Adopting the Model Context Protocol in the enterprise: a governance guide
A practical governance guide for adopting the Model Context Protocol (MCP) in the enterprise without creating an unmanaged sprawl of integration points.
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Articles
Insights and practical delivery guidance
95 published items with dated entries.
Observability for multi-agent AI systems in production
How to build observability for multi-agent AI systems, so tracing, evaluation and cost visibility keep pace with production incidents rather than lagging behind them.
Read article ->Governing AI coding agents in the enterprise SDLC
How to govern AI coding agents in the enterprise SDLC so autonomous code generation speeds delivery without eroding quality, security or accountability.
Read article ->Data residency and sovereign cloud: a practical framework
A practical framework for meeting data residency and sovereign cloud requirements without fragmenting your architecture or your engineering teams.
Read article ->Managing AI inference costs: a FinOps model for production GPU workloads
A practical FinOps model for controlling GPU and inference spend as generative AI workloads move from pilot to always-on production.
Read article ->Shadow AI and SaaS sprawl: an enterprise governance playbook
How to bring unsanctioned AI tools and SaaS sprawl under governance without driving adoption further underground.
Read article ->Securing autonomous AI agents: guardrails for production deployments
How to secure autonomous AI agents against prompt injection, tool misuse and identity sprawl before they reach production.
Read article ->Post-quantum cryptography readiness: preparing enterprise systems for the migration
A practical guide to assessing cryptographic exposure and building a migration plan to post-quantum algorithms before the transition becomes urgent.
Read article ->Responsible AI governance: building frameworks that work in practice
How to build responsible AI governance frameworks that satisfy regulatory expectations and survive the pressure of real production environments.
Read article ->Agentic AI workflow design: from proof of concept to production
How to design agentic AI workflows that are reliable, governed, and observable enough to survive real production conditions.
Read article ->Board reporting for technology programmes
How to report on technology programmes so the board understands progress, risk, and value clearly.
Read article ->Workforce upskilling for cloud and AI delivery
How to build a workforce upskilling programme that turns cloud and AI ambition into delivery capability.
Read article ->Enterprise search modernisation with AI
How to modernise enterprise search using AI so people find what they need without governance gaps.
Read article ->Cloud migration wave planning that reduces surprises
How to plan cloud migration waves that sequence risk sensibly and keep stakeholders aligned.
Read article ->Site reliability staffing and operating model
How to staff and structure site reliability so reliability is owned, funded, and continuously improved.
Read article ->Release management in regulated environments
How to keep release management fast and auditable in environments with strict regulatory expectations.
Read article ->Test automation strategy for legacy systems
How to introduce test automation into legacy systems that were never built with testing in mind.
Read article ->Privacy by design for analytics and AI
How to embed privacy by design into analytics and AI so insight does not come at the cost of trust.
Read article ->Backup and ransomware recovery readiness
How to make backup and recovery genuinely ransomware-ready instead of assuming the backups will work.
Read article ->Service mesh adoption decisions worth getting right
How to decide whether a service mesh earns its complexity, and how to adopt one without regret.
Read article ->Reassessing microservices and the modular monolith
When to step back from microservices toward a modular monolith, and how to make the call objectively.
Read article ->Choosing a vector database for enterprise AI
A practical framework for selecting a vector database that fits your retrieval and scale requirements.
Read article ->AI model evaluation and guardrails for production
How to evaluate AI models and build guardrails that keep production behaviour safe and predictable.
Read article ->Cloud financial forecasting leaders can rely on
How to build cloud financial forecasting that connects engineering plans to budgets the board trusts.
Read article ->Golden paths and self-service for platform teams
How golden paths help platform teams offer self-service that is safe, consistent, and genuinely useful.
Read article ->Container image supply chain security in practice
Practical controls for securing container image supply chains from build through to runtime.
Read article ->Compliance automation with policy as code
How policy as code turns compliance from a manual checkpoint into an automated, continuous control.
