AI Automation
Automation for the work your team does by hand every week: document intake, data entry, ticket routing and the checks between systems.
Most of the administrative cost in a business sits in work that follows the same pattern every time: a document arrives, someone reads it, types parts of it into another system, checks it against something else, then files it. That work is possible to automate now, without replacing the systems you already run.
Automation projects fail in predictable ways. The process was never written down, so the automation encodes a guess. Every edge case was treated as equal, so the project doubles in scope. Or the model is trusted at a step where a wrong answer costs money. We start from the process as it actually runs, keep a person at the steps that carry risk, and measure the time saved before extending it anywhere else.
Where automation actually pays
The useful question is not which process could be automated. It is which one costs real hours, repeats on a predictable cycle, and follows a pattern that holds most of the time. A process that runs twice a month and changes every quarter is not a candidate, however tedious it feels.
We start with one workflow, measure the time per item before and after, and only then take the next. Programs that begin with a department-wide ambition tend to end with a slide deck.
Where a person stays in the loop
Automated
- Reading documents and pulling out the fields that matter
- Copying those fields into your finance, CRM or operations system
- Matching an invoice against a purchase order and flagging differences
- Routing a request to the right queue with the context attached
- Filing the record and closing the loop
Kept with your team
- Approving a payment or a commitment
- Any decision with a legal or contractual consequence
- Exception handling where the pattern genuinely does not fit
- Telling a supplier or customer that something went wrong
What we need to start
- One process, described as it runs today, including the workarounds people have invented
- Sample documents or records, including the awkward ones
- Access to the systems the work passes between
- The volume per week, and the time each item takes now
- Who approves, and what they look at before approving
What good looks like after three months
The process runs without anyone remembering to run it. Exceptions arrive at a person with the context attached instead of silently failing. And you can say what the automation saved in hours, because it was measured before the work started.
Other services
Tell us what you are trying to fix
Describe the problem in your own words. We will say which service applies, and whether we are the right people for it.