Assortment Analytics Logo
MaaS - Models as a Service
Azure OpenAI Powered
Microsoft Partner

MaaS-Powered Intelligence

Train your Category Model with MaaS - pre-trained AI models that decode your category DNA and reveal hidden patterns. No ML infrastructure needed - just instant access to enterprise-grade analytics through cloud APIs.

Enterprise Security
Azure-Native
Azure OpenAI Powered
Microsoft Partner
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 Features:

Demand Transfer Matrix
Category DNA Analysis
Product Incrementality

MaaS-Powered Category Intelligence

Train your Category Model with pre-trained machine learning models delivered as a service. No infrastructure, no maintenance - just instant access to enterprise-grade analytics that decode your category DNA and reveal hidden patterns.

MaaS Demand Transfer Intelligence
Pre-trained AI models instantly reveal how demand flows between products. No model training needed - just upload your data and get immediate insights into transfer patterns.
MaaS Category DNA Analysis
Cloud-based models decode what drives performance in your category. Attribute importance scoring delivered as a service, revealing which product characteristics matter most.
MaaS Cannibalization Modeling
Pre-built models quantify product interactions with mathematical precision. Make informed decisions about product changes without building complex ML infrastructure.

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

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.

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.

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

Enterprise-Grade Platform

Built for Fortune 500 companies with enterprise security, scalability, and integration capabilities

MaaS: Your Data, Your Models
Pre-trained models adapt to your data instantly. No custom training required - models learn your patterns through cloud-based inference.
MaaS Decision Intelligence
Instant access to enterprise-grade analytics. Transform complex category dynamics into actionable insights without ML infrastructure investment.
MaaS Azure-Native Architecture
Models delivered as cloud services with enterprise security. Multi-tenant isolation and seamless API integration with your existing systems.

Advanced Analytics Outputs

Sophisticated analytics that provide actionable insights for your business decisions

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

Trusted by Industry Leaders

See how Fortune 500 companies are transforming their category management with AI analytics

"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."
SJ

Sarah Johnson

VP of Category Management, Fortune 500 Retailer

"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."
MC

Michael Chen

Chief Merchandising Officer, Global Grocery Chain

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

Emily Rodriguez

Director of Analytics, Leading CPG Manufacturer

Models as a Service

Why MaaS is the Future of Retail Analytics

Traditional ML requires months of infrastructure setup and model training. Train your Category Model instantly with MaaS - pre-trained, cloud-based models that adapt to your data.

Instant Deployment
Train Your Category Model
Skip months of ML infrastructure setup. Upload your data and train your category model instantly through cloud APIs.
Continuous Updates
Always Current Models
Models are continuously updated with the latest retail patterns. No manual retraining required.
Enterprise Scale
Built for Scale
Handle millions of products and transactions. Multi-tenant architecture ensures performance at any scale.
Secure by Design
Enterprise Security
Models delivered with enterprise-grade security. Data never leaves your control, models adapt to your patterns.
API-First
Easy Integration
RESTful APIs integrate with any system. Pre-built connectors for major retail platforms.
Cost Effective
Pay for Results
No upfront ML infrastructure costs. Pay only for the insights you use, not the infrastructure to build them.

Ready to Experience MaaS-Powered Analytics?

Schedule a demo and see how you can train your category model with MaaS - revolutionizing category management without ML infrastructure.