EON · Compound IQ

Compound IQ turns the gap between the manual and reality captured by Assess IQ into a sharper procedure overnight, gated by Verdict. Owned intelligence that grows brighter with every shift, even after your experts have gone.

How it's built

Telemetry in, a refinement engine,
a gated write-back.

Compound IQ reads what really happened, proposes how the procedure should change, and lets nothing through without verification.

01

Telemetry Ingest

Reads Assess IQ’s discrepancy records and xAPI from your Learning Record Store, per site and per procedure.

02

Refinement Engine

Clusters repeated divergences and proposes changes safe divergences become twin and SOP refinements; unsafe ones become targeted training and supervisor alerts.

03

Verdict-Gated Write-Back

Every refinement is verified by Verdict before it can update a twin, then written back to Genesis and Brainy with full versioning and rollback.

The problem, in human terms

Most training is a one-time event.

The knowledge never improves and the most valuable data is thrown away.

T

Training decays

Onboarding & Operations
Delivered once, then forgotten. The safe workarounds an experienced crew discovers stay locked in their heads.

D

The discrepancy is lost

Field Data & Twins
The delta between the written procedure and what actually happens at the equipment is captured — and then discarded.

How it works

The nightly learning batch.

From captured reality to a sharper procedure, every shift.

1

Ingest telemetry

Read Assess IQ discrepancy records and xAPI from the LRS.

2

Aggregate

Cluster repeated divergences; separate safe from unsafe.

3

Propose

Safe → a twin and SOP refinement; unsafe → targeted training and a supervisor alert.

4

Gate

Every refinement is verified by Verdict before it updates a twin.

5

Improve

Approved refinements flow back to Genesis and Brainy, versioned and reversible.

A station, not a stand-alone tool

Compound IQ earns its place on the Flywheel.

Compound IQ is the feedback arrow that makes the loop a flywheel rather than a pipeline. It consumes Assess IQ’s telemetry, improves Genesis’s twins, and depends on Conductor to run the nightly batch and Verdict to gate each refinement.

Encode

Genesis 3

Watches an expert once and turns it into a governed 3D procedure.

Encode

Scenario Factory

Authors thousands of procedures overnight a full plant, not one at a time.

Deploy

Field IQ + Brainy

Delivers the procedure on smart glasses; escalates to a human when unsure.

Capture

Assess IQ

Verifies competency from multi-camera capture and records where reality diverged.

Compound

Compound IQ

Turns every captured discrepancy into a sharper procedure for the next shift.

Engine + Gate

Conductor + Verdict

Routes work to the right model and carries adversarial verification + Trust Ledger.

The question every operator asks

Can you trust it? Yes and here's how.

A confidently wrong AI on a safety-critical industrial step is unacceptable. Every station ships with three guarantees, baked into the architecture.

It checks itself first

Before any new procedure or refinement goes live, independent adversarial agents try hard to prove it wrong. Only what survives publishes.

It asks when unsure

On a safety-critical step, an uncertain system stops and calls a human in real time. It never bluffs through.

Everything is on the record

Every action and decision is logged, reversible, and mapped to your safety frame ATEX, API, OSHA audit-ready by default.

The AI never gets the final say, on its own, on a step that could hurt someone.

Capability roadmap

What it improves today and tomorrow.

Per-site refinement is the day-one loop; compounding across the base follows.

Live

Per-site twin refinement

Safe, repeated field practice becomes the official standard.

Live

Unsafe-divergence training

Targeted micro-lessons and supervisor alerts where they’re needed.

Q4

Cross-customer compounding

Refinements that deepen the moat across the whole base (opt-in).

2027

Brainy feedback

Field-judgment improvements pushed back to the glasses.

Real impact

Knowledge that appreciates overnight.

Modeled outcomes from EON’s existing Genesis deployments, projected forward. Pilot results published as Cohort 1 progresses.

Every

shift sharper than the last

from captured gap to better guidance

0 h

refinements Verdict-gated

0 %

compounding across the base

How to engage

The 90-day Human 2.0 Engagement (H2O).

Compound IQ ships as part of EON’s productized 90-day engagement standing up your first compounding loop and pulling through to a multi-year platform license.

1

Score

Measure where the gap between expert and worker is widest.

2

Backcast

Map what success looks like 12 months from now.

3

Map workflows

Identify the highest-leverage procedures to author first.

4

Build the twins

Genesis 3 + Scenario Factory authoring on your SOPs.

5

Stand up

Compound IQ closing the loop on your live procedures.

6

Hand off

Your team owns the wheel; EON moves to platform support.

Frequently asked

Common questions from industrial buyers.

Where does the learning data come from?

From Assess IQ’s discrepancy records and xAPI telemetry held in your own Learning Record Store — the captured gap between the procedure and what the worker actually did.

Is it safe to change live, safety-critical procedures automatically?

Every proposed refinement is gated by Verdict and written with versioning and rollback. Unsafe divergences never auto-apply they become targeted training and supervisor alerts instead.

Is it real-time?

No it runs as a nightly batch, so each shift’s guidance is measurably better than the last without changing a procedure mid-task.

Does my data train other customers' systems?

Cross-customer compounding is opt-in and privacy-isolated. Your twins and telemetry remain yours; nothing is shared without consent.

What works today versus later?

Per-site twin refinement and unsafe-divergence training are the day-one loop; cross-customer compounding and direct Brainy feedback follow.