Business StrategyCustom AI vs Off-the-Shelf Software: 2026 Decision Guide
Off-the-shelf software is a subscription you pay for as long as you use it. Custom AI is built once. Here is how to find the break-even.
July 7, 202611 min
Read →Blog
Page 2 of 6
Business Strategy
Business StrategyBest Custom AI Development Companies for SMBs (2026)
Eleven custom AI development firms compared for 10-500 person companies: who each one suits, how they engage and where they work. Mine is on the list, and I say so.
July 2, 202611 min
Read →
Business StrategyClaude Fable 5 for Business: What It Changes (2026)
What Claude Fable 5 changes for business AI: long agent tasks that hold together, real memory, a 1M-token context, and why to build now.
July 2, 20269 min
Read →
How-To GuidesHow to Spec a Custom AI System for Your Business (2026 Guide)
Most custom AI briefs fail before a line of code is written. The six decisions that define any AI system, how to write a one-page spec, and what a serious fixed-price quote looks like.
July 2, 202612 min
Read →
Business StrategyBoutique AI Agency vs Consultants & SaaS for SMBs (2026)
A practical case for the boutique AI agency model — for 10-500 person companies that have outgrown SaaS but don't need a £500K Big-4 transformation. Real costs, real timelines, honest tradeoffs.
May 4, 202612 min
Read →
Business StrategyHow to Estimate the Cost and Time of a Custom AI Build
How I estimate the cost and time of a custom AI build before quoting: the 5-step framework I use, drawn from 50+ shipped projects.
May 4, 202614 min
Read →
Business StrategyCustom AI Agent Development Cost 2026: What Drives the Price
What custom AI agents cost in 2026 across single-purpose, multi-tool and platform builds. What changes the number, and how agents differ from chatbots and automation projects on cost.
May 4, 202611 min
Read →
Business StrategyCustom AI vs ChatGPT, Copilot & Agent Builder (2026)
A practical comparison of custom AI development against ChatGPT Enterprise, Microsoft Copilot, OpenAI Agent Builder and other off-the-shelf tools. When custom is worth it — and when it's not.
May 4, 202613 min
Read →
Business StrategyHire an AI Engineer or an AI Agency? The 2026 Decision
Hire ML engineers or work with an AI agency? A practical breakdown of cost, time, risk, IP and how the decision actually plays out — from someone who has shipped both ways.
May 4, 202612 min
Read →
How-To GuidesHow to Start a Custom AI Project in a Mid-Sized Business (2026)
A practical step-by-step for mid-sized businesses (50–500 staff) starting their first custom AI project. From shortlist to scope to live, in 90 days, without the consultancy theatre.
May 4, 202611 min
Read →
RegionalBespoke AI Software Development: UK & Europe (2026)
Bespoke AI software development for UK and European businesses. GDPR-native, EU AI Act-aware, EUR / GBP invoicing, EU data residency. What you actually pay for and what to avoid.
May 4, 202611 min
Read →
AI DevelopmentAgency OS: White-Label AI Operations Platform for Agencies
Agency OS is a white-label AI operations platform I built for agencies: your brand, your playbook, and your clients' data on your own server.
May 8, 202610 min
Read →