Featured · AEO & GEO
AEO Budget: What Answer Engine Optimisation Costs and Returns
How to budget for answer engine optimisation: what is measurable, what is not yet, and how to avoid paying premium rates for ordinary work.
6 min read
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AEO & GEO
AI Conversion Rate Optimization: What Works and What Is Sold
Where machine learning genuinely improves conversion optimisation, where it is repackaged testing, and how to avoid fooling yourself with bad statistics.
7 min read
AI Infrastructure
AWS vs Azure for Startups: The Decision That Actually Matters
A practical comparison for early-stage teams: credits programmes, real cost differences, hiring implications, and the lock-in you accept.
6 min read
AI Infrastructure
Choosing a FinOps Company: What They Do and What They Charge
How FinOps providers are structured and priced, the difference between tooling resellers and practitioners, and the terms that decide real savings.
5 min read
Python Development
Hiring a Dedicated Python Team: Structure, Cost, and What Goes Wrong
How dedicated Python teams are priced and structured, rate benchmarks by region, and the contract terms that decide whether it succeeds.
7 min read
AI & Automation
Intelligent Document Processing in the UK: Accuracy, Cost, and Limits
What document processing achieves on UK business documents, how accuracy should be measured, and where exception handling dominates cost.
6 min read
Software Development
Legacy Software Modernization in the UK: Approaches and Real Costs
How UK organisations approach legacy modernisation: strangler fig versus rewrite, cost drivers, procurement realities, and failure patterns.
7 min read
AI Infrastructure
LLMOps Consulting: Scope, Cost, and What Should Be Delivered
What LLMOps consulting should cover, how engagements are priced, the deliverables that indicate real capability, and the warning signs.
6 min read
AI Infrastructure
Private AI for Fintech: Deployment Patterns Under Real Constraints
How financial institutions deploy AI without sending regulated data to third parties: isolation patterns, audit needs, and model-risk governance.
7 min read
Ecommerce Development
Product Data for AI Search: Structuring a Catalogue to Be Cited
How to structure a catalogue for AI assistants: attribute completeness, schema requirements, feed consistency, and what causes omission.
5 min read
Software Development
Product Engineering for Healthcare: Regulatory Reality and Delivery
How healthcare delivery differs: regulatory classification, interoperability standards, clinical safety duties, and practices that survive audit.
6 min read
AI Infrastructure
Self-Hosted LLM: The Real Cost Compared to API Pricing
Work out whether self-hosting an LLM beats API pricing: GPU economics, the utilisation break-even, and the operating costs teams leave out.
8 min read
AI & Automation
Shadow AI Governance: Finding and Managing Unsanctioned AI Use
How to discover unsanctioned AI use, assess the actual risk rather than the imagined one, and build policy people follow instead of circumvent.
6 min read