Case studies
Real deployments, measurable operating outcomes.
These case studies preserve the original website stories and metrics, presented in the current LayeredAI design system for easier scanning and comparison.
FinTech Spend-Management Startup
Deploying AI to automate expense coding and accelerate the close
Manual expense processing time-50%
Close cycle7 days -> 3 days
Annual cost savings25%
D2C Retail Startup
Optimising inventory with demand forecasting and conversational assistance
Stock-outs-25%
Gross margin+10%
Incremental annual revenue10%
PropTech Scale-Up
Transforming lease analysis and maintenance coordination with NLP and predictive analytics
Vacancy rate-15%
Response time-35%
Portfolio yield uplift+9%
F50 Healthcare Payor
Deploying a decisioning system to accelerate the prior authorization approval process
Forecasted annual savings with ROI$200M+
Annual spend under management$2B+
Complex clinical guidelines1000+
F50 Hardware Manufacturer
Accelerating Manufacturing Root Cause Analysis with AI-Powered Diagnostics
Faster root-causing vs manual process80%
Accuracy rate in fault detection95%
Reduction in downtime60%
F50 Healthcare Payor
Optimizing Healthcare Supply Chain with AI-Driven Inventory Management
Annual savings in inventory costs$23M
Improvement in order completion time47%
Reduction in stockouts92%
F50 CPG Brand
Streamlining Order Management with AI-Powered Resolution Systems
Improvement in order incompletion resolution time47%
Reduction in manual interventions85%
Annual cost savings$15M