AI Solutions
Deep Enterprise™
AI Platform & Solutions
Automate & optimize core
enterprise decisions with AI
Automate & optimize core
enterprise decisions with AI
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.
The Foundation Forecasting Platform is the core of Keystone’s intelligence stack, built to master the uncertainty and volatility of modern supply chains. Using our proprietary MQPCN (Multi-Quantile Positional Convolutional Network), it 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.
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.
Unlocked $20M+ in incremental free cash flow by deploying Foundation Forecasting™ model that improved fine-grain forecast accuracy which drove inventory 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.
Reduced stockout rate from previous year by 75% by deploying Foundation Forecasting™ model and control tower that improved forecast accuracy and inventory management.
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.
