Cases
What changed, in plain language.
Each case in four lines: the problem, what was built, what changed, and an evidence label that says whether the numbers were measured on a live system, estimated, or are typical values for a reference design. The technical write-up is one click away.
- Reference design6 months
Four analytics tools disagreed about the same numbers. Now there is one set everyone trusts.
Offer CTR: 4.5% → 6.4%
Masters - Reference design4 months
Signing up a new customer took three weeks of engineering time. It now takes two days and no engineer.
Tenant onboarding: 3 weeks → 2 days
Plug-and-Play Commerce Analytics - Reference design3 months
Dashboards were six hours behind reality. Now they are five minutes behind.
Data freshness: 6 hours → 5 minutes
USDDub - Reference design4 months
Every invoice was read and typed in by hand. Four in five now go through untouched.
Straight-through processing: 0% → 81%
Document Intelligence (OCR, Extraction, RAG) - Reference design2 months
A third of support tickets went to the wrong team. Now it is closer to one in thirteen.
Routing accuracy: 65.3% → 92.4%
Support Ticket Triage + Auto-Routing - Reference design5 months
Analysts spent their day on false alarms. The review queue is now a third of the size.
False positive rate: 4.1% → 1.6%
Fraud Detection Pipeline + Monitoring - Reference design4 months
Planning ran on a spreadsheet and one growth rate. Stock now follows actual demand.
Weighted MAPE: 12.1% → 2.7%
Demand Forecasting + Inventory Optimization - Reference design4 months
Staff asked colleagues instead of reading the policy. Now they ask and get an answer they can check.
Answer accuracy: 61% → 89.2%
Internal LLM Copilot (Policies + Tools)