Intelligence
AI Automation & Agents
The work worth automating is rarely glamorous. It is the ninety minutes a day somebody spends copying values between two systems that were never introduced to each other.
We look for the tasks that are high-volume, rule-shaped and currently done by a person with a spreadsheet open. Those automate cleanly and pay for themselves quickly. Judgement-heavy work usually should not be automated outright — but it can often be prepared, so the person arrives at a decision instead of at a pile of raw material.
Every automation we build is designed to fail safely. It logs what it did, it can be replayed, and anything it is not confident about goes to a human queue rather than through. An automation that quietly does the wrong thing at scale is worse than the manual process it replaced.
Scope
What the work includes.
Written into the scope before anything starts, so there is nothing to discover on the invoice.
Document and form processing
Extract structured data from invoices, applications, KYC documents and scanned forms, with a confidence threshold that routes the uncertain ones to a person.
Enquiry triage and routing
Classify, summarise and route incoming enquiries or tickets, with the original always attached so nothing is lost in the summary.
Multi-step agent workflows
Chains that call your real systems — CRM, ERP, email, calendars — with explicit permission boundaries on what each step is allowed to change.
Scheduled reporting
Recurring reports assembled from your own data and delivered where your team already works, rather than in another dashboard nobody opens.
A full audit trail
Every run logged with its inputs, outputs and decisions, so an unexpected result can be traced rather than guessed at.
Questions
Before you commit.
That is your decision, not a technical one, and we would rather be direct about it. In practice most of what we automate is work nobody wanted — reconciliation, re-keying, chasing. The usual outcome is the same team handling more volume without the parts of the job that made it miserable. If your goal is genuinely headcount reduction, say so up front so we scope for it honestly.
It should get things wrong occasionally — a system tuned never to err is one that refuses far too much. What matters is that it is wrong safely. Anything below the confidence threshold goes to a human queue, every run is logged and replayable, and there is always a defined way to reverse an action. We design the failure path before the happy path.
Usually not. Most of this work sits between systems you already own and connects them through their APIs, or through a database or file-drop integration where no API exists. Replacing working software to enable an automation is almost never worth it, and we will say so.
Ready to scope aI Automation & Agents?
Tell us what the system has to do. You get a fixed written scope and a quote that does not move after you sign.