inventory, supply chain, customer insights
AI Data Solutions for Retail & E-Commerce
MindsDB helps retail and e-commerce businesses gain predictive insights on inventory, supply chain, and customer behavior—all from your enterprise data without needing to move it—using natural language and SQL.
Give your software AI superpowers. Enable customers, employees, AI agents, and applications to query structured and unstructured data in natural language, and get highly accurate answers across disparate data sources and types.
The World’s Leading Enterprises Deliver AI-Powered Application Search with MindsDB
The World’s Leading Enterprises Deliver AI-Powered Application Search with MindsDB
Challenge
Fragmented data and manual workflows delay critical decisions.
Fragmented data and manual workflows delay critical decisions.
Modern retail brands are rich in data—from product SKUs to clickstreams—but fragmented systems and lack of AI infrastructure make it hard to turn that data into action.
Disparate supply chain and inventory systems
Reactive rather than predictive decision-making
Lack of deep in-house AI/ML skills across business teams
MindsDB Solutions for Retail & E-Commerce
Find novel supply chain insights
Find novel supply chain insights
Predict product demand across SKUs, seasons, and geographies. Identify delays or bottlenecks before they happen and improve upstream coordination.
Unlock predictive inventory insights
Move from reactive restocking to predictive replenishment and avoid stockouts and overstock scenarios by aligning inventory with real-time demand forecasts.
Unlock predictive inventory insights
AI document analysis
Move from reactive restocking to predictive replenishment and avoid stockouts and overstock scenarios by aligning inventory with real-time demand forecasts.
Improve operations and automatically extract insights from invoices, product specs, supplier contracts, shipping logs, and and more to flag issues early, and personalize customer experiences at scale.
AI document analysis
Improve operations and automatically extract insights from invoices, product specs, supplier contracts, shipping logs, and and more to flag issues early, and personalize customer experiences at scale.
Transform retail operations with AI—without complexity.
Get predictive insights by asking natural language questions, without needing to centralize or move your data. Whether you're forecasting demand, optimizing inventory, or understanding customer churn, MindsDB delivers accurate AI-powered answers and analytics directly from your operational data.
Unify data across platforms
Easily connect structured data from ERPs and e-commerce platforms—no prep, no migration required.
Ask in natural language
Business and technical users alike can get instant answers from complex data with natural language or simple queries.
Stay secure and compliant
Maintain control with role-based access, audit logs, and on-prem or private cloud deployment.
2-3 hrs
Time it takes analysts to review supplier contracts, shipping logs, and support tickets to investigate delays or quality issues.
Time it takes analysts to review supplier contracts, shipping logs, and support tickets to investigate delays or quality issues.
5 minutes
Time it takes for an analyst to ask MindsDB a question and verify results.
Time it takes for an analyst to ask MindsDB a question and verify results.
The MindsDB Difference
All of your data. Regardless of where it resides.
Structured and unstructured data, from databases to file systems
Natural language search via APIs, SDK, MCP
On-prem, VPC, and serverless
More private and secure, as data residency doesn’t need to change
From AI prototype to production in weeks.
From AI prototype to production in weeks.
Enable semantic understanding
Query unstructured and structured data conversationally with natural language processing
Connect leading LLMs to data
Ingest data with over 200 connectors
Easily generate analytics in real-time
Showcase transparent reasoning
Customize with proprietary business rules
Responsible and secure AI usage
Enable semantic understanding
Query unstructured and structured data conversationally with natural language processing
Connect leading LLMs to data
Ingest data with over 200 connectors
Easily generate analytics in real-time
Showcase transparent reasoning
Customize with proprietary business rules
Responsible and secure AI usage
Enable semantic understanding
Query unstructured and structured data conversationally with natural language processing
Connect leading LLMs to data
Ingest data with over 200 connectors
Easily generate analytics in real-time
Showcase transparent reasoning
Customize with proprietary business rules
Responsible and secure AI usage
Enable semantic understanding
Query unstructured and structured data conversationally with natural language processing
Connect leading LLMs to data
Ingest data with over 200 connectors
Easily generate analytics in real-time
Showcase transparent reasoning
Customize with proprietary business rules
Responsible and secure AI usage
The AI Business Insights Solution
From Global Enterprises to Cutting-Edge AI Startups, we have a solution that will scale with you.
MindsDB Open Source
Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.
CONNECT
Any data, manual integration
DEPLOY
Single Mind, container, server
UNIFY
Knowledge Base with manual updates
RESPOND
BYO-LLM, basic UI
MANAGE
Basic setup, config, logs
SCALE
Local / individual projects
Minds Enterprise
Most Popular
Get a demo
UNIFY
Knowledge Base with dynamic updates
CONNECT
Any data, managed & supported integrations*
RESPOND
Managed LLMs, biz rules & personalized UI
DEPLOY
Unlimited Minds, clusters, HA / failover
MANAGE
RBAC, limits, privacy, observability
SCALE
Unlimited scale
Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.
MindsDB Open Source
Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.
