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

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.

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.

20k+ hrs saved

in development time

Our work with MindsDB will greatly expand how our agents interact with data, enhancing our ability to tackle complex Enterprise challenges with unprecedented speed and accuracy. We are engaged in opportunities that will deliver substantial cost savings and productivity gains for our clients, as our agents automate error-prone processes and free up their workforce to focus on higher-value tasks.”

Rob Bearden

CEO, Sema4

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 Federated Query Engine in the world

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

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular Federated Query Engine in the world

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

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular Federated Query Engine in the world

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

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular Federated Query Engine in the world

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

*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.

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.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.