AI Models

AI models built to know your business
— not just your website.

eComchain trains AI directly on your real order history, ERP data, and contract pricing — the signal every other eCommerce platform never sees because they were never connected to it.

11
AI models
3
Capability tiers
12+
ERP integrations feeding them
100%
Yours — you own the model
The unfair advantage: we already have the data other platforms can't reach.
Shopify, BigCommerce, and every other bolt-on storefront can only learn from what happens on-site — clicks, carts, checkouts. eComchain integrates natively with SAP, Oracle, Microsoft Dynamics, Odoo, Infor, JDE, Acumatica, and more, so every model below trains on real order history, credit terms, and contract pricing from day one. It's not a bolted-on feature. It's the moat.
Tier 1 · Foundational Intelligence 3 models

Fast to deploy, immediate ROI — the models that pay for themselves in the first quarter.

Demand Forecasting
Predicts what you'll sell, by SKU and by location, weeks before you need to reorder — so you stop guessing and start planning around seasonality, promotions, and contract cycles.
Inventory Learn more →
Churn & Reorder-Gap Prediction
Spots the accounts that are about to go quiet — based on order cadence, spend trends, and support activity — so your team can step in before the relationship, and the revenue, walks away.
Retention Learn more →
Dynamic Pricing Engine
Recommends the right price at the right moment, balancing margin against win rate, so you're never leaving money on the table or pricing yourself out of the deal.
Revenue Learn more →
Tier 2 · Advanced Intelligence 4 models

Deep learning that turns your catalog and clickstream into a competitive edge.

Recommendation Engine
Goes beyond "customers also bought" — for B2B buyers, it maps entire purchase graphs to surface the next order before your customer even asks.
Cross-sell Learn more →
Visual Search & Similarity
Let shoppers find products with a photo, not a guess at the right keyword — a game-changer for catalogs with tens of thousands of visually similar SKUs.
Discovery Learn more →
Smart Search Ranking
Replaces generic keyword search with a ranker trained on how your customers actually search and buy — exactly where out-of-the-box platform search falls flat.
Conversion Learn more →
Fraud & Anomaly Detection
Adds a learning layer on top of your payment gateway's own screening, catching the unusual order patterns that rules-based fraud checks miss.
Tier 3 · Enterprise-Scale AI Systems 4 models

The kind of AI infrastructure Amazon-scale retailers run — scoped and priced for the mid-market.

Full Personalization Platform
Real-time personalization across homepage, email, and search, powered by a live feature store and a multi-model ensemble that keeps learning as your customers shop.
Experience Learn more →
AI-Driven Pricing & Promotion Optimization
Continuously tests price points and promotions within guardrails you set, learning what actually moves revenue instead of relying on static discount rules.
Revenue Learn more →
Supply Chain Optimization
Joins demand forecasting, inventory positioning, and transportation cost into one optimization — so every stocking and shipping decision is made with the full picture.
Operations Learn more →
Your Own Fine-Tuned LLM
A private model fine-tuned on your product and order data, deployed on-prem or in your own cloud. You own the weights — the ultimate expression of our own-vs-rent philosophy.
Ownership Learn more →

See what AI trained on your ERP data can actually do.

Bring your own order history. We'll show you the model that fits it — no generic demo, no storefront-only guesswork.

Request a Demo →