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Practical, vendor-neutral takes on AI and automation for real businesses like yours - tool comparisons, decision guides and playbooks from 20 years of hands-on delivery.

Decision

8 min read

Boring pays the bills: where to actually start with AI in your business

The fastest AI payback is almost never the exciting use case. It is the dull, invisible, manual work nobody puts on a roadmap - the rekeying, the chasing, the assembling. Why boring processes pay back fastest, why they never get airtime in planning, and how to find the one hiding in your business.

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Definitional

9 min read

What is a fractional CTO, and when does a business need one?

A fractional CTO runs your engineering function part-time with a full CTO remit - strategy, architecture, delivery and team. What the role covers, how it differs from interim and advisory, the signals that say you need one, and what it really costs against a permanent hire.

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Definitional

8 min read

What does "vendor-agnostic AI" actually mean in practice?

Vendor-agnostic AI is not about avoiding the big providers, and it is not the same as multi-model. It means your data, workflows and business logic sit outside any supplier - plus the four tests that tell you whether yours actually do.

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Process

9 min read

How to keep AI automations reliable: monitoring, fallbacks and human-in-the-loop

AI automations do not break loudly - they drift quietly. The monitoring, validation, fallback routes and human checkpoints that keep an automation delivering value a year after it was built.

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Comparison

8 min read

AI agents vs simple automation: which does your process actually need?

An AI agent decides its own steps; a workflow runs the steps you designed. Why most "agent" problems are deterministic workflows with one or two judgement calls in them - and when autonomy genuinely earns its keep.

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Definitional

5 min read

What is an AI gateway, and does an SME need one?

An AI gateway is the switchboard between your apps and the AI models they call - routing, fallback, cost control and governance in one layer. What it does, how it keeps you vendor-agnostic, and when a smaller business actually needs one.

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Process

6 min read

How to run an AI pilot that pays for itself in 60 days

A step-by-step playbook for running an AI pilot that proves its worth in pounds and hours - pick one process, baseline the cost, build the smallest thing that moves the number, and decide to ship or stop on evidence.

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Comparison

7 min read

Build vs buy vs integrate: how should an SME add AI to an existing tool?

The "build vs buy" framing hides the option that usually wins for SMEs - integrate. How building, buying and gluing AI into your existing tools compare on cost, fit, maintenance and lock-in.

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Decision

6 min read

The dangers of vendor lock-in with single-platform AI assistants

Betting your whole business on one AI platform feels simple - until prices rise, a model is retired, or an outage hits. The hidden lock-in risks, and the vendor-agnostic alternative.

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Comparison

4 min read

n8n vs Zapier vs Make: which automation tool for UK SMEs (2026)

A practical, vendor-neutral comparison of n8n, Zapier and Make for UK SMEs - on cost, data control, complexity and AI. How to choose the right one for your workflow.

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Comparison

4 min read

Fractional AI leadership vs hiring full-time vs the Big Four

When does a fractional CTO or Head of AI beat a full-time hire or a Big Four consultancy? A side-by-side comparison on speed, cost, commitment and what actually gets delivered.

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Decision

3 min read

When is your business actually ready to automate a process?

A simple test for whether a business process is ready to automate - and the signs you should fix the process first. No AI strategy or technical team required to start.

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These are the decisions that come up most often on discovery calls. If you would rather skip to the doing, the services pages cover how I work and the case studies show what it has been worth.