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Enterprise ML Platform

Advanced ML Models for Category Intelligence

Generate demand transfer matrices, product incrementality scores, and cannibalization coefficients from your actual performance data. Make category reset decisions with mathematical precision.

Multi-year SaaS agreements
Custom AI models
Your data, your insights
Advanced Category Intelligence
AI-powered analytics for strategic decisions.

Demand Transfer Accuracy:

>95%

Category DNA Insights:

Top Drivers

Cannibalization Pinpointed:

High-Risk SKUs

Incrementality Forecasted:

Growth Optimized

Key Capabilities:

Demand Transfer Matrix
Category DNA Analysis
Product Incrementality
Explore AI Insights

Solve Your Toughest Category Challenges

Transform common industry pain points into strategic advantages with our AI-powered platform.

AI 'Black Box' & Audit Concerns

Lack of transparency in AI decision-making creates compliance risks and hinders trust.

Glass-Box AI with Full Explainability

Achieve complete AI transparency with SHAP explanations and feature importance for every decision, meeting stringent audit and regulatory requirements.

Discover How

Decode Your Category DNA

Our Python-based ML models analyze your specific performance data to reveal hidden patterns, demand transfer relationships, and cannibalization dynamics that drive informed category reset decisions.

Demand Transfer Intelligence
Understand exactly how demand flows between products when changes are made. AI models reveal hidden relationships and transfer patterns in your specific category data.
Category DNA Analysis
Decode what truly drives performance in your category. Attribute importance scoring reveals which product characteristics matter most for your specific market.
Cannibalization Modeling
Quantify product interactions and competitive dynamics. Make informed decisions about product additions and removals based on mathematical precision, not guesswork.

From Data to Decision: Your Enterprise AI Journey

Our structured, enterprise-grade process transforms your raw data into actionable category intelligence and measurable business outcomes.

Consultative Onboarding & Data Validation

Collaborative setup ensuring data quality via our Data Requirements Matrix before AI model execution.

Ensures Project Success

Secure Data Integration

Connect your enterprise data sources (Snowflake, Databricks, etc.) through our secure Azure-native integration hub.

Dual-Tenant Isolation

Custom AI Model Training

Proprietary AI models are trained exclusively on your performance data, managed via robust MLOps & Model Versioning.

Glass-Box Transparency

Generate Intelligence Suite

Unlock Demand Transfer Matrices, Category DNA, Cannibalization insights, and more, powered by an Asynchronous Architecture for scale.

Real-Time Caching

Interactive Scenario Planning

Simulate assortment changes, predict financial impact, and optimize strategies with our intuitive planning tools.

Actionable Insights

Make Data-Driven Decisions

Confidently negotiate with vendors, optimize assortments, and drive category growth with auditable, AI-backed intelligence.

Measurable ROI

Trust and Security are Our Top Priorities

gdpr

GDPR Compliant

We are committed to protecting the privacy of our users and complying with the General Data Protection Regulation (GDPR).

contracts

Enterprise-Grade Contracts

Built for enterprise procurement with clauses for data privacy, security, and flexible 1, 3, or 5-year licensing terms.

encryption

Data Encryption

Your data is encrypted both in transit and at rest using industry-leading encryption standards.

audits

Regular Security Audits

We conduct regular security audits and penetration testing to identify and address potential vulnerabilities.

access

Access Control

Strict access control policies and procedures are in place to ensure that only authorized personnel have access to sensitive data.

Built for Speed

Engineered for Performance & Scale

Our architecture is meticulously designed to handle demanding workloads, ensuring high availability and a seamless experience as your data grows.

Real-Time Analytics Caching

Achieve sub-second response times for complex queries through our intelligent, TTL-based analytics caching layer, ensuring a fluid user experience.

Asynchronous Architecture

Leverages non-blocking I/O and proper async/await patterns to handle enterprise-scale data processing without compromising performance.

Comprehensive Monitoring

Proactive issue detection and performance monitoring using an enterprise-grade stack (Prometheus, Grafana, ELK) for maximum reliability.

Data Partitioning Strategy

Efficient multi-tenant query performance achieved through strategic data partitioning by category and strict organization ID scoping.

Built for Enterprise Decision Making

Transform complex category dynamics into clear, actionable intelligence for confident vendor negotiations and strategic category resets.

Your Data, Your Model
Custom AI models trained exclusively on your performance data, not generic industry averages
Decision Intelligence
Transform complex category dynamics into clear, actionable insights for confident vendor negotiations
Azure-Native Architecture
Enterprise-grade security, multi-tenant isolation, and seamless integration with your existing systems

Unlock Tangible Business Value

Our AI-driven insights translate directly into measurable improvements in sales, margin, and operational efficiency. Understand the financial impact of optimized assortments.

Discuss Your ROI with an Expert

Our Strategic Enterprise Advantages

We've made deliberate architectural and business model choices to deliver a platform that is fundamentally different and superior for the enterprise.

Consultation-Based Model

We ensure project success and data quality through a collaborative, expert-led onboarding process, not a risky self-service model.

Glass-Box AI Transparency

Our commitment to AI explainability (SHAP) builds customer trust and ensures you meet regulatory compliance and audit requirements.

Dual-Tenant Security

A fundamental architectural choice that provides true data isolation and security containment, meeting the highest enterprise standards.

Real-Time Performance

Sub-second analytics responses are a core feature, not an afterthought, supporting mission-critical decisions with enterprise SLA support.

Complete AI Intelligence Suite

Comprehensive modeling outputs that reveal the true dynamics of your category, powered by advanced machine learning trained exclusively on your performance data.

Transfer Factor Matrix
Advanced ML
Quantifies demand transfer proportions between every product pair in your category
Product Incrementality Scores
Deep Learning
ML-generated percentage of unique sales that will be lost if product is delisted
Cannibalization Matrix
Advanced ML
Product interaction coefficients showing competitive dynamics between products
Category DNA Report
Deep Learning
Attribute importance scores revealing what drives performance in your specific category
Similarity Scoring
Advanced ML
New product similarity analysis based on your category's performance patterns
Impact of Delist Scores
Advanced ML
Estimated category impact when specific products are removed from assortment

All intelligence generated from your proprietary performance data with custom ML model training

Explore Technical Details

Trusted by Category Leaders

Fortune 500 retailers and global CPG manufacturers rely on our AI platform to decode category dynamics and make data-driven reset decisions.

F500

"The demand transfer matrix revolutionized our category reset decisions. We now understand exactly how products interact and can negotiate with vendors using data, not intuition."

Sarah Johnson

VP of Category Management

Fortune 500 Retailer

GGC

"Category DNA analysis revealed hidden patterns in our $2B snacks category. The AI model identified cannibalization we never knew existed, saving millions in margin erosion."

Michael Chen

Chief Merchandising Officer

Global Grocery Chain

CPG

"Incrementality scores transformed our innovation pipeline. We now know which new products will truly drive incremental growth vs. just cannibalizing existing sales."

Emily Rodriguez

Director of Analytics

Leading CPG Manufacturer

Ready to Decode Your Category DNA?

Join Fortune 500 retailers using our AI platform to understand demand transfer, cannibalization, and product relationships in their specific categories.

Multi-year SaaS agreements • Custom AI models • Your data, your insights