Insights
News & insights
Ideas, practical advice and industry perspectives on AI, automation, software and the technology shaping modern businesses.
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Meet the team!
We're a fully remote company: a 28-strong global team of designers, developers, data scientists, project managers and QA testers, with leadership in London. Here's who's on the team — and how the 2024 all-team retreat in Brazil went.
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Right route. Right price. How Much Does a Website Cost in the UK? (2026 Prices)
What a website costs in the UK in 2026: builder subscriptions, freelancer and agency prices, ongoing costs, maintenance packages and when a site becomes a web app.
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Test the risk. Then build. What Is a Proof of Concept? PoC vs Prototype vs MVP
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.
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Connect once. Keep it running. API Integration for Business: Options, Costs and Pitfalls
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.
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Pay per answer, or own it. Chatbot Cost in the UK: SaaS vs Custom AI Agent (2026)
What a business chatbot costs in the UK in 2026: SaaS subscriptions and per-resolution fees, model API usage with a worked example, and custom AI agents from £5,000.
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Read, act or install. Web App vs Website vs Native App: What Should You Build?
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.
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Scope first. Then price. Software Development Cost in the UK: 2026 Price Guide
What software development costs in the UK in 2026: build prices by project type, sourced developer day rates, an employee's statutory on-costs, and why quotes differ.
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Extend first. Build to fit. Bespoke CRM vs HubSpot or Salesforce: Cost and When to Build
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.
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Pick the route. Own the code. Hire an App Developer: Freelancer, Agency or In-House?
Freelancer, agency or in-house? How the three ways to hire an app developer in the UK compare on 2026 rates, employment costs, IR35, code ownership and red flags.
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Map the flow. Then choose. Client Onboarding Software vs Automating Your Own Stack
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.
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Buy the tool. Build the gaps. Accounts Payable Automation for UK Businesses: Buy or Build?
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.
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Seven workflows that run themselves. AI Agent Examples: 7 Real Business Workflows an Agent Can Run
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.
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Build lean. Spend less. How Much Does an App Cost in the UK?
An honest breakdown of app development cost in the UK — real price ranges, what drives them up or down, and how to keep the number sensible by building lean first.
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Hire a builder, not a deck. How to Choose an AI Automation Agency in the UK
An honest buyer's guide to choosing an AI automation agency in the UK — what they actually do, the questions that separate the good from the bad, the red flags to walk away from, and how a small first project de-risks the whole decision.
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Software that acts on its own. What Is an AI Agent? A Plain-English Guide for Business
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.
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Connect AI to your systems. What Is an MCP Server? A Plain Guide to the Model Context Protocol
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.
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Know what's worth automating. Where automation actually pays off
A short guide to spotting the processes in your business that are worth automating first, and the ones best left alone for now.
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Let the work move itself. Workflow Automation: A Practical Guide to Smarter Business Processes in 2026
A practical 2026 guide to workflow automation—how it works, key benefits, ROI, department-by-department examples, AI agents, and a step-by-step implementation playbook.
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New award win
We've been named a winner in the SME News Southern Enterprise Awards 2023. Rather than just celebrate, here's what the award actually is, how winners are chosen, and why the recognition means something to our team and clients.
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We're a top AI company in the UK
Clutch named CodeLeap one of the UK's leading AI companies. Here's what that recognition actually measures — verified client reviews, Ability to Deliver, and focus — and why our 4.9-star profile matters when you're choosing a partner.
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