CONNECT
Any data, manual integration
DEPLOY
Single Mind, container, server
UNIFY
Knowledge Base with manual updates
RESPOND
BYO-LLM, basic UI
MANAGE
Basic setup, config, logs
SCALE
Local / individual projects
Minds Enterprise
Most Popular
Get a demo
UNIFY
Knowledge Base with dynamic updates
CONNECT
Any data, managed & supported integrations*
RESPOND
Managed LLMs, biz rules & personalized UI
DEPLOY
Unlimited Minds, clusters, HA / failover
MANAGE
RBAC, limits, privacy, observability
SCALE
Unlimited scale
Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.
MindsDB Open Source
Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.
CONNECT
Any data, manual integration
DEPLOY
Single Mind, container, server
UNIFY
Knowledge Base with manual updates
RESPOND
BYO-LLM, basic UI
MANAGE
Basic setup, config, logs
SCALE
Local / individual projects
Minds Enterprise
Most Popular
Get a demo
UNIFY
Knowledge Base with dynamic updates
CONNECT
Any data, managed & supported integrations*
RESPOND
Managed LLMs, biz rules & personalized UI
DEPLOY
Unlimited Minds, clusters, HA / failover
MANAGE
RBAC, limits, privacy, observability
SCALE
Unlimited scale
Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.
MindsDB Open Source
Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.
CONNECT
Any data, manual integration
DEPLOY
Single Mind, container, server
UNIFY
Knowledge Base with manual updates
RESPOND
BYO-LLM, basic UI
MANAGE
Basic setup, config, logs
SCALE
Local / individual projects
Minds Enterprise
Most Popular
Get a demo
UNIFY
Knowledge Base with dynamic updates
CONNECT
Any data, managed & supported integrations*
RESPOND
Managed LLMs, biz rules & personalized UI
DEPLOY
Unlimited Minds, clusters, HA / failover
MANAGE
RBAC, limits, privacy, observability
SCALE
Unlimited scale
Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.
*Managed refers to Enterprise-level support, maintenance, SLAs, and more. It also includes potential optimizations we may add that improve how Minds work at scale or in multi-tenant deployments.
Unlocking the Power of Data with MindsDB’s Federated Query Engine
Unlocking the Power of Data with MindsDB’s Federated Query Engine
At MindsDB, our mission is to empower developers to build cutting-edge AI applications and agents without the headache of complex data integration.
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
MindsDB's AI data automation solution connects to diverse data sources and unifies structured and unstructured data, all powered by NVIDIA's computational infrastructure.
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Go beyond vector search—see how MindsDB Knowledge Bases power complete RAG solutions with reranking, data sync, and scalable retrieval.
Unlocking the Power of Data with MindsDB’s Federated Query Engine
Unlocking the Power of Data with MindsDB’s Federated Query Engine
At MindsDB, our mission is to empower developers to build cutting-edge AI applications and agents without the headache of complex data integration.
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
MindsDB's AI data automation solution connects to diverse data sources and unifies structured and unstructured data, all powered by NVIDIA's computational infrastructure.
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Go beyond vector search—see how MindsDB Knowledge Bases power complete RAG solutions with reranking, data sync, and scalable retrieval.
Unlocking the Power of Data with MindsDB’s Federated Query Engine
Unlocking the Power of Data with MindsDB’s Federated Query Engine
At MindsDB, our mission is to empower developers to build cutting-edge AI applications and agents without the headache of complex data integration.
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
NVIDIA and MindsDB: How to Unlock AI Search on Private Data Stores
MindsDB's AI data automation solution connects to diverse data sources and unifies structured and unstructured data, all powered by NVIDIA's computational infrastructure.
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Beyond Vector Search: Why MindsDB Knowledge Bases Matter for Complete RAG Solutions
Go beyond vector search—see how MindsDB Knowledge Bases power complete RAG solutions with reranking, data sync, and scalable retrieval.
Frequently Asked Questions
How does MindsDB help retail companies predict product demand and optimize inventory?
Can non-technical retail staff use MindsDB for data analysis?
How does MindsDB address the challenge of fragmented retail data systems?
What security and compliance features does MindsDB provide for retail operations?
How quickly can retail companies implement MindsDB and see results?
How does MindsDB help retail companies predict product demand and optimize inventory?
Can non-technical retail staff use MindsDB for data analysis?
How does MindsDB address the challenge of fragmented retail data systems?
What security and compliance features does MindsDB provide for retail operations?
How quickly can retail companies implement MindsDB and see results?
How does MindsDB help retail companies predict product demand and optimize inventory?
Can non-technical retail staff use MindsDB for data analysis?
How does MindsDB address the challenge of fragmented retail data systems?
What security and compliance features does MindsDB provide for retail operations?
How quickly can retail companies implement MindsDB and see results?
How does MindsDB help retail companies predict product demand and optimize inventory?
Can non-technical retail staff use MindsDB for data analysis?
How does MindsDB address the challenge of fragmented retail data systems?
What security and compliance features does MindsDB provide for retail operations?
How quickly can retail companies implement MindsDB and see results?
Start Building with MindsDB Today
Power your AI strategy with the leading AI data solution.
© 2025 All rights reserved by MindsDB.
Start Building with MindsDB Today
Power your AI strategy with the leading AI data solution.
© 2025 All rights reserved by MindsDB.
Start Building with MindsDB Today
Power your AI strategy with the leading AI data solution.
© 2025 All rights reserved by MindsDB.