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AI Solutions

Unified Forecasting

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Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Problem

Unified Forecasting

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Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Solution

Keystone AI Solution

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Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Industries

Demand Forecasting for Discrete Manufacturing

Keystone’s RAIN platform transforms scattered enterprise and market data into a single, science-ready foundation for AI. It continuously extracts signals from ERP, IBP, IoT, and transactional systems, enriches them with market, weather, and demand data, and encodes everything into vectorized representations optimized for supply-chain forecasting. This enables seamless consumption by our forecasting models and intelligent agents, turning complex data into a live, learning system that powers predictive and autonomous decision-making.

Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.
Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.

Demand Forecasting for Discrete Manufacturing

Keystone’s RAIN platform transforms scattered enterprise and market data into a single, science-ready foundation for AI. It continuously extracts signals from ERP, IBP, IoT, and transactional systems, enriches them with market, weather, and demand data, and encodes everything into vectorized representations optimized for supply-chain forecasting. This enables seamless consumption by our forecasting models and intelligent agents, turning complex data into a live, learning system that powers predictive and autonomous decision-making.

Aerial view of a large container ship loaded with multicolored shipping containers sailing next to a dock with trucks and cranes.

Foundation Forecasting Platform

The Foundation Forecasting Platform is the core of Keystone’s intelligence stack, built to master the uncertainty and volatility of modern supply chains. Our proprietary models forecasts intermittent and irregular demand across multiple horizons—from weekly replenishment to strategic planning—while directly modeling uncertainty across all quantiles. By aligning forecast precision with business goals such as service levels and inventory policies, the platform delivers scientifically rigorous, economically actionable predictions ready to power planning systems, digital twins, and intelligent agents.

Blue shipping containers stacked against the sky
Blue shipping containers stacked against the sky

Decision Engine and Forecast System of Record

Keystone’s Decision Engine makes it practical to put accurate, fit-for-purpose forecasts at the center of every decision. It automates and optimizes choices across procurement, production, logistics, and planning through a network of intelligent agents that reason over live data and forecasts. By establishing a Forecast System of Record, enterprises shift from making the best possible decisions with incomplete data to making the right decisions, fully informed by precise, contextual forecasts. This turns intuition-driven operations into a scalable system of predictive, data-driven decision intelligence.

Female construction worker in safety helmet and vest holding a tablet, with a male colleague in the background.
Female construction worker in safety helmet and vest holding a tablet, with a male colleague in the background.
Our Work

Solving business problems with AI

Inventory Optimization

Unlocked $20M+ in incremental free cash flow by deploying Foundation Forecasting™ model that improved fine-grain forecast accuracy which drove inventory optimization.

Discrete Manufacturing and CPG

Marketing Optimization

Generated $19M+ in incremental purchases by deploying Causal Attribution & Downstream Impact models that enabled marketing team to dynamically optimize product selection, promotions, and nurture based on audience.

Global E-commerce Company

Stocking Decisions

Reduced stockout rate from previous year by 75% by deploying Foundation Forecasting™ model and control tower that improved forecast accuracy and inventory management.

Pharmaceutical Company

The future
belongs to the
Deep Enterprise™

About the Deep Enterprise™

Enterprises are at an inflection point. Operational and technology-driven silos hinder performance. Fragmented data, legacy Enterprise Resource Planning systems, and non-scientific decision-making has left businesses struggling to keep pace case in point we have witnessed a 30% attrition in the Fortune 500 over the past decade.

In global supply chains, demand planners are not able to perform high-grain forecasts across SKUs, markets and seasons. As a result, inventory managers make stocking decisions based on low-fidelity insights. On commercial teams, marketers struggle to understand which promotional, pricing and media decisions will have the greatest impact. In finance, we see FP&A struggle to stitch cross-functional forecast together. Despite their interdependence, the main operating functions of a business remain disconnected.

The AI revolution changes everything. Our mission is to help our customers transform into Deep Enterprises. We define the "Deep Enterprise" as a company that embeds neural network-based AI into the core of it's decision-making infrastructure. This is the natural next step from digital transformation and it promises operational improvement, optimized financial performance and a balance of immediate results and long-term value creation.

If your enterprise is in the automotive, consumer packaged goods, financial services, healthcare & pharmaceuticals, life sciences, manufacturing & industrial goods, hospitality, or telecommunications sectors, contact us to learn more.