Real-Time Demand
Visibility
Gain Granular, SKU- And Store-Level Visibility By Integrating POS,
Inventory, And External Signals—Enabling Faster, Data-Driven
Decisions.
Demand Sensing and Forecasting for Intelligent Supply Chains
Unify demand signals and forecasting models to improve
accuracy, reduce stockouts, and respond faster to market
shifts.
1000 x
A Large UK Bank
Achieves ~45%
Efficiency Gains
Achieves ~45%
Efficiency Gains
A Large UK Bank Achieves ~45% Efficiency Gains
A Large UK Bank Achieves ~45% Efficiency Gains
Disconnected Data.
Distorted Decisions.
Delayed insights, SKU complexity, and misaligned data undermine
forecasting accuracy and planning agility.
Limited Visibility
Delayed Access To Accurate Consumer Offtake Data Creates Planning Latency And Reactive Decisions.
Data Misalignment
Mismatched Product Hierarchies Across Systems Slow Harmonization And Distort Demand Signals.
SKU Proliferation
Accelerated Product Launches Increase Complexity, Destabilizing Forecasts And Inventory Planning.
Fragmented Signals
Omnichannel Behavior Breaks Traditional Models And
Weakens Forecast Reliability.
Topaz AI Next Demand Sensing
and Forecasting
Engineered for Real-Time
Demand Precision
Integrate POS, inventory, market, weather, and historical data. Apply real-time sensing and advanced ML models to generate accurate store- and SKU-level forecasts. Improve agility, reduce stockouts, and enable faster response to volatility with smarter inventory decisions.
From Insight to Impact
See how leading enterprises transformed their demand planning
with AI-powered precision.
Driving Demand Clarity for a Fortune 50 CPG Leader
- 700+ Retailers Integrated
- 3-4% Lower non-productive distributor inventory
- 8-10% Improvement in case fill rates
Enhanced demand visibility powers sales strategies
- $200M cross-sell & upsell opportunities identified
- Near real-time sell-out visibility
- Data processed in hours, not weeks
Unlocking Faster Insights from Unified POS Data Streams
- < 72 Hrs. Visibility of Promotions Performance
- 100% Accuracy with high volumes
- Significant cost savings in data processing
A Cloud-Scalable
Foundation for
Demand Sensing
and Forecasting
Harmonize demand signals, compare ML models
continuously, and accelerate decisions with
conversational AI—at enterprise scale.
Data Integration & Harmonization
Pre-Built Connectors
Model Benchmarking
Conversational Analytics
Data Integration & Harmonization
Pre-Built Connectors
Model Benchmarking
Conversational Analytics
Built for Real‑World
Integration Scenarios
Unify partners, applications, and workflows to run a faster, more
connected supply chain
Real-Time Demand
AI-Powered Demand Prediction
Leverage Advanced AI/ML Models To Improve Short- To Long-Term Forecast Accuracy And Drive More Reliable Planning Across The Value Chain.
Inventory & Replenishment Optimization
Align Supply With True Demand Signals To Reduce Stockouts, Optimize Inventory Levels, And Improve Service Levels.
Omnichannel Demand Unification
Consolidate fragmented demand signals across channels into a single view—ensuring consistent, synchronized planning and execution.
Latest Insights
Videos, reports, case studies, and thought leadership from
EdgeVerve and industry experts
Case Study
Enhancing Sales Productivity and Secondary Sales Visibility
Explore how we digitized sales to improve visibility and boost sales productivity across a customer’s
markets.
5 Min
Download 
Case Study
Enhancing Sales Productivity and Secondary Sales Visibility
Explore how we digitized sales to improve visibility and boost sales productivity across a customer’s
markets.
5 Min
Download 
Case Study
Real Time Order Orchestration for a Sportswear Brand
See How We Resolved Inventory Glut And E-Retail Stockouts With Intelligent Demand Orchestration.
Case Study
Transforming Social Services Procurement with Unified Platform
Streamlining Processes, Improving Visibility, Compliance, And Service Delivery Outcomes.
Ready to Optimize Your Global Business?
Join 100+ leading organizations using EdgeVerse to drive productivity, reduce costs, and accelerate digital transformation
1000 x
A Large UK Bank Achieves ~45% Efficiency Gains
A Large UK Bank Achieves ~45% Efficiency Gains
A Large UK Bank Achieves ~45% Efficiency Gains