AI & Analytics for CPG

Tredence AI

Turning CPG Intelligence into a Profit Driver

Tredence is the breakthrough AI partner for leading global CPGs, enabling the last-mile AI adoption through domain expertise, AI/ML accelerators and agentic GenAI solutions.

Consumer goods companies are under pressure like never before, navigating private label competition, volatile demand, SKU complexity and persistent cost inflation. Shrinking planning cycles and evolving consumer behavior demand intelligent, real-time decision-making at scale.

CPGs want to improve product availability and ROI for promotions; enable cross-price elasticity to improve strategic and tactical pricing; and track sustainability and environmental, social and governance progress.

Tredence partners with leading global consumer brands, supporting over $1T in CPG sales. Our domain expertise, advanced analytics, AI/ML accelerators and agentic GenAI capabilities help enterprises modernize data, streamline operations and accelerate commercial outcomes. From optimizing promotions, enhancing supply resilience to enabling real-time planning, we equip CPGs to turn complex data into a decisive, measurable business impact.

The AI Edge for Global CPG Leaders

AI Ready Data Engineering

Tredence modernizes CPG data estates with AI-ready architectures, governed pipelines and cleanroom-enabled segmentation. We build Delta Lake–compliant models, automate ingestion and enable real-time insights. Our managed services cut cost and complexity, accelerating data activation and enterprise AI delivery across the CPG value chain.

Scalable AI for CPG

Enable AI powered analytics and automation at scale for CPGs, from demand forecasting and trade optimization to churn prediction and RGM. We build and deploy custom models with MLOps/LLMOps, driving accuracy, speed and compliance.

Personalized Consumer Engagement

We help CPGs deliver personalized experiences with AI powered CXM, from unified profiles to loyalty, attribution, and campaign optimization. Our accelerators enhance media mix, content personalization, demand forecasting, and RMN impact to drive engagement and share growth.

Supply Chain Intelligence

We enable intelligent, responsive CPG supply chains with AI, digital twins, and GenAI agents. From predictive planning and S&OE to on shelf availability, ESG tracking and procurement analytics, our accelerators drive cost efficiency and real time decisions.

Enterprise GenAI for CPG

Tredence delivers enterprise GenAI and Agentic AI for CPGs, automating trade promotion content, optimizing digital shelves and activating pricing and engagement agents. We accelerate insights, shorten S&OE cycles and enable personalized, intelligent execution across marketing, supply chain, and commercial functions.

Enterprise-Ready AI Solutions to Unlock CPG Value

Prescriptive Revenue Growth Management

Advance your RGM maturity with a data-rich foundation and ML-driven predictions. Activate recommendation engines, simulate pricing and promotion outcomes and apply consumer insights for granular, real-time decision-making. Tredence’s solution is powered by 20+ digital and RGM accelerators.

Supply Chain Control Tower

Gain real-time visibility and orchestration across your supply chain. Leverage 300+ KPIs, anomaly detection, simulations, and next-best-action engines to optimize procurement, logistics, and execution. Our control tower unifies planning, making, and delivery data for proactive decision-making.

Supply Chain Risk Monitor

Anticipate disruptions with stockout probability scores based on item-level metrics and external market signals. Use these insights to proactively identify alternatives, rebalance inventory and mitigate risk across complex, multi-node supply chains.

On-shelf Availability

Use advanced demand sensing, historical trends, and feature engineering to align forecasts, inventory, open orders, and shelf conditions across channels. Enable automated replenishment, root-cause analysis, and dynamic inventory allocation. Our solution helps CPGs reduce stockouts, improve shelf performance, and drive availability-led sales growth through intelligent, predictive on-shelf execution.