Introducing: The AI Insights Fabric. Why Enterprises Need a New Data Architecture for AI. Read the Full White Paper >>

Product Overview

Talk to All Your Data

Promethium’s AI Insights Fabric connects every data source across your enterprise, adds context and governance, and lets your teams and AI agents ask questions and get trusted answers — without pipelines, migrations, or re-platforming.

HOW PROMETHIUM WORKS

From Questions to Trusted Answers

Promethium unifies data access, context, and orchestration into one intelligent fabric.

So teams and AI agents can ask questions, get answers, and act with confidence in seconds.

Diagram illustrating the Promethium AI Insights Fabric architecture. At the top, Business Apps, BI Tools, and Agents connect into the platform. The core includes three layers — Answer Orchestrator, 360° Context Hub, and Universal Query Engine — all secured by a foundational layer for Security, Governance, and Compliance. At the bottom, connected data sources include Data Lakes, Data Warehouses, Relational Databases, and Applications across on-premise, cloud, and hybrid environments.

UNIVERSAL QUERY ENGINE: ALL DATA

Instant Discovery & Access To All Your Enterprise Data

The Universal Query Engine connects to distributed data sources across cloud, on-prem, and SaaS systems — enabling instant discovery, access, and querying with zero data copy or disruption.

Metadata Discovery 

Automatically crawls connected systems to collect schemas, relationships, and lineage so you can see what data exists and how it’s used.

Federated Querying 

Runs distributed SQL across multiple systems simultaneously — combining Snowflake, Databricks, Oracle, and other data in a single query.

Fine-Grained Access Control 

Enforces row-level filtering, column masking, and policy-based governance for every query without slowing users down.

Diagram showing how Promethium connects to enterprise data sources. A Promethium interface sits at the top, linked by green lines to four connected data source types below: Data Lakes, Data Warehouses, Relational Databases, and Applications — representing how Promethium unifies access across distributed, hybrid environments. Diagram showing how Promethium combines data from multiple platforms into a unified, verified result. The image includes connections from Salesforce, Snowflake, Databricks, and Microsoft SQL Server feeding into a central plus sign, which then leads to a checkmark icon representing a complete, accurate answer. Illustration representing secure data governance. A central lock icon symbolizes data protection, surrounded by smaller icons for analytics, data discovery, compliance, and reporting — all enclosed within a dashed border indicating a protected environment.
360° CONTEXT HUB: ALL CONTEXT

Unified Understanding for Accurate, Explainable Insights

The 360° Context Hub unifies business definitions, technical metadata, and usage patterns so every insight — for a human or an AI — is accurate, trusted, and explainable.

Technical Metadata 

Captures schema details, lineage, and query history from your entire ecosystem — automatically surfacing the most reliable sources.

Semantic Model 

Bridges business language and data logic, mapping terms like customer or revenue to the right columns and metrics everywhere.

Business Rules 

Applies shared policies and department-specific logic to ensure consistent, governed results that reflect how your business actually operates.

Illustration depicting how Promethium integrates technical metadata from various data sources. The diagram connects systems like databases, warehouses, and BI tools into a centralized metadata layer to provide lineage, schema visibility, and context. Diagram visualizing Promethium’s semantic model layer. It shows how business definitions, metrics, and relationships are unified into a single model that connects to multiple data sources and BI tools for consistent, explainable analytics. Illustration showing how Promethium manages business rules across data systems. Icons and connectors represent rule creation, enforcement, and propagation through the AI Insights Fabric to ensure consistent, governed decisions.
ANSWER ORCHESTRATOR: ALL USERS

From Question to Trusted Answer — Instantly & Everywhere

The Answer Orchestrator plans, reasons, and generates Insights dynamically — coordinating data access, context, and governance behind the scenes. It empowers users and AI agents to collaborate, share, and reuse trusted answers across the organization.

Mantra™ Agent 

Ask in natural language, refine instantly, and publish reusable answers — no SQL or pipelines required.

Multi-Channel Delivery 

Push trusted answers to the Data Answer Marketplace, BI tools, apps, and AI agents via open MCP and A2A protocols.

Answer Intelligence 

Improve accuracy through feedback, context memory, and validation against real data.

Screenshot-style illustration of Promethium’s Mantra conversational interface. It displays a chat-like view where users can ask data questions in natural language and receive instant, contextual answers with charts and query transparency. Diagram illustrating Promethium’s multi-channel data delivery. It shows how trusted data answers can be shared and consumed across multiple destinations — including BI tools, business applications, and AI agents — enabling consistent insights across every channel. Circular diagram illustrating Promethium’s reasoning feedback loop. At the center is “Reasoning,” connected by arrows to four surrounding elements: Validation, Human Feedback, Memory, and Discovery — representing the continuous cycle that improves data accuracy and contextual understanding over time.
DATA ANSWERS

The New Standard for Fast, Trusted Insights

A Data Answer is more than a dataset — it’s a complete, explainable response to a business question. Automatically generated, governed, and shareable across your enterprise.

Complete Package

Includes SQL, visualization, lineage, and context in one dynamically created, governed artifact.

Version-Controlled

Every answer is tracked, auditable, and can be reused across teams.

Seamless Delivery

Push directly into BI tools, workflows, or AI applications for real-time use.

INTEGRATIONS

Promethium Complements Your Ecosystem

Promethium works seamlessly with your existing data stack — from core platforms like Snowflake and Databricks to analytics, BI, and AI tools.

Native Connectors

Instantly connect to cloud, SaaS, and on-prem systems — no data migration required.

Works with All Your Tools

Integrates with your data platforms, catalogs, BI tools, and AI agents — meeting users where they already work.

Open by Design

Built on open standards like MCP and A2A for interoperability across any agent or application.

The Connective Tissue of Your Stack

Explore Integrations
SECURITY & GOVERNANCE

Built-in Trust for Every AI Answer

Promethium builds trust into the core of how data and AI work together. Every answer — whether delivered to a person or an agent — is secure, explainable, and fully governed.

Enterprise-Grade Control

Role-based access, row- and column-level controls, and domain policies enforced automatically at query time.

Explainable Results

Every AI answer includes its SQL, lineage, and reasoning path — giving full visibility into how it was produced.

Trusted That Improves Over Time

Human reinforcement, audit trails, and anti-hallucination safeguards ensure accuracy strengthens with every interaction.

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