We help organisations — from ambitious startups to established enterprises — architect, build, and scale production-ready AI agents, agentic workflows, and multi-agent ecosystems that transform how work gets done.
Agents that reason, decide, and act across your CRM, ERP, and customer data.
Anyone can call an LLM API — the same raw intelligence is one HTTP request away for every company on earth. The advantage isn't access to the model. It's what you build around it.
Raw LLM intelligence is raw material — powerful, but unreliable on its own. The harness around it — context design, tool access, guardrails, memory, evaluation loops — is what turns that raw material into a system reliable enough to run a business on.
A prompt is a single instruction with a fixed script. An agent runs a loop — perceive, plan, act, observe, adapt — with real tools and enough autonomy to pursue a goal, handle exceptions, and decide its own next step.
Complex, real-world work is rarely one generalist agent. It's a coordinated team of specialists — each scoped narrowly, handing off work, sharing state, and supervised by an orchestration layer that keeps the whole system accountable.
Every engagement turns the philosophy above into a working, production-grade system inside your business.
The scaffolding that makes an LLM dependable in production.
Goal-driven agents that replace brittle, scripted automation.
Systems of specialized agents coordinating on real business processes.
Wiring agents into the systems you already run — and keeping them running.
We don't parachute in with a black box and disappear. We work as an extension of your team — bringing deep agentic AI expertise to help you design, build, and ship, together.
We start by learning your business, your systems, and your team's ways of working — sitting down with the people who'll own this day to day, not just the stakeholders who commissioned it.
We work with your engineers and architects to design the agent system — architecture, guardrails, evaluation criteria — so it fits how your team actually builds and maintains software.
We pair with your team through implementation, contributing hands-on expertise in agentic systems while your people lead on domain knowledge and ownership of the codebase.
The goal is a system your team can run and extend without us. We stay engaged for tuning and support as it moves into production and beyond.
We're not tied to a single model vendor or framework — we select the right tools for your systems, your constraints, and your scale.
Model-agnostic by design — chosen for your use case, not ours.
The harness layer — reasoning, tools, and autonomy working together.
How agents ground themselves in your real, current business data.
Where the system runs, scales, and stays reliable in production.
Two ways to work with us. Both scoped in advance. No lock-in contracts. Cancel any time.
Ideal for an initial audit, an architecture review, or a well-defined build — an assessment, a proof of concept, or a first agent shipped into production. We agree the scope and hours upfront, so you know exactly what you're getting before we start.
Once you're building and need ongoing hands-on support, we move to a fortnightly block of hours — a consistent senior AI presence working alongside your team, synced to your sprint cycle. Cancel any time with two weeks' notice.
No contract that traps you. Stop when it's right for you.
Hours and scope agreed before we start. Clear, predictable invoicing.
We deliver every cycle. You see the work, not just the promise.
Send us a few details about where you're at. We'll read every enquiry and reply honestly with whether — and how — we can help.
Prefer email?
hello@nean.ai