Read article ->Incident command and on-call design that reduces burnout
How to design incident command and on-call rotations that resolve issues faster and protect your people.
Read article ->Customer data platform foundations that last
What a durable customer data platform foundation looks like, and the mistakes that undermine adoption.
Read article ->Legacy ERP modernisation with less risk
How to approach legacy ERP modernisation in stages that protect operations and prove value early.
Read article ->Data lakehouse adoption without the hype
A grounded view of data lakehouse adoption, and how to decide whether it fits your data estate.
Read article ->Real time analytics architecture for operational decisions
How to design real time analytics that informs operational decisions without overwhelming the platform.
Read article ->Edge computing for distributed operations
When edge computing is the right answer, and how to run distributed workloads reliably at the edge.
Read article ->Identity federation for partners and supply chains
How to design identity federation that lets partners integrate securely without weakening your controls.
Read article ->Cloud security posture management that scales
How to operate cloud security posture management so misconfigurations are caught and fixed early.
Read article ->Running a technical debt programme that sticks
How to make technical debt visible, prioritised, and funded so it stops eroding delivery speed.
Read article ->Engineering productivity metrics that leaders can trust
How to use DORA and flow metrics to understand delivery performance without gaming the numbers.
Read article ->Sustainable cloud and greener software delivery
Practical ways to reduce the carbon and cost footprint of cloud workloads through better engineering.
Read article ->Adopting an event streaming platform with intent
How to adopt event streaming so it solves real integration problems instead of adding hidden complexity.
Read article ->Database modernisation and migration without downtime
A staged approach to database modernisation that moves critical workloads with minimal disruption.
Read article ->Controlling observability cost without losing insight
How to control runaway observability cost while keeping the signal teams need to operate confidently.
Read article ->Secrets management across complex environments
A practical pattern for secrets management that removes hardcoded credentials and reduces blast radius.
Read article ->Infrastructure as code that scales with the organisation
How to manage infrastructure as code across many teams without drift, duplication, or review bottlenecks.
Read article ->Cloud landing zone design for safe scale
What a well-designed cloud landing zone includes, and how it accelerates safe adoption across teams.
Read article ->Data contracts that keep producers and consumers honest
How data contracts reduce breakage between teams and create accountability for data quality at the source.
Read article ->Retrieval augmented generation in the enterprise
How to design retrieval augmented generation systems that stay accurate, current, and grounded in your data.
Read article ->MLOps pipeline foundations for reliable models
The foundations of an MLOps pipeline that makes model deployment repeatable, observable, and governed.
Read article ->Modernising privileged access management
How to modernise privileged access management to cut standing risk while keeping operations productive.
Read article ->Consolidating API gateways without breaking teams
A measured approach to consolidating fragmented API gateways into a consistent, governed layer.
Read article ->Progressive delivery with feature flags done well
How to use feature flags and progressive delivery to ship safely and decouple release from deployment.
Read article ->Disaster recovery testing that actually proves recovery
Why most disaster recovery plans fail under pressure, and how to test recovery so it works when it matters.
Read article ->A multi-cloud networking strategy that stays manageable
How to design multi-cloud networking that balances connectivity, security, and operational simplicity.
Read article ->Chaos engineering for enterprise resilience
A pragmatic guide to introducing chaos engineering in regulated enterprises without creating new risk.
Read article ->Service level objectives that change behaviour
How to set service level objectives that reflect real user experience and drive better operational decisions.
Read article ->Building an internal developer platform that pays off
What it takes to build an internal developer platform that engineers actually adopt and that reduces delivery friction.
Read article ->A data governance operating model people will follow
How to design a data governance operating model that improves trust without slowing teams to a crawl.
Read article ->Kubernetes cost and capacity management that holds up
A disciplined approach to Kubernetes cost and capacity management that keeps clusters efficient and predictable.
Read article ->A practical zero trust rollout for enterprise networks
How to phase a zero trust network rollout across identity, devices, and workloads without stalling delivery.
