Case Studies

Real results from real rebuilds.

Every engagement starts with a broken Quote-to-Revenue process and ends with a system that scales. Here is the proof.

10x Accuracy Improvement: From 30% Quote Error Rates to Under 3%

Quote generation time reduced from 2 hours to 10 minutes, finance capacity reclaimed by 15 hours weekly, and invalid billings slashed by 80%.

Key outcomes

2 hrs → 10 min

Quote generation time

30% → 3%

Quote error rate

15 hrs/week

Finance capacity reclaimed

Sales cycles were reduced by 15% and the company reclaimed 300 hours of weekly capacity across the sales and delivery teams.

Key outcomes

300 hrs/week

Team capacity reclaimed

20% → 5%

Proposal error rate

15%

Sales cycle reduction

Quote velocity increased by over 800% while Finance reclaimed 30 hours per week previously lost to manual data entry and reconciliation loops.

Key outcomes

Days → Minutes

Enterprise quote turnaround

30%

Compliance error reduction

30 hrs/week

Finance capacity reclaimed