BigID Data + AI Catalog

Paid#2 of 14 in Machine Learning Data Catalog SoftwareData Catalog and Governance Software

BigID Data + AI Catalog: An enterprise catalog for discovering, governing, and tracing data and AI assets. Ranked #2 of 14 in Machine Learning Data Catalog Software by our editors (8.8/10); pricing: Pricing on request; best for enterprises cataloging diverse AI data.

8.8/10Editor score

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BigID Data + AI Catalog8.8 Visit BigID

At a glance

Editor score
8.8 / 10
Pricing
Pricing on request
Best for
Enterprises cataloging diverse AI data
Free plan
No
ML asset coverage
Datasets+features+models
Founded
2016
Facts checked
24 Sep 2026

Where it wins
- Catalogs training datasets, RAG sources, vector stores, and model-related data
- Combines lineage, quality signals, governance workflows, and access controls
- Offers cloud or self-hosted deployment and 200 integrations
Where it doesn't
- Quote-based pricing depends on sources, connectors, deployment, and services
- No free plan is offered
- Its broad catalog and governance scope may exceed narrower catalog needs

Our verdict on BigID Data + AI Catalog

BigID Data + AI Catalog is designed for organizations that need to discover and govern data across varied environments, including data used in machine learning and generative AI. It supports data, governance, security, privacy, and AI teams in enterprise settings, with mid-market organizations also listed as a fit. Its coverage ranges from structured and unstructured data to SaaS, streaming, and AI-connected assets, making it suited to teams trying to maintain a shared view across many data types.

A notable strength is its explicit treatment of machine learning assets: the catalog covers training datasets, RAG sources, vector stores, and model-related data. Semantic search spans datasets, metadata, business terms, and AI content. BigID also describes end-to-end and column-level lineage with impact analysis, alongside profiling, quality signals, and governance workflows. Those capabilities make it relevant where teams need to understand where assets came from, how they relate, and whether policies apply—not just locate files. Access governance includes policy controls and least-privilege remediation.

The product connects through REST API, connectors, an Apps framework, and MCP integration options, with 200 integrations. Named integrations include Amazon S3, Databricks, Snowflake, Google BigQuery, Amazon SageMaker, Azure OpenAI, Hugging Face, OpenAI, Kafka, Salesforce, and ServiceNow. Cloud and self-hosted deployment are supported. According to BigID's pricing notes, pricing is quote-based and depends on data sources, apps, connectors, deployment type, and services or support; a free plan is not offered, though the pricing page offers a free trial. Buyers looking for a focused, low-complexity catalog may find this breadth unnecessary. It is a stronger fit for enterprises that need AI asset coverage alongside lineage, quality, and governance controls.

Questions about BigID Data + AI Catalog

What does BigID Data + AI Catalog run on? Web. It runs in the cloud and self-hosted.

What does BigID Data + AI Catalog integrate with? 200+ integrations, including Amazon S3, Databricks, Snowflake, Google BigQuery and Amazon SageMaker.

Who is BigID Data + AI Catalog built for? Enterprises and mid-market companies (our editorial estimate).

Your product? Our editors can test BigID Data + AI Catalog in depth and publish a review, labelled as paid · from $149/mo →

BigID Data + AI Catalog pricing

Plans Pricing on requestPaid No free plan — trial or paid only. Prices checked 24 Sep 2026.

See plans on bigid.com

BigID Data + AI Catalog fact sheet

Free plan	No
Paid from	Not verified
ML asset coverage	Datasets+features+models
ML data lineage	Yes
Dataset versioning	Not verified
Data quality checks	Yes
Access policy controls	Yes
Deployment	Both
Deployment	Cloud, Self-hosted
Platforms	Web
Compliance & security	SOC 2, ISO 27001, HIPAA, PCI DSS
Support	Email, Phone, Docs · 24/7
Built for	Enterprise, Mid-market (editorial estimate)
Integrations	200+ integrations: Amazon S3, Databricks, Snowflake, Google BigQuery, Amazon SageMaker, Azure OpenAI … See all →
Pricing	Pricing on request (source)
Website	bigid.com
Facts checked	24 Sep 2026

BigID Data + AI Catalog integrations

BigID Data + AI Catalog lists 200+ integrations on its own site — the 13 named here are the ones its pages call out.

Amazon S3
Databricks
Snowflake
Google BigQuery
Amazon SageMaker
Azure OpenAI
Hugging Face
OpenAI
Salesforce
ServiceNow
Tableau
Kafka
Amazon Kinesis

See all BigID Data + AI Catalog integrations →

Alternatives to BigID Data + AI Catalog

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BigID Data + AI Catalog vs the competition

Compare BigID Data + AI Catalog with any tool side by side →

Also Ranked In

BigID Data + AI Catalog is ranked in 2 of our directories.

#17Data Catalog and Governance Software50 tools ranked

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Reviewed by iTechGuides Editors · Editorial team · Updated Nov 2026

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Last updated 14 Nov 2026 · How we research and update