Victor Gimael

How to choose between AI agent development companies in the UK: team-extension houses, platform partners, sector specialists and small-business studios. CodeLeap wrote it and is one of the six.

A fair HubSpot vs Salesforce comparison for UK businesses: list prices for 5 and 20 users, onboarding fees, API limits, UK data hosting, who each suits and when neither fits.

How to build an MCP server that connects your CRM, database or documents to Claude or ChatGPT: what to expose, SDK, transport, OAuth, testing and security, with our prices.

What is AI automation? Software that handles work involving judgement, such as reading emails and documents, with rules and people around it. How it differs from RPA, examples and costs.

Legacy software modernisation in six steps: map it, choose an approach per part, test, replace in slices, move the data and measure. Assessments are £4,000 or £5,000.

React Native or Flutter for your business app? How they differ on cost, UK hiring, performance and web reuse, with ITJobsWatch figures and when native is the better call.

A Xero integration can be an App Store app, a no-code tool or a custom Xero API build. Routes, costs (from £5,000 with us), API limits and pitfalls, plus Sage.

An AI-native business designs its work around AI, with people deciding and checking. How it differs from AI-enabled, what it looks like in an SME, and how to get there one process at a time.

Staff augmentation adds outside engineers to your own team, under your management. What it means, how it differs from contractors and outsourcing, what it costs in the UK, and when not to use it.

You can vibe code a working prototype in days. A startup needs more: a clear product, security, tests and someone who can fix it. What AI builds, what it can't, and when to hire engineers.

AI for customer service: what to automate, what to keep with a person, whether to buy a helpdesk add-on or build a custom agent, and how to roll it out and measure it.

How to build an MVP in six steps, how long it takes and what it costs in the UK, with our published prices from £5,000 and a route for no-code or AI-built MVPs.

Cloud migration for SMEs explained: the seven strategies AWS documents, how the cost works, AWS vs Azure vs Google Cloud, UK data rules and a staged plan. Our migrations start from £5,000.

What technical due diligence covers when a software business is sold, bought or funded, a checklist founders can run first, and what our fixed-scope review costs.

What legacy systems are, the warning signs, whether replacing one is worth it, and how to choose between refactoring, rebuilding and replacing, with fixed-price first steps from £4,000.

What a fractional CTO is, what they do, how they differ from an interim CTO or a full-time hire, and what each route costs in the UK, with the sums shown.

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.