Read article ->Practical API lifecycle management for complex enterprises
A practical API lifecycle management approach for enterprises balancing reuse, versioning, security and platform consistency.
Read article ->AI governance operating model that product teams will actually use
How to build an AI governance operating model that keeps risk teams comfortable while letting product teams ship valuable features.
Read article ->Platform operating model after the first platform lands
What changes after the first platform is live, and how to stop the operating model from drifting back to project mode.
Read article ->AI platform reference model for enterprise adoption
A practical AI platform reference model for organisations scaling model development, deployment and governance.
Read article ->Data product ownership that survives the pilot
How to build data product ownership that lasts beyond discovery workshops and actually changes how teams work.
Read article ->API modernisation guide for legacy-heavy enterprises
A step-by-step API modernisation guide for organisations replacing brittle point-to-point integrations.
Read article ->Turning incident reviews into design improvements
How to make incident reviews produce durable design changes instead of becoming a ritual that never changes outcomes.
Read article ->Architecture decision records that improve delivery alignment
How to use architecture decision records to improve cross-team alignment and accelerate engineering decisions.
Read article ->Secure software supply chains for regulated delivery teams
A pragmatic guide to securing software supply chains without grinding regulated delivery teams to a halt.
Read article ->CI/CD governance in regulated environments
How to design CI/CD governance in regulated environments without introducing release bottlenecks.
Read article ->Cloud exit strategy without fear-led architecture
A practical cloud exit strategy that protects negotiating leverage without over-engineering your platform.
Read article ->Cloud migration roadmap for regulated enterprises in 2026
A practical cloud migration roadmap for regulated enterprises that need measurable progress, strong controls and no service disruption.
Read article ->Cloud-native testing strategy for fast-moving teams
A cloud-native testing strategy that balances speed, safety and confidence across distributed systems.
Read article ->Cloud security reference architecture for multi-account environments
A cloud security reference architecture covering identity, network segmentation, workload controls and evidence trails.
Read article ->Cloud strategy without the hype: a pragmatic 2025 playbook
How leaders are moving past "cloud-first" and getting serious about cost, sovereignty and architecture choices that actually pay back.
Read article ->What CTOs actually want from consultancies in 2025
Less theatre, more accountability. Notes from conversations with technology leaders this year.
Read article ->Data mesh reality check: what to adopt and what to avoid
A balanced data mesh guide for enterprises deciding how much decentralisation they can support in practice.
Read article ->Lakehouse vs warehouse: the choice nobody wants to make twice
How to evaluate the modern data platform options without locking yourself into a five-year regret.
Read article ->Data quality operating rhythm for analytics at scale
A data quality operating rhythm that keeps trust high across analytics, machine learning and operational reporting.
Read article ->Enterprise integration patterns for 2026
A field guide to enterprise integration patterns covering APIs, events, batch and workflow orchestration.
Read article ->Enterprise observability blueprint beyond dashboards
An enterprise observability blueprint that turns logs, metrics and traces into faster incident resolution.
Read article ->Event-driven by default? When (and when not) to reach for it
Event-driven architecture is powerful - and over-applied. A practical lens for picking the right pattern for the right problem.
Read article ->Cloud bills are a design problem, not a finance problem
Why cost optimisation needs to live with the engineering team - and how to set that up without theatre.
Read article ->The FinOps KPI stack every cloud leadership team should track
The FinOps KPI stack that links engineering decisions to cloud unit economics and board-level reporting.
Read article ->From pilots to production: scaling generative AI in regulated industries
What separates the AI initiatives that deliver measurable value from the ones that quietly stall after a flashy demo.
Read article ->Identity and access modernisation for hybrid estates
Identity and access modernisation patterns for organisations running cloud-native and legacy workloads side by side.
Read article ->Decommissioning legacy without breaking the service
A staged approach to retiring legacy systems while keeping users - and auditors - comfortable.
