AI / ML for Software companies

Embed AI Capabilities in
Your Enterprise Software

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.

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

AI initiatives stall when data and teams don’t scale together.

AI initiatives stall when data and teams don’t scale together.

B2B tech companies are racing to embed AI/ML across products and operations to drive efficiency, boost customer value, and stay competitive. But fragmented data infrastructure and limited AI expertise create roadblocks for real progress.

Data silos, diversity, and complexity across tech stacks
Lack of infrastructure, data strategy, and governance for AI
Skills gaps in workforce for AI/ML slow innovation progress

Use AI to unlock data insights in weeks instead of years.

MindsDB unifies petabyte-scale structured and unstructured data from a wide range of sources. Its pioneering cognitive engine runs seamlessly on-prem, in VPCs, or serverless—empowering smarter, data-driven decisions for both humans and AI.

Break down data silos

Over 200 connectors for diverse data sources and eliminate the need for costly ETL tools.

Gain novel insights

Enable non-technical users to generate real-time, highly accurate analytics with conversational prompts.

Automate 

information discovery

Easily integrate AI-powered search into employee-facing apps via APIs, SDK, MCP.

1.8 hrs

Average time employees spend looking for information - McKinsey

5 minutes

Time it takes to generate a report in MindsDB

MindsDB Solutions for Software Companies

MindsDB Solutions for Financial Services

Find information to close support tickets faster

Use natural language to search unstructured data (employee knowledge bases, how-to documents, support tickets) and structured data (CRMs, databases) to resolve customer issues faster.

Unlock deeper insights for your customers

Enable your customers to search for, and analyze their data within your application platform. Using MindsDB, your AI agents can deliver better answers and powerful automation capabilities that span multiple systems.

Analyze customer success metrics and sentiment

Monitor customer usage, flag churn risk, suggest proactive outreach, and summarize QBR prep materials to improve customer success outcomes.

$500,000 saved

20k+
hrs saved
20k+
hrs saved

in one year

With MindsDB, we have used our existing team and technical resources to

implement advanced Machine Learning models faster and with less complexity. It has positively impacted our business, and we saw a reduction of chargebacks by $95k over two months and a saving of $500,000 over the year.”

Sameer Nayyar

EVP, Product & Operations, Domuso

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

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

Any data, manual integration

CONNECT

Knowledge Base with manual updates

UNIFY

BYO-LLM, basic UI

RESPOND

Basic setup, config, logs

MANAGE

Single Mind, container, server

DEPLOY

Local / individual projects

SCALE

Minds Enterprise

Most Popular

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless

Any data, managed & supported integrations*

Knowledge Base with dynamic updates

Managed LLMs, biz rules & personalized UI

RBAC, limits, privacy, observability

Unlimited Minds, clusters, HA / failover

Unlimited scale

*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.

MindsDB Open Source

Free and extensible: Explore and prototype with the

most popular Federated Query Engine in the world

Any data, manual integration

CONNECT

Knowledge Base with manual updates

UNIFY

BYO-LLM, basic UI

RESPOND

Basic setup, config, logs

MANAGE

Single Mind, container, server

DEPLOY

Local / individual projects

SCALE

Minds Enterprise

Most Popular

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless

Any data, managed & supported integrations*

Knowledge Base with dynamic updates

Managed LLMs, biz rules & personalized UI

RBAC, limits, privacy, observability

Unlimited Minds, clusters, HA / failover

Unlimited scale

*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.

MindsDB Open Source

Free and extensible: Explore and prototype with the

most popular Federated Query Engine in the world

Any data, manual integration

Knowledge Base with manual updates

BYO-LLM, basic UI

Basic setup, config, logs

Single Mind, container, server

Local / individual projects

Minds Enterprise

Most Popular

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless

Any data, managed & supported integrations*

Knowledge Base with dynamic updates

Managed LLMs, biz rules & personalized UI

RBAC, limits, privacy, observability

Unlimited Minds, clusters, HA / failover

Unlimited scale

*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.

MindsDB Open Source

Free and extensible: Explore and prototype with the

most popular Federated Query Engine in the world

Any data, manual integration

CONNECT

Knowledge Base with manual updates

UNIFY

BYO-LLM, basic UI

RESPOND

Basic setup, config, logs

MANAGE

Single Mind, container, server

DEPLOY

Local / individual projects

SCALE

Minds Enterprise

Most Popular

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless

Any data, managed & supported integrations*

Knowledge Base with dynamic updates

Managed LLMs, biz rules & personalized UI

RBAC, limits, privacy, observability

Unlimited Minds, clusters, HA / failover

Unlimited scale

*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.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.