Our AI Approach
AI is rewriting software development
Our investment in AI empowers our experts to deliver better outcomes for you, whether your project uses AI or not.
We combine cutting‑edge AI with warm, human expertise to deliver smarter, safer solutions.
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At Talk Think Do we’re embracing AI not just as a feature in client solutions but as a transformational force shaping how we work. By investing in the latest tools and training, we’re boosting our efficiency, quality and security, so every customer benefits from faster delivery, cleaner code and more innovative thinking
Why AI matters for everyone
- Changing how software is built: AI‑powered development environments, often called “vibe coding” tools, are more than assistants; they generate, refactor and streamline real code. Platforms like GitHub Copilot, Cursor and Replit suggest improvements, automate repetitive tasks and free our developers to focus on high‑value work. This accelerates delivery and enhances quality in every project.
- Strengthening ownership and openness: Unlike low‑code/no‑code platforms that risk vendor lock‑in and can be discontinued, vibe coding tools produce portable, auditable code. Our commitment to real code means you retain control of your IP, enjoy long‑term maintainability and benefit from modern best practices.
- Augmenting people: Studies show that teams using AI tools complete around 40% more work. By automating boilerplate and suggesting fixes, AI empowers our people to focus on architecture, security and domain knowledge, areas where human insight remains irreplaceable
How AI improves our processes
- Quality and security by default: Vibe coding tools don’t just produce code; they help identify vulnerabilities, write tests and improve documentation. Automated test generation, code review suggestions and natural‑language explanations ensure higher quality and more secure software, even for non‑AI projects.
- Faster turnaround times: Automating repetitive tasks, from scaffolding projects to refactoring, compresses delivery timelines. We leverage AI to streamline build and deployment pipelines, freeing our specialists to focus on problem solving rather than manual chores.
- Continuous learning culture: We invest in regular hackathons, training and exploration of tools across ecosystems. This commitment ensures our team remains at the forefront of innovation and brings fresh insights to every engagement.
Structured and safe adoption
- Task‑based evaluation framework: We assess AI tools through a structured process that determines where they add real value. This means we adopt technology thoughtfully and avoid unnecessary complexity.
- Prototype, test and refine: New tools and models are trialled in non‑production environments where we evaluate cost, data privacy and risk before any client integration. This careful approach protects you from unproven hype and ensures consistent service quality.
- Model‑agnostic approach: We build systems that can switch AI models easily. This flexibility means our investments benefit all clients, today and as technology evolves.
Realistic costs and expectations
- Understanding true costs: AI tools and platforms come with varying licensing models and infrastructure costs. We help you navigate these trade‑offs and make data‑driven decisions about when and how AI should be used. Sometimes a simpler approach or traditional technique is more cost‑effective.
- Bridging the hype gap: With 63% of leaders prioritising AI but 91% feeling unprepared, expectations can exceed reality. We set realistic goals, explain what AI does well (automating repetitive, data‑intensive tasks) and where human insight remains essential. This balanced view prevents disappointment and ensures sustainable outcomes.
- Filtering marketing promises: We validate vendor claims through hands‑on experimentstalkthinkdo.com and stay up to date with industry developments. Our recommendations are based on evidence, not hype.
Better outcomes for every customer
Whether your project uses AI features or not, our investment in AI tools and practices elevates the overall service you receive:
- More efficient delivery: Faster development and deployment cycles mean shorter lead times and more frequent feedback opportunities.
- Higher‑quality solutions: Automated code quality checks, security scans and test coverage lead to more reliable software.
- Enhanced innovation: By freeing time from routine tasks, AI allows our experts to think creatively and propose solutions that better meet your needs.
- Warm, human partnership: We never replace people with technology. Our friendly, experienced team collaborates with you, explains complex technology clearly and ensures your voice guides the project.
AI is transforming the way we work, enabling us to deliver more value in less time while maintaining the highest standards. Our unique combination of rapid AI adoption, deep expertise and human‑centred service makes Talk Think Do the ideal partner for your next project, AI‑driven or not.
“Talk Think Do has provided us with a unique balance of strategic guidance, enhanced governance and “make it happen” capabilities, which means we can scale our digital ambitions with confidence. The team are experienced, practical, people who quickly cut to the important issues.”
Colin Waggett, CEO
Want to explore how AI, with a human touch, can transform your business? Book a free consultation with one of our application experts to:
- Discuss your current challenges
- Receive recommendations on next steps
- Get advice on project timelines based on your budget