01
Telemetry Ingest
Reads Assess IQ's discrepancy records and xAPI from your Learning Record Store, per site and per procedure.
Intelligence that compounds instead of depreciating.
Compound IQ turns the gap between the manual and reality — captured by Assess IQ — into a sharper procedure overnight, gated by Verdict. A product of EON AI Ventures. Owned intelligence that grows brighter with every shift, even after your experts have gone.
- ●Nightly, Conductor-orchestrated batch
- ●Safe vs unsafe divergence
- ●Verdict-gated before any update
- ●Versioned write-back to Genesis
- ●Distillery public-accident classroom
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.
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.
04
Distillery Classroom
Public accident reports become synthetic teaching capsules — notice or ask only. They never write a twin. Similarity is a clue, not a cause.
The problem, in human terms
Most training is a one-time event.
The knowledge never improves — and the most valuable data is thrown away.
Training decays
Delivered once, then forgotten. The safe workarounds an experienced crew discovers stay locked in their heads.
The discrepancy is lost
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.
Genesis 3
Watches an expert once and turns it into a governed 3D procedure.
Scenario Factory
Authors thousands of procedures overnight — a full plant, not one at a time.
Field IQ + Brainy
Delivers the procedure on smart glasses; escalates to a human when unsure.
Assess IQ
Verifies competency from multi-camera capture and records where reality diverged.
Compound IQ· this product
Turns every captured discrepancy into a sharper procedure for the next shift.
Distillery
Turns lawful public incident reports into teaching capsules. Compound IQ may only notice or ask — never write a twin from them.
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.
Per-site twin refinement
Safe, repeated field practice becomes the official standard.
Unsafe-divergence training
Targeted micro-lessons and supervisor alerts where they're needed.
Distillery classroom
Public accidents become notice-or-ask lessons. Never a twin write.
Cross-customer compounding
Refinements that deepen the moat across the whole base (opt-in).
Brainy feedback
Field-judgment improvements pushed back to the glasses.
Real impact
Knowledge that appreciates overnight.
Every
shift sharper than the last
24h
from captured gap to better guidance
100%
refinements Verdict-gated
∞
compounding across the base
Modeled outcomes from EON's existing Genesis deployments, projected forward. Pilot results published as Cohort 1 progresses.
Frequently asked
Common questions from industrial buyers.
Where does Distillery fit?
Distillery is the public-accident classroom on the Flywheel. Compound IQ turns admitted, permitted public incident reports into synthetic lessons — notice or ask only. They never become an operating instruction and they never write Genesis.
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, unsafe-divergence training, and the Distillery classroom are the day-one loop; cross-customer compounding and direct Brainy feedback follow.
Ready when you are
Stop letting your training go stale. Make it appreciate every shift.
Part of the Intelligence Flywheel — owned intelligence no competitor can buy or scrape. A product of EON AI Ventures, delivered on Enterprise Hub.