Eon mind

Unified, live understanding of your data.

Power agents, AI co-workers, and BI that stay accurate and consistent across your business.

A foundation that keeps your cloud data continuously understood and ready for AI.

No new pipelines, indexes, or infrastructure. Eon Mind works with what you already have.

Diagram: business data from databases, warehouses, SaaS and backups connects to Eon Mind through one read-only role. Eon Mind holds one governed copy in open Iceberg tables, a living understanding of the business covering column meaning, how sources connect, and which copy is current, and one connection point over MCP, A2A and REST. From there it serves AI co-workers and analytics and BI tools.

Your data stays in open Iceberg tables. Everything above them is derived automatically.

Building on Iceberg or a lakehouse? Here's the full architecture, layer by layer.
What your teams get

The questions your teams are already asking

None of these are demo questions. Today, each one means a request to the data team and a wait of several days.

TeamThe questionWhat has to be true underneath
SalesWhich of my open opportunities are with companies already using us somewhere else?Salesforce opportunities matched to product accounts, where the company names never match exactly
RevOpsWhich open deals look like the ones we won last quarter?Pipeline joined to closed-won history across two systems that share no key
FinanceWhich customers are still billed on last quarter's pricing?Picking the current billing table out of four near-identical ones
ProductWhich features do our largest accounts never touch?Usage joined to account size, defined the way your team defines it
Why Eon?

Put all your data to work with AI.

No proprietary formats or lock-in.

01

Live, Grounded Context

Eon continuously tracks what your data is, how it changes, and how it's used, so the context agents and BI tools work from stays current and accurate across the whole business, not just a snapshot from last quarter.

02

Self-Improving Agent Engine

A team of AI agents keeps your data foundation current automatically, routing each task to the right model for the job. The more it runs, the more accurate and cost-efficient it gets. No manual tuning required.

03

Works with What You Run

Eon plugs into the AI and analytics tools you already use — Claude, Gemini, Databricks, Snowflake, your own agents — through open formats and standard interfaces like MCP. No rip-and-replace, no proprietary connectors, no lock-in.

04

Bring Your Own Catalog, Fully Governed

Eon integrates with your existing data catalog and keeps storage accessible through standard IAM roles and native cloud tooling, so external engines read the same Iceberg tables Eon manages. Access stays governed and audit-ready throughout.

01

Live, Grounded Context

Eon continuously tracks what your data is, how it changes, and how it's used, so the context agents and BI tools work from stays current and accurate across the whole business, not just a snapshot from last quarter.

02

Self-Improving Agent Engine

A team of AI agents keeps your data foundation current automatically, routing each task to the right model for the job. The more it runs, the more accurate and cost-efficient it gets. No manual tuning required.

03

Works with What You Run

Eon plugs into the AI and analytics tools you already use — Claude, Gemini, Databricks, Snowflake, your own agents — through open formats and standard interfaces like MCP. No rip-and-replace, no proprietary connectors, no lock-in.

04

Bring Your Own Catalog, Fully Governed

Eon integrates with your existing data catalog and keeps storage accessible through standard IAM roles and native cloud tooling, so external engines read the same Iceberg tables Eon manages. Access stays governed and audit-ready throughout.

How it works

One connection, and your agents can see the whole business

STEP 1
Connect

One read-only role per cloud account. No agents to install, no pipelines to build.

STEP 2
Eon builds the understanding

It describes every column as data lands, works out how your sources connect, and tracks which copy is current.

STEP 3
Point your tools at it

The agents and BI tools you already run, through one endpoint.

Frequently Asked Questions

What problem does Eon Mind solve?

AI already works well for coding, but stalls on the business workflows that run on your own data. Agents can't see the full context of your business, results aren't trustworthy enough for production, and the agents that do run are slow and expensive. Eon Mind fixes this by grounding your AI in a live, unified understanding of your business.

What does Eon Mind actually let my teams do?

Every team gets an AI co-worker that answers questions and does work across every system. Agents are accurate across the whole business because Eon understands your data and how it's used.

Which AI platforms and models work with Eon Mind?

The AI you already run — Claude, Gemini, Databricks, your own agents, and more — plugs in and works. Eon Mind makes what you have work for you, rather than replacing it.

How does Eon Mind keep AI accurate without driving up cost?

Behind Eon Mind is a self-improving team of AI agents that keep the picture current, route each task to the right model, and cut the tokens it costs so accuracy climbs while agent-scale usage stays affordable.

Is data access through Eon Mind secure and compliant?

Yes. Eon Mind is governed by default. Every answer respects the same permissions and classification as the source. It can also generate privacy-safe synthetic data for teams to build and test on.

Your data, autonomously protected & ready for AI.

See what a single read-only role can do for your entire cloud estate.

Enterprise-grade, single-tenant architecture

Each workspace runs inside a dedicated account and VPC, with no shared infrastructure.

True tenant isolation

Private connectivity support

Enterprise-ready deployment model

Designed for regulated and security-sensitive environments