AI DEVELOPMENT

We Build Things People Actually Use

We built AI assistants before Alexa existed and ran virtual conferences in VR when the rest of the world was still figuring out Zoom. That is the kind of team you are working with.

From custom assistants that know your business inside out, to automation pipelines that eliminate hours of manual work, to full agent systems that coordinate tasks across your organisation. If it does not make someone's day better, we have not finished.

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WHAT WE BUILD

Practical AI Tools

Four categories of build, each designed to solve real problems. One of our own clients runs a platform with 27 AI agents handling everything from marketing strategy to job applications to meeting preparation, all coordinated by a chief agent. That is the kind of thing we build.

Assistants

Custom AI assistants trained on your data, policies, and processes. Internal knowledge bots, client-facing support tools, or specialist advisors that give your team instant access to organisational intelligence. Think less chatbot, more colleague who never forgets.

Automations

Workflow automation that eliminates the repetitive tasks eating your team's time. Document processing, report generation, data transformation, email triage. If someone on your team is doing the same thing every day and could teach an intern to do it, we can automate it.

Agents

AI agents that take action, not just answer questions. They can research, draft, schedule, analyse, and coordinate across tools. We build specialist agents for specific roles: a marketing executive that drafts campaigns, a research agent that monitors your industry, a bid writer that assembles proposals.

Agentic Systems

Full multi-agent architectures where AI agents work together with human oversight. A chief agent delegates to specialists, tracks progress, and escalates when needed. This is the frontier of practical AI: coordinated intelligence that amplifies what your team can do.

HOW WE BUILD

From Idea to Daily Use

A lean, iterative process that ships working software. We build prototypes fast, test with real users, and iterate until the tool fits your workflow like it was always there.

Discovery

We map your workflow, identify the highest-impact automation opportunity, and define success metrics before writing a single line of code. The best builds start with listening.

Prototype

A working prototype in days, not months. You see and test the solution early so we can iterate based on reality, not assumptions.

Iterate

Rapid cycles of feedback and improvement. Your team uses the tool in real workflows and we refine until it fits perfectly. This is where vibe coding shines.

Deploy

Production deployment with documentation, training, and ongoing support. We don't disappear after go-live because adoption matters more than launch.

BUILT WITH THE BEST

Built With

Claude and OpenAI

Enterprise-grade language models for assistants, analysis, and content generation. We choose the right model for the job, not the one with the biggest marketing budget.

Python, FastAPI, and the Claude Agent SDK

Production-ready backend development with modern frameworks. The same stack we use to build platforms that run 27 agents in production.

Your Existing Stack

We integrate, not replace. CRM, ERP, document management, email, Slack, HubSpot, whatever your team uses. If it has an API, we can connect to it.

Cloud or On-Premise

Deploy wherever your data lives. AWS, Azure, GCP, or on-premise. Your data stays where your security team wants it.

CLIENT FEEDBACK

What Clients Say

“Jamie is one of those people who sees a link where others see a divide. He is a true inspiration when it comes to building, whether it is an AI assistant or a metaverse world. He knows his stuff.”

Dr Annelize Booysen, Strategic Advisor - Your Global Village

“Jamie didn't wait to be told what to do. He anticipated needs, offered options with clear trade-offs, and surfaced improvements we hadn't considered.”

Tanya Boyd, Principal Product Content Manager - Insights

“Jamie is an exceptional professional with a genuine passion for digital innovation and community building.”

Oliver Smykacz, Digital Health & NeuroTech Founder

“Insightful and hard working, Jamie is fun and a delight to work with.”

Adrian Gilpin, Chairman - Institute of Human Development

AI Development Questions

How long does a typical build take?+

Simple automations can be live in 2 to 4 weeks. Custom AI assistants typically take 4 to 8 weeks. Full agentic systems with multiple agents are usually 8 to 12 weeks depending on complexity. We ship working prototypes early so you see progress from week one.

Do you work with our existing tech stack?+

Yes. We build to integrate with your current systems. If you are using Salesforce, HubSpot, SharePoint, Slack, or any tool with an API, we connect to it. We have built integrations with Chrome browsers, WhatsApp, email systems, and custom internal platforms.

What about data security?+

Security is built in from day one. We work with your IT and security teams to ensure all solutions meet your compliance requirements. Data can stay entirely within your infrastructure if needed.

Can you train our developers to build with AI?+

Absolutely. We run hands-on training where your team builds real tools using AI models and automation frameworks. By the end, they are shipping their own assistants and automations, not waiting for us to do it.

What is the difference between an assistant and an agent?+

An assistant responds when asked. An agent takes initiative. An assistant answers your questions about company policy. An agent monitors your inbox, flags urgent items, drafts responses, and schedules follow-ups. Both are useful. Agents are where things get interesting.