FINSERV INSIGHTS

AI Data Solutions
for Financial Services

Find insights in your data faster with AI-powered search and analytics. MindsDB lets you easily connect and gain insights from diverse data sources across the enterprise and web, and easily integrate AI-powered search into employee- and customer-facing apps.

Find insights in your data faster with AI-powered search and analytics. MindsDB lets you easily connect and gain insights from diverse data sources across the enterprise and web, and easily integrate AI-powered search into employee- and customer-facing apps.

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

Data silos slow AI transformation.

Data silos slow AI transformation.

Financial services organizations are under pressure to harness AI/ML for faster insights, better customer experiences, and to lower risk, but scattered data and a shortage of AI expertise are keeping many initiatives stuck in prototype.

Lack of deep in-house AI/ML expertise to scale innovation
No centralized governance for AI/ML projects
Data source diversity
and complexity
Data source diversity
and complexity

Transform Financial Services with AI.
Without the high risks and costs.

Use natural language to query vast amounts of structured and unstructured data, regardless of where it resides. Teams can ask questions and get the answers and analytics they need quickly to improve the customer experience, reduce risk, and grow customer revenue.

Unify structured and unstructured data

Over 100 data connectors for structured and unstructured data sources eliminates the need for costly ETL workflows.

Gain novel data

insights with NLP

Gain novel data insights with NLP

Gain novel data insights with NLP

Enable non-technical users to generate real-time, highly accurate responses about products and customers using conversational prompts.

Streamline AI and data governance

Role-based access control and transparent output reasoning and auditing makes it easy to integrate with data and use AI responsibly.

20 hours / week

66% of financial sector analysts spend up to half their time making data fit for required use cases

5 minutes

Time it takes for an analyst to ask MindsDB a question and verify results

MindsDB Solutions for
Financial Services

MindsDB Solutions for Financial Services

Analyze documents for client onboarding

Read KYC documents, including structured data from onboarding forms and financial systems, and unstructured sources such as public filings, news feeds, or social media to streamline onboarding.

Find, get AI analysis of customer information

Find, get AI analysis of customer information

Find, get AI analysis of customer information

Find, get AI analysis of customer information

Surface a holistic view of customers including transaction history and portfolios (structured data), meeting notes, and KYC documents (unstructured data) to improve the customer experience.

Compile analytics for compliance monitoring

Aggregate and analyze data from diverse sources such as transaction records, logs, emails, and regulatory documents to uncover policy violations, streamline compliance checks and prevent fines.

$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

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.