Victor Gimael

What a proof of concept is, how it differs from a prototype and an MVP, and which one to fund first. One comparison table, with our published prices from £4,000.

API integration connects your systems so data moves without retyping. Three routes, what each costs (custom from £5,000 with us), CRM and ERP patterns, and the pitfalls.

Web app vs website vs native app: what each one is, how to choose, and what each costs to start. Websites from £5,000, web apps and native apps from £15,000.

An honest guide to bespoke CRM: when to extend HubSpot or Salesforce, when to build your own, what each costs in the UK, and the per-seat maths that decides it.

Client onboarding software or automating the tools you already pay for? A UK guide for accountants and law firms: AML steps, published prices and a three-year cost example.

An honest guide to accounts payable automation: why most UK SMEs on Xero or Sage should buy a capture tool, what it costs, and when a bespoke invoice pipeline wins.

Seven real AI agent examples—from a sales cycle that runs itself to computer vision that reads a medical test from a phone photo—drawn from workflows CodeLeap has actually shipped for UK businesses.

An AI agent is software that pursues a goal across several steps on its own—reading a request, deciding what to do, and using your tools to act. A plain-English guide to how AI agents work, how they differ from classic automation and chatbots, and where they actually help.

An MCP server connects an AI assistant to your business systems through the Model Context Protocol — an open standard from Anthropic. What it is, how it works, and when you need one.