivery matters as much as scope. Trained widely across Scandinavian organisations.
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What it is
A delivery model that front-loads strategy, planning, and clarity in waterfall-style upfront work, then executes the build in agile sprints.
What it does for your business
Agentic engineering makes iteration cheap and build fast — which makes unclear thinking expensive. SCRUM-of-Fall puts the emphasis where AI struggles: clarity, coordination, planning, and definition.
What it is
The discipline of deciding which products to keep, kill, or transform.
What it does for your business
Without it, portfolios accumulate over years until the company cannot explain what it sells. The conversation most consultancies will not have because the people who know the business best are most attached to the features.
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What it is
European regulation governing payment services and requiring banks and payment providers to redesign systems for transparency, security, and open access.
What it does for your business
Material compliance cost; large competitive consequences for those who get it right.
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What it is
The card schemes' rules for how organisations handle card data.
What it does for your business
Non-compliance carries fines and reputational damage; compliance is non-trivial in legacy estates.
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What it is
Designing data systems with European privacy regulation built in from the start, rather than retrofitted.
What it does for your business
Avoids the painful discovery that your data foundation is not lawful. Particularly relevant when AI systems get layered on top of customer data.
What it is
Mapping payments, identity, and customer-data systems against the regulatory obligations they have to meet and producing one coherent trajectory.
What it does for your business
When legal, technology, and operations produce contradictory plans, this is the independent read boards and CEOs commission to make the call.
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What it is
Know Your Customer and Anti-Money Laundering — the regime requiring financial institutions to verify identity and monitor transactions for illicit patterns.
What it does for your business
Non-compliance carries serious fines and licence risk. The systems underneath KYC/AML are also where customer-data quality and governance get stress-tested.
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What it is
The EU directive expanding cybersecurity obligations across critical and important sectors, including supply chain security, incident reporting, and senior management accountability.
What it does for your business
Brings cybersecurity inside the board's direct legal accountability for a wider set of mid-market companies. The compliance work is architectural work, not policy paperwork.
What it is
The EU regulation governing AI systems by risk tier, from prohibited uses to high-risk obligations and transparency requirements.
What it does for your business
Forces AI initiatives to be assessed against risk tier before deployment, not after. Material for companies embedding AI into customer-facing or decision-making workflows.
What it is
The clear, specific reason a customer would buy this product over alternatives.
What it does for your business
When it erodes silently because the market shifts and nobody updates the answer, sales gets harder, prices get lower, and growth quietly stops.
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What it is
The structured work of turning data, AI, or operational capability built for internal use into a sellable product or service.
What it does for your business
Unlocks new revenue from capabilities the business already has. The work is mostly commercial design, not engineering — the technology is usually the easy part.
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What it is
The design of how an organisation actually delivers: decision rights, accountability, handovers, SOPs, and escalation paths.
What it does for your business
Real growth creates structural stress. An operating model designed for a smaller version of the company will break before the company does.
What it is
The structured oversight of multi-year, cross-functional change initiatives.
What it does for your business
Tight enough to make decisions cleanly; loose enough not to suffocate the operational business it runs alongside. Most transformation programmes fail in this gap.
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What it is
Software that consolidates customer data from every touchpoint into a single unified profile usable across marketing, sales, and operations.
What it does for your business
Turns fragmented customer data into a foundation for personalised, journey-aware engagement. The technical bridge between operational systems and modern marketing automation.
Where you will see it on this site
What it is
Unconventional, low-budget marketing tactics that punch above their spend by being interesting rather than expensive.
What it does for your business
Used well, they unlock channels traditional advertising cannot reach.
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