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Promethium

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What Promethium is

Promethium is an AI Insights Fabric for querying and understanding enterprise data wherever it is stored. Its Universal Query Engine runs queries across cloud, on-premises, and SaaS systems without moving the data, including distributed SQL across Snowflake, Databricks, and Oracle. The 360° Context Hub combines material from catalogs, BI tools, semantic models, business rules, and tribal knowledge in an Insights Context Graph. Its Trust Harness checks answers against that graph and supplies SQL, lineage, reasoning, and source context. It describes role-based access, row- and column-level controls, and domain policies applied at query time. Promethium uses a hybrid design: a managed cloud control plane and a customer-deployed data plane in a VPC or on-premises environment. Native connectors include PostgreSQL, S3, and Salesforce, and agents can connect through MCP and REST APIs. Enterprise deployments include expert support and SLAs. Pricing is available on request; the maker says charges are not based on data volume, users, or API calls, but on performance.

Who it suits

Promethium presents the product for data and business analysts, business users, executives, and agents or applications that need to query enterprise data. Its hybrid architecture and governance controls may suit organizations with distributed data and access policies.

What it does well

  • Queries distributed data without copying it.
  • Runs SQL across Snowflake, Databricks, and Oracle.
  • Validates answers with lineage and source context.
  • Includes MCP and REST API access.
  • Dedicated expert support and SLAs are included.

What to know first

  • Pricing is available only on request.
  • Deployment uses a customer-managed data plane.
  • Performance affects cost.

Limits

The Enterprise plan has custom pricing, with performance scaling by Universal Query Engine worker nodes. The maker says there are no charges for data volume, user counts, or API calls; the plan lists unlimited data connectors and dedicated support and SLAs.

Plans

PlanBilled and limitsPrice
Enterprise (custom pricing)No per-query or per-user charges · Performance scales by Universal Query Engine worker nodes · Unlimited data connectors · Dedicated support and SLAsOn request

As promethium.ai lists them, read 2 Oct 2026. The maker's own page has the final word.

Getting started

  1. Visit https://promethium.ai/.
  2. Request enterprise pricing and discuss performance needs.
  3. Plan the hybrid architecture with a Promethium-managed cloud control plane and a customer-deployed data plane in a VPC or on-premises environment.
  4. Connect relevant data sources using the listed native connectors or integrations.
  5. Configure access and governance policies for queries.

Verdict

Promethium combines distributed querying, business context, answer validation, and query-time governance in one platform. Its custom, performance-based pricing and hybrid deployment are important considerations for prospective buyers.

Questions

How is Promethium priced?

Pricing is available on request. The maker says cost is tied to performance, with no charges for data volume, user counts, or API calls.

What does the Enterprise plan include?

The plan lists unlimited data connectors, dedicated support and SLAs, and performance scaling by Universal Query Engine worker nodes.

Does Promethium copy data to query it?

Its Universal Query Engine queries distributed data in place across cloud, on-premises, and SaaS systems without copying it.

Which systems and connectors are listed?

Distributed SQL can run across systems including Snowflake, Databricks, and Oracle. Native connectors include Snowflake, Databricks, Oracle, PostgreSQL, S3, and Salesforce.

What deployment model does Promethium use?

It describes a hybrid architecture with a Promethium-managed cloud control plane and a customer-deployed data plane in a VPC or on-premises environment.

Can AI agents connect to Promethium?

The Open Agentic Platform describes integrations with AI agents and tools through MCP and open standards. REST API access is also listed.

Facts from Promethium's own pages

Agent access
The Open Agentic Platform describes integrations with AI agents and tools through MCP and open standards. · promethium.ai, 2 Oct 2026
Answer validation
The Trust Harness validates answers against the Insights Context Graph and provides SQL, data lineage, reasoning, and source context. · promethium.ai, 2 Oct 2026
Business context
The 360° Context Hub curates context from catalogs, BI tools, semantic models, business rules, and tribal knowledge into the Insights Context Graph. · promethium.ai, 2 Oct 2026
Cross-source SQL
The Universal Query Engine can run distributed SQL across systems including Snowflake, Databricks, and Oracle. · promethium.ai, 2 Oct 2026
Deployment
Promethium describes a hybrid architecture with a Promethium-managed cloud control plane and a customer-deployed data plane in a VPC or on-premises environment. · promethium.ai, 2 Oct 2026
Founded
2018 · promethium.ai, 28 Sept 2026
Governance
The Trust Harness describes role-based access, row- and column-level controls, and domain policies enforced at query time. · promethium.ai, 2 Oct 2026
Headquarters
Menlo Park, California, United States · promethium.ai, 28 Sept 2026
Integrations
The maker lists native data connectors including Snowflake, Databricks, Oracle, PostgreSQL, S3, and Salesforce. · promethium.ai, 2 Oct 2026
Intended users
Promethium presents use cases for data and business analysts, business users and executives, and agents and applications. · promethium.ai, 2 Oct 2026
Live federation
The Universal Query Engine queries distributed data in place across cloud, on-premises, and SaaS systems without copying it. · promethium.ai, 2 Oct 2026
Pricing limits
The maker states that its pricing has no charges for data volume, user counts, or API calls, with cost tied to performance. · promethium.ai, 2 Oct 2026
Security features
The pricing page lists SSO, RBAC, VPC deployment, and audit logging as included enterprise security features. · promethium.ai, 2 Oct 2026
Support
Every deployment includes dedicated expert support and SLAs for enterprise environments. · promethium.ai, 2 Oct 2026
What it does
Promethium’s AI Insights Fabric lets people and AI agents query, understand, and trust enterprise data wherever it lives. · promethium.ai, 2 Oct 2026

Where Promethium stands on Freedom251

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