Read article ->Legacy mainframe decomposition: sequence matters more than speed
How to decompose mainframe-era systems with a sequence that protects revenue-critical journeys.
Read article ->Microservices boundaries: design principles that reduce complexity
How to set microservice boundaries that lower coordination cost and avoid accidental distributed monoliths.
Read article ->Modern software delivery: small teams, big leverage
The engineering practices and platform choices that let lean teams ship reliable software at enterprise pace.
Read article ->Platform engineering at enterprise scale: lessons from the last 24 months
What separates internal platforms that get adopted from those that quietly become another silo.
Read article ->Platform SRE playbook for high-change engineering organisations
A platform SRE playbook that improves service reliability, deployment speed and on-call quality at the same time.
Read article ->Product operating model for enterprise technology functions
A product operating model for technology organisations moving from projects to persistent product teams.
Read article ->Beyond DR plans: resilience engineering for modern enterprises
Why disaster recovery on paper is not the same as resilience in practice - and what to do about it.
Read article ->Secure by design isn't a slogan - it's a delivery practice
Embedding security thinking into product teams without slowing them to a crawl.
Read article ->Technology due diligence for SaaS acquisitions
A technology due diligence framework for SaaS acquisitions focused on platform risk, team capability and technical debt.
Read article ->Pre-contract technology due diligence: what good looks like
How to spot real risk in a target's technology and team before the deal closes - without slowing the deal down.
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Case Studies
Delivery outcomes from enterprise programmes
10 published items with dated entries.
Consolidating client data for a UK wealth management group
We consolidated a fragmented client data estate for a UK wealth management group, replacing four legacy adviser platforms with a single canonical data layer and unlocking accurate, timely regulatory reporting for the first time.
Read case study ->Real-time supply chain visibility platform for a UK parcel carrier
We designed and delivered a real-time supply chain visibility platform for a major UK parcel carrier, replacing batch-based tracking and giving operations teams and customers live delivery data for the first time.
Read case study ->Building a smart-metering data platform for a UK energy supplier
We designed and delivered a modern smart-metering data platform serving more than five million domestic customers, replacing a fragmented set of legacy data stores and unlocking a new wave of customer-facing products.
Read case study ->Re-platforming a global bank's payments estate to the cloud
We helped a major UK bank migrate a critical payments platform from a legacy mainframe-adjacent estate to a regulator-aligned cloud landing zone - without missing a single payment cut-off.
Read case study ->Claims workflow automation for a UK insurance group
Manual claims triage and fragmented systems caused avoidable delays, leakage and poor customer experience.
Read case study ->Industrial IoT platform rollout for a global manufacturer
Factory telemetry was siloed by site, limiting predictive maintenance and enterprise-level performance analysis.
Read case study ->Modernising operational data flows for an NHS trust network
Legacy reporting pipelines across acute and community services created inconsistent operational views and delayed decision making.
Read case study ->Identity service modernisation for a high-volume public service
Ageing identity infrastructure was creating authentication failures, support overhead and audit risk.
Read case study ->Modernising a citizen-facing service for a UK central government department
We helped a UK government department modernise a high-volume citizen-facing digital service, retiring a legacy mainframe-based back end and improving accessibility, performance and operational cost in line with the GOV.UK Service Standard.
Read case study ->Scaling an omnichannel commerce platform for a UK retailer
Rapid channel growth had outpaced the legacy commerce stack, driving checkout instability and seasonal risk.
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Whitepapers
Long-form strategic guides
3 published items with dated entries.
White paper: AI in regulated industries
A decision framework for deploying AI in regulated industries with stronger assurance and measurable value.
Read whitepaper ->White paper: Enterprise cloud governance blueprint
A practical cloud governance blueprint for enterprise leaders balancing risk, velocity and cost.
Read whitepaper ->White paper: The economics of legacy modernisation
A finance-aware view of legacy modernisation economics, sequencing and value realisation.
Read whitepaper ->Need to discuss one of these topics?
Email the team and we will respond with a practical next step.