Enterprise · Client confidential · Southeast Asia · 2026
85% of one team's manual case work, removed
An enterprise team spent its days clearing routine cases by hand. A web-based system our founder built now clears most of them, leaving only the judgment calls.
- Industry
- Enterprise · Client confidential
- Region
- Southeast Asia
- What we helped with
- One web application that reads two sets of records, applies the team's own rules, and clears routine cases automatically
The brief
Inside a large company, every mismatch between two internal records became a case, and every case was a person reading two screens side by side, deciding, and retyping the result. Cases came in faster than the team could clear them. The system was built by our founder before he started the company; the client and the system's name stay private by agreement.
What was getting in the way
- Two sets of records that should match often did not, and every mismatch became a case for a person to resolve
- Resolving one case meant reading two screens side by side, deciding, then retyping the outcome
- Cases came in faster than the team could clear them, so a backlog became normal
- Every new hire meant training someone to do work whose rules were already clear
- The tools involved were separate apps, each with its own logins, updates, and things that could break
What mattered
The team did not need more people or another app. Most cases followed rules the team could already recite; only a minority needed real judgment. The fix was one web application that applies those rules automatically, hands the genuine exceptions to a person with everything on one screen, and needs nothing installed on anyone's computer.
What changed
- Built a system that reads both records, applies the team's own decision rules, and clears the cases that match
- Routed only genuine exceptions to a person, with both records already side by side on one screen
- Logged every automated decision, so the team can audit what the system did and why
- Delivered it as one web application: open a browser and work, nothing to install, no per-desk maintenance
Client value
- 85% of the team's manual case work removed
- The people who used to clear the queue now handle only the judgment calls
- Routine cases stopped waiting for a free pair of hands, so a backlog stopped being normal
- One web application replaced a spread of separate tools, so there is less to maintain and less to go wrong
The figure is exact and deliberately unrounded: 85% of one team's manual case work, removed by a system our founder built. The client and the system's name stay private by agreement.
What counted as success
If the work does not save time, reduce errors, speed up decisions, or help the team serve customers better, it is not a success. We publish numbers only when the client measured and approved them.
- 85% of the team's manual case work removed, measured against how cases were handled before
- A routine case clears without a person touching it, and an exception reaches a person with everything needed to decide
- The team runs it day to day without installing or maintaining anything on their own machines
What we're not claiming
- The 85% covers one team's case work, not the whole company, and is never rounded up
- Headcount was not the point and nobody was replaced; the team's time moved from retyping to judgment calls
What this shows
When most of the cases in a pile follow rules everyone can already recite, that pile is software work, not people work. One web application that applies the rules, hands the real exceptions to a person, and needs nothing installed can give a team most of its time back. In this case, 85% of it.
Related solutions
What should change next?
Send us the part your team still chases by hand. We will tell you whether it needs software, automation, or a simpler fix.