EON AI Ventures

What your plant knows. What the person at the valve doesn’t. And the AI that finally closes the distance.

The gap, defined

The plant knows everything. The person at the valve knows a fraction.

Twenty-five years of procedures, failures, near-misses and fixes live inside a plant. Almost none of it lives in the head of the person operating it right now. That distance is where people die and money burns and the last people who knew are walking out the door.

~50%

of oil & gas workers eligible to retire within 5–7 years

2×/wk

a U.S. oil & gas extraction worker is killed on the job

$38M

lost per offshore platform each year to unplanned downtime

$1.5T

destroyed annually by unplanned downtime across major industrial firms

Sources: U.S. BLS (2023) · API · ILO · Kimberlite/GE. The safety problem and the money problem are the same problem both are just the gap between what’s known and what’s in the room.

The answer that stopped working

For 30 years the fix was one word: hire experience. There isn't enough experience left to hire.

It's not hardware. It's knowledge.

Fatality investigations trace back to the same five root causes: training, procedures, decision-making, supervision, and hazard identification. Every one is a knowledge-transfer failure, not a hardware failure. The steel rarely fails; the transfer of what someone already knew is what fails.

You can't recruit your way out.

Roughly half the global workforce is eligible to retire this decade, with too few behind them. A plant’s safety can hinge on five people who still remember how it’s really done. When they go, it goes. The only path that scales is to manufacture expertise.

What EON actually is

So we didn't build training software. We built the fourth system of record.

For decades the one asset no enterprise system ever captured was the expertise in your people’s heads. That’s the category we own – and unlike a large language model that can only describe a valve, EON fuses physical AI with language models to understand the machine itself. Physics doesn’t hallucinate.

ERP

tracks what you own

CRM

tracks who you sell to

PLM

tracks what you build

EON

captures what your people know

The Intelligence Flywheel

One flywheel. Five ways expertise compounds.

Orchestrated by Conductor · gated for trust & safety by Verdict · governed by Switchboard.

Genesis

Turns any SOP into a living, hands-on simulator.

Field IQ

Puts the right step in the right hands, in the field, via AR.

Assess IQ

Proves competency before anyone touches live equipment.

Compound IQ

Every session makes the whole organization smarter.

EON Universal

Turns a field photograph into an operable digital twin with live engineering attributes.

The gap is where people die and money burns. We close the gap.

Work Intelligence World Tour 2026

Manufacture the experience that's arriving.

We don’t just keep the retiring veteran’s knowledge – we give it to everyone who comes next. Safer people. Running plants. Expertise that finally compounds instead of walking out the door.