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AI-Driven Demand Sensing & Forecasting Built for Supply Chain Complexity

Forecast errors do not just impact stock. They reduce service levels, tie up working capital, and erode customer trust. Resense combines external demand signals with operational data to deliver real-time, SKU-level forecasting accuracy, so planning teams can reduce stockouts, optimize inventory, and make confident supply chain decisions.

AI-Driven Demand Sensing & Forecasting Built for Supply Chain Complexity
The Complexity of Modern Demand Planning

The Complexity of Modern Demand Planning

Managing thousands of SKUs across multiple locations, while accounting for promotions, seasonal shifts, and hyperlocal demand changes, is beyond what legacy systems typically handle. Each layer of complexity compounds the last, turning forecast errors into stockouts, excess inventory, and missed service targets.

Volatile Demand

Consumption patterns shift faster than static models can respond, leaving planning teams reacting to demand rather than anticipating it.

Inventory Pressure

Overstocking ties up working capital - while understocking results in lost sales, poor service levels, and damaged customer relationships.

Operational Inefficiency

Manual planning processes and disconnected systems slow response times, increasing the cost and effort of every planning cycle.

Forecast Inaccuracy

Traditional models rely on internal historical data alone, missing the external signals that drive real-world demand.

Promotional Blind Spots

Promotions and seasonal events are difficult to factor into forecasts accurately, creating demand spikes that disrupt availability.

SKU & Location Complexity

As product ranges and locations grow, legacy systems struggle to maintain the forecast accuracy the business needs.

Resense: Built for Forecast Accuracy at Every Level of Complexity

Resense integrates external demand signals including promotions, weather, and seasonal events with operational data to deliver real-time, SKU-level forecast accuracy. Its outside-in forecasting approach gives planning teams the precision that traditional tools cannot provide, from daily replenishment to long-term demand strategy.

Resense: Built for Forecast Accuracy at Every Level of Complexity

Ensembling

Combines time-series and causal models to capture demand drivers beyond internal data.

Rich AI/ML Libraries

Forecasting techniques applied automatically based on SKU behaviour and data availability.

Self-Learning Models

Continuously refined through live data feedback, improving accuracy with every cycle.

Short & Long-Term Forecasting

Covers daily replenishment through to long-term demand strategy at SKU level.

External Data Integration

Incorporates promotions, weather, and market signals to reflect real demand drivers.

Data Optimization

Right inventory levels, automatically calculated, so teams focus on decisions.

Proven to Deliver Tangible Business Results

Businesses using Resense see consistent improvements across the metrics that define supply chain and forecasting performance.

Up to 90%

Forecast accuracy

Over 90%

Product availability on-shelf

30%

Reduction in inventory costs

Up to 5%

Increase in full price sales

Below 1%

Wastage and expiry loss

Success Stories

How a Global Energy Management Leader Improved Forecast Accuracy With Resense

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How a Heritage Tea Brand Improved Omnichannel Forecasting with Resense

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How the World’s Largest Pizza Chain Improved Ingredient Forecasting and Store Replenishment with Resense

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From Forecast to Fulfillment: A Unified Demand Ecosystem

Core Modules That Drive Forecast to Fulfilment

Intelligent Demand Forecasting

AI and ML-driven models reflecting real-world demand across every SKU, location, and planning horizon.

Purchase Planning

Automates indenting from store to vendor, reducing manual decisions and improving procurement accuracy.

Inventory Planning

Ensures the right stock is positioned at the right point in the network through intelligent allocation.

Price & Promotions Management

Built-in price elasticity and SKU-level optimisation to account for promotional impact on demand.

Dashboards & Reports

Real-time visibility into forecast performance, inventory health, and KPIs across the operation.

Built on Nihilent’s Innovation DNA

Resense is part of Nihilent's suite of intelligent transformation tools, built on over 25 years of experience in business transformation and analytics. This expertise is embedded across the platform, from enterprise system integration to how it performs in the hands of planning and operations teams.

Platform Foundation

  • Scalable cloud architecture
  • Integration with ERP and planning systems
  • Standardised API framework

Intelligence Layer

  • Ensemble AI and ML model library
  • Self-learning models refined through live data feedback
  • External signal integration including promotions, weather, and events

Experience & Domain Expertise

  • Designed for planning teams, not data scientists
  • Deep industry and segment expertise
  • End-to-end supply chain & demand management

Ready to Improve Forecast Accuracy Across Your Network?

Whether you are replacing a legacy tool, managing complexity across locations, or looking to reduce inventory costs, our team will walk you through how Resense works within your environment and creates value for your business.

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Nihilent
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