Data Integrations Enables AI Agents for Your Business
We securely ingest your transaction, inventory, and product data to train proprietary machine learning models tailored to your business—enabling AI agents to deliver deep, actionable insights.
Powering Agents with Your Specific Data
Generic AI models can't understand your business. Our agents and AI algorithms are powered by your specific data—learning your sales patterns, inventory dynamics, and customer behavior. This enables agents to conduct deep analysis and deliver recommendations that are truly tailored to your business context.
- Train AI models on your historical performance data
- Enable agents to understand your specific assortment and categories
- Learn price elasticity and demand patterns unique to your business
- Identify opportunities and risks that generic tools would miss
The Data That Powers Your AI
Each dataset serves a specific purpose in training AI models and enabling intelligent recommendations.
Transactions
Sales data at SKU/store/day level
Why we need it: Understand sales, revenue, and demand per product. Train price elasticity models and forecast future demand patterns.
History: Up to 3 years
Inventory
Stock levels, movements, and aging
Why we need it: Constrain demand forecasts based on available inventory. Separate lack of demand from stockouts throughout history. Predict future stockout risks.
History: Up to 3 years
Store Details
Locations, formats, clusters, attributes
Why we need it: Help AI understand differences between store formats and channels. Enable regional and channel-specific strategies.
History: Current
Product Details
Hierarchy, attributes, lifecycle, substitutes
Why we need it: Understand assortment structure. Enable filtering by product attributes in workflows. Use attributes as features for AI models.
History: Current
Costs
Landed costs, supplier costs, cost changes
Why we need it: Calculate profit margins accurately. Create de-averaged strategies based on profit opportunity rather than just revenue.
History: Up to 3 years
Prices
Regular prices, promotional prices, changes
Why we need it: Understand current price points and competitive positioning. Learn how demand has changed as prices have changed throughout history.
History: Up to 3 years
Connect with Any Data Source
We integrate with your existing infrastructure—whether that's modern cloud data warehouses, legacy ERP systems, or e-commerce platforms. Our team builds custom connectors for proprietary systems, ensuring you can leverage AI regardless of your tech stack.
- Direct connections to major data warehouses (Databricks, BigQuery, Snowflake)
- Cloud storage integration (Azure, AWS S3, Google Cloud)
- E-commerce platform APIs (Shopify, BigCommerce, Magento)
- Custom connectors for SAP, Oracle, and proprietary systems
Integration Partners
Custom integrations for any data storage solution
Data Warehouses
Cloud Storage
E-commerce
ERP Systems
Don't see your system? We build custom integrations for any data source. If you have data, we can ingest it.
How Integration Works
Discovery
We map your data sources and define the integration approach
Secure Connection
Establish encrypted connections to your systems
Data Validation
Verify data quality and completeness
Transform & Enrich
Transform and enrich your data into AI-native formats that enable training and better insights
ML Training
Build proprietary models tailored to your business
Let's Connect Your Data
Our integration team will work with you to securely connect your data sources and train AI models specific to your business.