AI Platform
Production-grade models and pipelines purpose-built for commerce intelligence, from demand forecasting to real-time fraud detection.
Model Zoo
Pre-trained, fine-tuned models for every stage of the commerce lifecycle.
Recommendation Engine
Correlates purchase history, browsing patterns, and social signals into ranked product suggestions for cross-sell and upsell across marketplaces.
Demand Forecasting
Projects product demand across Amazon, Walmart, and social channels. Accounts for seasonality, trend velocity, and influencer impact to keep inventory aligned with sell-through.
Review-LLM
Processes customer reviews, social mentions, and creator content at scale. Surfaces sentiment shifts, recurring product issues, and competitive signals.
Pricing Optimizer
Computes competitive price points in real time across major marketplaces. Weighs competitor pricing, demand elasticity, and promotional calendars.
Image Recognition
Classifies products from marketplace listings and social posts. Detects attributes, brand marks, and quality defects for catalog operations.
Fraud Detection
Identifies fake reviews, suspicious seller behavior, and payment anomalies across marketplace transactions. Reduces chargebacks and preserves integrity.
Content Generator
Produces product descriptions, ad copy, and UGC-style content tailored to each marketplace and social platform. Adapts tone, length, and keywords per channel.
Video Analyzer
Extracts product mentions, brand placements, and engagement signals from creator videos and social content. Maps visual trends across platforms.
Evals & Benchmarks
Every model ships with continuous evaluation against production data. Scores are refreshed on each training cycle.
Review-LLM v3.0
BrandBaazar Commerce Reviews (1.2M samples)
Recommendation Engine v2.1
Cross-marketplace Interaction Logs (340M events)
Pricing Optimizer v2.3
Real-time Pricing Feed (50+ marketplaces)
Fraud Detection v2.0
Transaction Audit Corpus (28M transactions)
Pipeline Architecture
End-to-end ML infrastructure from ingestion to inference.
Data Ingestion
Real-time collection from 50+ marketplace and social sources
Feature Store
Automated feature engineering, versioning, and storage
Model Training
Continuous learning with managed AutoML pipelines
Real-time Scoring
Sub-100ms inference via distributed model serving
Explainability & Governance
Saliency Maps
Visual breakdowns of how each model arrives at its predictions, surfacing the features that matter most.
Bias Testing
Automated fairness evaluation across demographic and geographic segments before every deployment.
Model Governance
Full audit trails, versioned lineage, and compliance reporting for every model in production.
Platform Status
Foundation Models
Built on leading LLMs and generative AI providers.
Cloud & Inference
Deploy on any cloud. Run inference at any scale.
Video & Creative AI
Generate product videos, UGC content, voiceovers, and creative assets at scale.
Data Integrations
Connect directly to your existing data and deployment stack.
