SinowiseOperational Excellence in the AI Era

Case Studies

How leading enterprises achieved transformation with measurable results.

AI Adoption Strategy

Do You Really Need an Agent? A 6-Question Reality Check

Most teams clamoring for Agents only need an API wrapper for 60% of their use cases. This case study gives you a 6-question self-check plus a three-tier autonomy framework — a decision map for whether you actually need an Agent.

~60%Agent ideas that are really workflows
6Self-check questions
3Autonomy tiers
3 months → 3 daysEffort avoided (example team)
Enterprise Transformation

AI-Native Enterprise: From a 30-Person Team to 3-Person Core Operations

How we restructured a company's core operational capabilities from people-dependent to system-dependent — using AI, Agents, a knowledge base, and standardized workflows.

30 -> 3Core Team Size
Fully systematizedKnowledge Reusability
100% traceableDecision Auditability
Significantly reducedCoordination Overhead
Consumer & Retail

Omnichannel Retail: From Fragmented Systems to Governed Decision Intelligence

Unified fragmented inventory and pricing decisions across 800+ stores with auditable AI agents

6% ($45M)Inventory Cost Reduction
96% (from 88-94%)Fill Rate Stability
100% auditableDecision Transparency
16 weeksImplementation Time
Advanced Manufacturing

EV Manufacturing: Autonomous Supply Chain with Auditable Boundaries

Deployed intelligent supply chain agents for EV production across 8 global plants with real-time risk escalation

72%Line Delay Reduction
100%Auditable Decisions
+60%Planning Efficiency Gain
-35%Cycle Variability
Travel, Logistics & Infrastructure

Supply Chain & Logistics: Real-Time Decision Agents with Compliance Embedded

Deployed network-wide autonomous routing and asset allocation agents with live risk visibility

+18% ($144M)Route Optimization
62% → 81%Asset Utilization
42%Empty Backhaul Reduction
99.7%Compliance Rate