AI solutions
AI automations
We map a process, find the steps that do not need a human, and automate them with model calls wrapped in deterministic code. Every automation is measured on cost and error rate before it is switched on.
What is included
- Document, invoice and email triage pipelines
- Tool-using agents with approval gates
- Structured extraction from unstructured documents
- Human-in-the-loop review queues
How we would start
Discovery
Two weeks with the people who will use the system. We interview them, map the process, and write down what exists and what is missing.
Written scope
Requirements, acceptance criteria and explicit exclusions. A number attached, so you can compare it against other options.
Build and ship
A dedicated pod, weekly working software, and a demo of something real every sprint rather than a status report.
Operate and improve
Monitoring, maintenance and a monthly conversation about what to change next. We stay on the system we built.
Questions
What clients ask about AI automations
The questions that come up before this kind of project starts. The same answers are published as structured data, so search and answer engines can quote them.
Which processes are worth automating?
The repetitive middle: document, invoice and email triage, data entry between systems, and first-pass review. Where a step needs judgement, it gets a human approval gate instead of full automation.
How do you stop an automation failing quietly?
Model calls are wrapped in deterministic code with validation, retries and review queues, and every automation is measured on cost and error rate before it is switched on.
Can it read our documents and forms?
Yes. We extract structured data from PDFs, scans and email using models plus validation rules, and anything that fails the checks goes to a person to confirm.
Let's build together
Tell us what you are building. We will tell you honestly whether we are the right team for it.
Send a paragraph about the problem. You will get a reply from an engineer, not a form letter, within one business day. If we are not the right fit, we will usually know someone who is.
What happens next
- 1 We reply with initial questions, a rough range and whether we are the right fit.
- 2 A call or a workshop with the engineers who would actually do the work.
- 3 A paid discovery phase produces a written scope and a number we can stand behind.