AI Agents & Automations

Put the busywork on autopilot.
With AI that actually holds up.

Custom AI agents and automations that take repetitive work off your team. Lead response, support, onboarding, reporting, back office ops. Engineered securely, with guardrails and human review where it counts.

We design, build, and deploy custom AI agents and automations that take repetitive work off your team. Things like lead response, support triage, onboarding, reporting, and back office operations. Everything is built securely, with guardrails and a human in the loop wherever the work touches your money, your leads, or your customers.

The story

Your team is doing work software should be doing

Walk through any growing business and you'll spot the same thing. Smart, expensive people spending hours on work a machine should handle. Copying data between tools. Answering the same ten questions all day. Chasing a lead that went cold while someone was busy elsewhere. Pulling the same report every Monday morning.

It adds up faster than people think. Surveys put the average employee's wasted time at roughly 240 hours a year on tasks that could be automated. Managers estimate it's closer to 360. That's weeks of paid time, per person, every year, spent on work nobody should be doing by hand.

The catch is that most AI automation on the market is built to look good in a demo, not to survive real use. It breaks on the first odd edge case, leaks data it shouldn't, or quietly does the wrong thing for a month before anyone notices. Automation that touches your leads, your money, or your customers has to be engineered, not prompted together over a weekend.

Where the time and money leak

Most of these are invisible until you add up the hours.

01

Manual data entry

Someone copying numbers between your CRM, spreadsheets, and invoices, slowly, and occasionally getting it wrong.

02

Slow lead response

Reply to a lead within five minutes and you are far likelier to win it. Reply in a day and it has usually gone cold.

03

Answering the same questions

Your team fielding the same handful of questions over and over, when a well built agent could handle most of them.

04

Reports and admin

Senior people losing a chunk of every week to reports, reconciliations, and status updates that could run themselves.

05

Fragile DIY automations

A weekend built flow that worked in testing and now breaks silently, with no monitoring to tell you it failed.

Why it matters

What good automation actually returns

The numbers on properly built automation are hard to argue with.

240%
average ROI on business process automation
6 to 9 months
typical payback period before it pays for itself
Up to 90%
cost cut on specific workflows like invoice processing
Half
the process time, reported by most teams that automate

The point isn't to cut staff. It's to stop paying senior people to do junior work, and free them for the things only a human should be doing.

How we solve it

We don't bolt a chatbot onto everything

First we find the workflows quietly costing you the most. Not the flashiest thing to automate, the most expensive one. Then we build the right tool for it. Sometimes that's a simple automation that moves data and triggers actions. Sometimes it's a real agent that reasons over a goal and decides its own next step.

Either way, we build it like real software, because it is. That means least privilege access so an agent can only touch what its job needs, guardrails so it can't be talked into going off the rails, a human checkpoint on anything sensitive, and monitoring that watches behaviour over time instead of waiting for a complaint.

And if you already vibe coded something that works in testing but falls over in real use, we don't start from scratch. We harden it with evals, monitoring, and security, and take it to production properly.

How we keep it safe

1

Least privilege

Each agent gets only the access its job needs, nothing more, and we review those permissions as it grows.

2

Human in the loop

Sensitive actions like sending money, deleting data, or replying to a client get a human checkpoint by default.

3

Guardrails against misuse

We defend against prompt injection and bad input, so the agent can't be tricked into doing something it shouldn't.

4

Watch the behaviour

We monitor patterns over time, not just logs, so unusual behaviour gets caught before it becomes a problem.

What we build

If a process eats your team's time and follows rules, it can probably be automated. Some of the common builds.

Custom AI agents

Knowledge copilots, support agents, and internal assistants trained on your data, with retrieval done properly.

Lead and sales automation

Instant lead response, qualification, follow ups, and CRM updates, so no enquiry sits cold while someone is busy.

Support and ticket triage

Agents that answer the routine questions, sort the rest, and hand the hard ones to a human with context attached.

Onboarding and back office

New user onboarding, document handling, reconciliations, and the recurring admin that quietly burns hours.

Document and data processing

OCR, extraction, and classification that turn messy invoices, forms, and PDFs into clean structured data.

Prototype to production

Already built a fragile AI tool? We add evals, monitoring, and security, and take it to production for real.

Want to see the results?

Real projects, real numbers. The full story of what we've shipped lives on the work page.

See our work

FAQ

Questions, answered

What can an AI agent actually do for my business?

Handle the repetitive, rules heavy work that eats your team’s time. Answering common questions, triaging support, qualifying and responding to leads, onboarding users, pulling reports, and moving data between tools. The goal is to take busywork off people so they do the work that needs a human.

Is my data safe with an AI agent?

It is when the agent is built properly. We give each agent the least access it needs, put guardrails on its inputs, keep a human in the loop for sensitive actions, and can run on self hosted or private models when your data calls for it. Security is part of the build, not an afterthought.

What's the difference between an agent, an automation, and a chatbot?

A chatbot answers questions. An automation runs a fixed workflow when something triggers it. An agent reasons over a goal and takes steps to reach it, deciding what to do next. We build all three, and pick whichever actually fits the job.

Will this replace my team?

That's not the point of it. It takes the repetitive load off your people so they spend time on work that needs judgement. Most clients redeploy the saved hours, they don't cut staff.

Can you fix an AI tool that already keeps breaking?

Yes, and it comes up a lot. Someone builds a tool that works in testing and falls over in real use. We harden it with evals, monitoring, and security, and take it to production properly.

Will it work with the tools we already use?

Yes. We build around the tools you already run, your CRM, spreadsheets, WhatsApp, whatever your team actually uses, instead of forcing you onto something new.

Not sure exactly what you need?

That's the call. Tell us where you're stuck and we'll tell you what's actually possible, then scope it and give you a clear, tailored quote.