Case studies

Representative outcomes across ERP modernization, AI automation, AWS optimization, fulfillment, and analytics.

ERP modernization — wholesale distributor

Fragmented inventory truth delayed fulfillment and inflated safety stock.

Cut reconciliation time by 58% and improved fill-rate visibility within one quarter.

AI automation — operations desk

High-volume exceptions consumed supervisor capacity.

Automated triage for top exception families; supervisors shifted to coaching and vendor fixes.

AWS optimization — observability foundation

Spend drift without attribution blocked governance conversations.

Usage attribution by service and team enabled disciplined scaling decisions.

Fulfillment transformation — SLA reliability

Peak volatility broke picking schedules and carrier cutoffs.

Stabilized outbound SLAs with labor smoothing and exception-driven supervision.

Operational analytics — margin visibility

Finance and ops debated SKU profitability using different spreadsheets.

Single margin lens across channels improved pricing decisions within weeks.

Healthcare supply — traceability controls

Lot tracking gaps increased recall risk and audit prep time.

Traceability workflows shortened investigations and strengthened compliance posture.

Energy field services — work order throughput

Dispatch and inventory visibility lagged field execution.

Tech-to-cash cycle tightened with mobile-first updates and parts discipline.

Professional services — utilization integrity

Project accounting drift hid true delivery margin.

Connected delivery truth to finance reduced revenue leakage in forecasting.

Wholesale distribution — rebate complexity

Vendor programs created reconciliation drag and disputes.

Automated accruals cut dispute volume and accelerated month-end close.

Manufacturing — quality holds as signals

Quality events were tracked offline and disconnected from supplier scorecards.

Structured holds reduced repeat defects and improved supplier negotiations.