85% of one team's manual checking, now done by the system
Cases came in faster than one enterprise team could clear them. Most followed rules the team could already recite; only the exceptions needed judgment.
85%
of one team's manual case work removed, measured against the previous process.
How many hours a week does your team spend clearing work the rules already decide?
Where things were stuck
- Every mismatch, manual. Two sets of records often disagreed, and each one became a case for a person to resolve
- Read, decide, retype. Clearing one case meant two screens side by side and typing the outcome again
- Backlog became normal. Cases came in faster than the team could clear them
What we built
- Rules do the routine. The system reads both records and clears every case that matches the team's own rules
- People get judgment calls only. Genuine exceptions arrive with everything on one screen, and every automated decision is logged
- Nothing to install. One web application, rolled out milestone by milestone, so no existing workflow broke
What the business got back
- 85% removed. The work was two records that disagreed, checked and retyped by hand, one case at a time.
- Smooth ops, same headcount. Nobody was hired and nobody was replaced; people moved from retyping to judgment calls
- One app instead of many. Less to maintain, less to go wrong
What we're not claiming
- The 85% covers one team's case work, not the whole company, and is never rounded up
- The client and the system's name stay private by agreement
If your team can recite the rules, routine cases should not need a person. Keep people for the exceptions, and give them the exception the day it appears.