We specialize in integrating AI solutions into your business workflows, including machine learning (ML), natural language processing (NLP), and generative AI models. Our services include custom AI model development, AI-powered application integration, and consulting to optimize your processes using cutting-edge technologies like OpenAI, Huggingface Transformers, and LangChain.

AI agents are software programs that can actively make decisions and perform tasks in your business systems - think scheduling meetings, processing orders, or updating customer records. While a regular chatbot might tell you about your calendar, an AI agent can actually schedule the meeting for you. Multi-agent systems combine specialised agents into collaborative teams, each handling specific parts of a larger workflow, similar to how different departments work together in your business.

First, we work with you to define clear objectives and success metrics for your AI system. Then we study your existing processes or map out a new process in detail and use this blueprint to break down complex workflows into discrete tasks and build specialised agents for each component. Finally, we integrate these agents into a collaborative system with built-in quality checks and human oversight. This creates an AI system that can handle complex processes while maintaining high standards of quality and reliability.

The development timeline varies based on the complexity of your needs, but we like to take the build fast approach. For most projects, we aim for a first proof of concept within the first 4-8 weeks to test it's value and get immediate feedback, then continuously improve based on real-world usage. This approach lets you see quick returns while building toward a more comprehensive solution.

Integration is possible with any of your digital systems that provide programmatic access. We'll set up secure, role-based access controls and ensure your data is structured optimally for AI processing. The main requirement is that your data needs to be in an accessible digital format - paper records or legacy systems without APIs would need digitisation first.

While ChatGPT excels at general conversation and knowledge, it can't access your business systems or take actions within them. Our AI agents bridge this gap - they combine ChatGPT's intelligence with the ability to work directly in your systems, accessing your data and executing real business tasks like processing orders or updating records.

AI agents excel at handling repeatable processes that require decision-making and coordination across multiple steps or systems. They're particularly valuable for tasks that are time-consuming but follow consistent patterns - like customer service, data processing, content creation, or operational workflows. The key is having clear processes that can be broken down into definable steps.

Our delivery process varies depending on your specific needs and how you prefer to work. Generally, we start with a free discovery call to understand your objectives and explore possibilities. If there's potential to work together, we conduct a 3-5 day scoping assessment for a flat £1,000 fee. During this assessment, we analyse your requirements in detail and develop a comprehensive plan with expected timelines and costs. This helps ensure both parties have a clear understanding of the project scope and potential value before committing to full development.