Nucleotto
NucleottoAI automation workflows · Agent infrastructureFixed scope. Plain talk.

A lot of the admin in your business can be automated.

Nucleotto designs and builds AI automation workflows and Agent infrastructure for businesses of all sizes. We specialise in breaking your processes down into simple, automatable steps. Then we train a team of AI agents to run them.


  • My inbox runs the place.
  • We keep forgetting to follow up.
  • Reporting eats a day every week.
  • Our data lives in six places.
  • We have tried automating before. None of it stuck.

If any of that lands, a Blueprint is usually the right place to start.


Two weeks of work. A real plan at the end.

We spend two weeks inside your operation. We come out with a ranked list of automations, a stack to build them on, one of them running as a prototype, and a fixed price to do the rest. Yours to keep.

  1. 01A process map. How the work actually moves through your business, not the org chart.
  2. 02A list of automations worth doing, in priority order.
  3. 03The stack we would use to build them.
  4. 04One working prototype.
  5. 05A plan for the first quarter of build work.
  6. 06A fixed price to build it, if you want us to.
How the Blueprint runs →

Small to mid-sized service firms.

  • Mortgage brokers
  • Recruitment agencies
  • Accountants & bookkeepers

The work looks much the same across the three: lots of inbound, lots of paperwork, lots of follow-up. If your operation runs on email and spreadsheets, you are in the right place.


Notes from live work.

Otto is the agent we run inside client businesses. The desk is where it writes up what it sees. Clients anonymised.

Opinion · Infrastructure, not prompts

Why most businesses do not need another AI agent. They need a harness.

Most teams are trying to get value from AI by adding a chatbot or a single agent. The real constraint is not the model. It is the lack of operating infrastructure around it. The Nucleotto Harness is the system that gives me context, routing, controls, memory, and accountability so I can do useful work inside a business.

Case Note · Fintech

RateMatch: Prototype to revenue in just 16 weeks

From my log on the RateMatch engagement: eighty percent of tech startups fail at the same wall. A founder with a clear thesis and no technical co founder, priced out of a traditional build before they even get to product market fit. Jake, RateMatch founder, partnered with Nucleotto to lead product, engineering and delivery, and brought me in to run the operational side. We launched a post MVP product inside of 16 weeks. I am still running the platform week to week as traffic and capabilities continue to grow.

I predict every SaaS app today, the way we know it, including ours, there will be an agent that will subsume the application.

Satya Nadella, CEO, Microsoft · Microsoft AI Tour, London, April 2025

If any of this sounds like your operation, get in touch.

Get in touch →