Claude Code Development
Custom software, built faster with Claude Code
We use Claude Code to build production software for organisations that need speed without sacrificing quality, security, or code ownership. You get the full source code, clear IP terms, and a team that knows how to use AI responsibly.
What we build with Claude Code
Claude Code accelerates every stage of delivery, from early prototyping through to production builds and legacy modernisation.
Custom software development
Claude Code accelerates delivery of bespoke software on Microsoft Azure. We use it to build production-grade applications faster, while maintaining the code quality and architectural standards your project demands.
Legacy modernisation
Claude Code can reason across entire codebases, making it a powerful tool for understanding and safely refactoring legacy systems. We use it to reduce the cost and risk of modernisation projects without cutting corners.
AI-powered product features
We combine Claude Code for accelerated development with Claude and Azure OpenAI APIs for product features: RAG search, document processing, intelligent workflows, and more. One tool for building, another for shipping.
Prototyping and validation
Claude Code enables rapid functional prototypes that validate requirements before full engineering begins. Stakeholders interact with real software, not static mockups, reducing ambiguity and rework.
Why choose Claude Code development
AI-assisted development introduces new questions about ownership, quality, and trust. Here is how we address them.
You own the code
Every project delivers full source code ownership. No lock-in, no proprietary wrappers. You can take your code to any other team, any time. That matters more when AI is involved in writing it.
Copyright and IP clarity
We maintain clear contractual positions on AI-generated code. Our developers review, direct, and modify all output, strengthening the case for human authorship and copyright protection.
Structured AI adoption
We run a quarterly evaluation cycle to assess tools, models, and practices. Claude Code earned its place through measured results, not hype. Our approach is disciplined, transparent, and continuously improving.
Enterprise-grade security
ISO 27001 certified, Cyber Essentials Plus accredited, GDPR compliant. Code generated by Claude Code goes through the same security review, testing, and governance as any other code in our delivery process.
Human-led engineering
AI accelerates delivery, but experienced engineers make the decisions. Every architectural choice, security consideration, and quality standard is owned by a person, not a model.
Our delivery process
The same structured, transparent process we use on every project, enhanced by Claude Code where it adds genuine value.
Discovery and scoping
We work with your team to understand goals, constraints, and existing systems. We assess feasibility, scope the project, and provide cost estimates. Where AI can accelerate delivery, we identify those opportunities and factor them into the plan.
Architecture and build
We build in agile sprints using Claude Code alongside our standard engineering practices. Code is version-controlled, reviewed, and tested throughout. Regular demos keep stakeholders aligned. You have full visibility of progress at every stage.
Testing and acceptance
All code (AI-assisted or otherwise) goes through our standard quality process: automated testing, security review, licence scanning, and user acceptance testing. We run open-source licence scans on every build to catch any contamination from AI-generated output.
Launch and ongoing support
After sign-off, we deploy to production with 30 days of free post-launch care. You receive full access to source code, infrastructure, and documentation. We offer ongoing managed support if you need it.
Measured outcomes, not marketing claims.
These are real figures from our delivery teams.
Code AI-authored
Faster delivery
Evaluation cycles
Go deeper
Who Owns AI-Written Code?
Claude Code copyright, ownership, licensing risks, and practical steps to protect your IP when using AI coding tools.
Read moreShipping AI in the Real World
Our current stack, why we chose Claude Code and Cursor, and what our engineering teams are seeing on the ground.
Read moreOur AI Approach
The structured, continuous improvement cycle we run every quarter to evaluate, deploy, measure, and adapt our AI tooling.
Read moreAI Development & Implementation
Beyond development tooling: we build and integrate production AI into your products using Azure OpenAI, Copilot customisation, and RAG architectures.
Read morePrototype to Production
Have a working prototype from Replit, Lovable, v0, or Cursor? We audit, stabilise, and rebuild vibe coded apps into production-ready systems.
Read moreFundingImpact.AI: AI-Powered Funding Platform
How we built an AI-driven platform with Azure OpenAI that helps charities and funders make evidence-based decisions. Full case study.
Read moreExplore Learning: Custom Assessment Engine
Cloud-native adaptive assessment platform built with modern tooling. Rapid build and iteration with security and compliance built in.
Read moreFrequently asked questions
Who owns code written by Claude Code?
Anthropic's terms of service assign ownership of Claude Code outputs to the user. When we build software for you, you own the resulting code. We also structure our contracts to make IP ownership explicit, so there is no ambiguity about who owns what.
Is Claude Code output copyrightable?
Copyright requires human authorship in most jurisdictions. Code generated with minimal human involvement may not qualify for copyright protection. Our developers actively direct, review, and modify all AI-generated output, which strengthens the case for human authorship and protects your IP. Read our detailed guide on AI code copyright and ownership.
What is a Claude Code agency?
A Claude Code agency is a software development consultancy that uses Anthropic's Claude Code as part of its delivery toolkit. Claude Code is an agentic coding tool that operates in the terminal, reads entire codebases, and can create, edit, and test code autonomously. A good Claude Code agency combines this tool with experienced engineering, strong governance, and clear IP ownership terms. Talk Think Do offers Claude Code development as a core part of our AI-accelerated delivery.
How does Claude Code differ from GitHub Copilot?
GitHub Copilot provides inline code suggestions within your editor. Claude Code is an agentic tool that operates at a higher level: it can read your entire codebase, plan multi-step changes, create and edit files, and run tests. We evaluate both tools (and others) as part of our quarterly AI adoption cycle and use whichever is most effective for each task.
Is Claude Code safe for commercial projects?
Yes, when used with the right governance. We scan all code for open-source licence contamination, review AI-generated output before it enters production, and maintain audit trails of tool usage. Our ISO 27001 certification and Cyber Essentials Plus accreditation apply to all our delivery, including AI-assisted work.
Will using Claude Code make my project cheaper?
AI-assisted development typically reduces delivery time by 40–50%, and we pass those savings on. The real benefit is not just cost: it is faster delivery, more time spent on architecture and review, and fewer correction cycles. We are transparent about where AI adds value and where it does not.
Ready to build with Claude Code?
Book a free consultation to discuss your project, get honest advice on where AI adds value, and understand exactly what you will own at the end.
Book a free consultationor call 01202 375647