AI and automation
We build AI agents and automation into the software you have: your ERP, email, WhatsApp and documents. There is no separate AI platform to learn. People approve the decisions that matter, and every action is recorded.
Your systems
AI agent
A person approvesthe decisions that matter
In plain terms
The three terms are often used as if they meant the same thing. One line on each.
Creates or understands content. It drafts a reply, reads a document or answers a question.
Use generative AI to carry out a task in several steps. An agent answers, then does the next thing, and the one after.
Connects AI to the ERP, the inbox and the WhatsApp number your business runs on, so the action lands where the work already happens.
What we build
Pick the one closest to your problem.
AI consulting
We work inside your systems for an agreed period, find where time and money are lost, and give you a ranked plan with the expected return of each AI idea. Then we prove the first one.
AI-enabled engineers
You know what to build, but your team has not shipped AI yet. Our engineers, who work with AI agents every day, join your team, build your AI features with your tools, and leave your people able to carry on.
How it works
AI and document automation
Invoices, orders and forms are read, checked against your records and entered for you. Anything unclear goes to a person.
From inbox to records
Documents we automate
LLM and generative AI apps
Chat, search and drafting tools built on language models, grounded in your documents and showing their sources.
What we build
Custom AI agents
It reads what comes in, acts inside rules you agree, and hands anything unusual to a person.
How a run works
For example
Agentic development
Agents speed up writing and testing code. Nothing ships until an engineer has reviewed and approved it.
Who does what
Agent configuration
Your CRM, helpdesk or ERP may already include an AI agent. We set it up to know your business and act safely.
What we set up
In practice
The jobs AI takes on, grouped by team.
Works inside the systems you already run
| Finance | Matching supplier invoices to purchase orders | Chasing overdue payments | Reconciling bank statements |
|---|---|---|---|
| Sales | Qualifying and routing new enquiries | Drafting quotes from enquiries | Keeping the CRM up to date |
| Support | Answering common customer questions | Sorting and routing tickets | Replying with order status |
| Operations | Turning WhatsApp orders into sales orders | Flagging low stock and reorders | Sending delivery updates |
| HR | Screening CVs against the role | Answering leave and policy questions | Running onboarding tasks |
| Documents | Reading documents and entering the data | Checking contracts and forms | Extracting data from scans |
Don't see your team? Tell us which workflow eats your week. Start a project
Two ways to start
Most projects start with this question. We tell you which side yours falls on before any work starts.
Set up and tune AI agents on platforms you already use, such as your ERP, CRM, email or WhatsApp Business. Nothing is built from scratch.
When your existing tools can't do what the job needs, we build a custom agent or workflow around your systems instead.
Configure
Build
Configure: Fastest way to start
Build: Fits your exact process
Configure: Lower cost
Build: No platform ceiling
Configure: Trade-off: Limited to what the platform itself allows
Build: Trade-off: More work upfront, reviewed as it's built
Set up and tune AI agents on platforms you already use, such as your ERP, CRM, email or WhatsApp Business. Nothing is built from scratch.
Trade-off: Limited to what the platform itself allows
When your existing tools can't do what the job needs, we build a custom agent or workflow around your systems instead.
Trade-off: More work upfront, reviewed as it's built
You stay in control
The same rule applies to every agent we build: it only does what you agreed, and you can always see what it did.
The decisions that matter stop for a person before the agent carries on.
An agent only acts within the rules agreed before it was built. Anything outside them goes to a person.
It runs inside the software you already have, such as your ERP, CRM, email or WhatsApp. There is no separate system to maintain.
What an agent can read and what it can act on are both agreed and scoped before it goes live.
A working version is reviewed against real cases before it goes further. Every project gets this decision point.
Support and monitoring continue after launch, on an agreed plan.
Every action an agent takes is recorded, so you can see what happened and why, for any run.
In our own team
We rely on agents ourselves before we build one for a client. The agent does the routine work, and an engineer holds every decision.
Engineer
What should change, and how we will know it is done.
Coding agent
Reads the codebase and writes a plan.
Engineer
No code is changed before this.
Coding agent
Makes the change and runs the project's checks.
Coding agent
With a summary of what changed and why.
Coding agent
A message in the team's chat channel.
Engineer
Nothing merges without this.
It is the same kind of agent we build for clients: one routine process, inside the systems you already use.See custom AI agents
Start small
Everyone sells AI tools. We help you decide which AI projects will make money for your business, then build them.
You get: Where your time and money go
You get: The pain points in your systems
You get: AI ideas ranked by return
You get: The top idea working on one workflow
Want to see AI in a system we built?
Replacing software, fitting your ERP, approval, and how a project runs.
Start a projectTell us which workflow eats your week. We'll tell you whether AI fits it, and how.
