Insights from the field.
Practitioner perspective from senior engineers shipping AI products, 30-day MVPs, and growth programs that compound.
Earlier writing from the team.
AI EngineeringAI Customer Support Agent Development Guide
Thu, Oct 15, 20267 min read
AI customer support agent development on your own docs: realistic deflection rates, ticket types, RAG cost drivers, handover design and a safe rollout.
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ProductCost to Build a SaaS Platform in 2026
Thu, Oct 15, 20268 min read
What drives the cost to build a SaaS platform: multi-tenancy, auth and billing, scope by stage, infra run-rate, and what a large quote really prices.
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StrategySoftware Development Proposal Red Flags to Catch
Thu, Oct 15, 20267 min read
Software development proposal red flags ranked by cost: hours with no scope boundary, vague milestones, IP clauses and more, plus how to renegotiate.
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EngineeringLegacy System Modernization Without a Rewrite
Wed, Oct 14, 20268 min read
A practitioner guide to legacy system modernization: assess, strangle, sequence and cut over module by module instead of risking a big-bang rewrite.
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StrategyStaff Augmentation vs Project Outsourcing
Wed, Oct 14, 20268 min read
Staff augmentation vs project outsourcing: choose by who carries scope risk, not by day rate. A practical guide to costs, overhead and contract terms.
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AI EngineeringEnterprise AI Consulting Company: Which LLM?
Wed, Oct 14, 20265 min read
How an enterprise AI consulting company picks between Claude, GPT-5, Gemini and open models, and why staying model-agnostic matters more than the winner.
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StrategySoftware Development RFP Template and Guide
Tue, Oct 13, 20268 min read
How to write a software development RFP template that gets comparable quotes: scope, budget, weighting and timeline, with a section skeleton you can reuse.
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AI EngineeringAI Invoice Processing Automation: What It Gets Wrong
Tue, Oct 13, 20268 min read
AI invoice processing automation in practice: what extraction gets right, where PO matching breaks, and how to size an exception queue for 5,000 invoices a month.
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AI EngineeringEnterprise AI Transformation Consultancy UK: LLM Choice
Tue, Oct 13, 20266 min read
Which LLM suits an enterprise? An enterprise AI transformation consultancy UK buyers can trust compares Claude, GPT-5 and open models by data, cost and fit.
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