The Encode station of EON’s Intelligence Flywheel scales Genesis authoring across hundreds of parallel agents — self-verified and adversarially gated — so an enterprise can encode thousands of governed procedures before its experts retire.
Irvine, California — June 2, 2026 — EON AI Ventures, the Human 2.0 OS company behind the Genesis platform, today announced Scenario Factory — the engine that turns Genesis 3 authoring from a sequential, human-paced process into a factory. Scenario Factory runs hundreds of parallel agents, each authoring one procedure, self-verifying its output, and submitting it for adversarial review, so an entire facility’s process library can be encoded overnight rather than one procedure at a time.
Built on EON’s 25-year Genesis substrate and orchestrated by EON Conductor, Scenario Factory is the en-masse upgrade of the Flywheel’s Encode station — the move that lets a customer ingest a whole company’s processes without a person checking each draft. Read more in our Scenario Factory white paper.
The knowledge cliff arrives before the library is built
A single plant may carry thousands of procedures — every isolation, confined-space entry, startup, and emergency response. Authoring them one at a time, with a human reviewing each draft, takes years the workforce no longer has: the senior operators who hold that knowledge are retiring faster than it can be written down. A pilot that yields roughly six scenarios in ninety days cannot encode a plant of nine thousand procedures before the people who understand them are gone. Scenario Factory removes that ceiling.
The product
Scenario Factory ingests a backlog of source material — SOPs, manuals, expert capture, CAD, photogrammetry, and even frozen legacy SCORM libraries — and fans it across hundreds of sub-agents with resumable state, each running the full eleven-step Genesis pipeline to draft a governed 3D digital twin. Every agent self-verifies its twin against the source SOP and EON’s interaction library; EON Verdict’s adversarial agents then attempt to break each one — wrong tolerance, missing hazard, unsafe sequence — until it converges. Only genuine ambiguities route to a single senior review queue; the rest publish automatically to the customer’s library as governed twins, scoring rubrics, and SCORM/cmi5 and xAPI packages. A weekend run can draft a plant’s entire procedure library, with the senior team reviewing only the few hundred cases the system itself flagged.
“We can now encode an operator’s entire institutional knowledge before their best people retire, not after. Genesis taught us to capture one expert’s judgment; Scenario Factory captures the whole plant’s — overnight, and self-verified. That is the difference between a museum of procedures and a living, compounding asset.” — Dan Lejerskar, Founder and CEO, EON AI Ventures.
A station, not a product
Scenario Factory, Conductor, Verdict, and Compound IQ do not sell on their own merit. Each earns its position on the Intelligence Flywheel — EON’s seven-station, self-reinforcing loop that turns an enterprise’s own operations into intelligence no competitor can buy or scrape:
- Genesis 3 watches an expert once and turns the demonstration into a governed 3D step-by-step procedure.
- Scenario Factory authors thousands of those procedures overnight — a whole plant, not one step at a time — announced today.
- Field IQ + Brainy delivers the procedure on smart glasses and escalates to a human when unsure.
- Assess IQ verifies competency from multi-camera capture and records the discrepancy between manual and reality.
- Compound IQ turns every captured discrepancy into a sharper procedure every shift.
- Conductor runs the whole loop en masse and routes each task to the right model tier.
- Verdict + Integrity Suite carries adversarial verification, passports, and a Trust Ledger — provable trust.
The completed loop is what EON calls the Human 2.0 OS — H2O for short.
Trust and safety, by construction
A confidently wrong AI on a safety-critical industrial step is unacceptable. Every station of the Flywheel 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 rather than bluffing through.
- Everything is on the record. Every action and decision is logged, reversible, and mapped to the customer’s 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.
Pilot availability
Scenario Factory enters limited pilot availability today as part of EON’s 90-day Human 2.0 Engagement (H2O), with Cohort 1 limited to ten anchor industrial enterprises in 2026. The first production library is a customer’s lockout/tagout and isolation procedures, authored from existing SOPs and equipment models and gated against the OSHA 29 CFR 1910.147 hazardous-energy frame; whole-site SOP sweeps and legacy-SCORM migration follow.
Read more in the Scenario Factory white paper.
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About EON AI Ventures
EON AI Ventures builds the Human 2.0 Operating System — the Intelligence Flywheel that captures expert judgment, delivers it to workers in the field, verifies what actually happens, and feeds it back as one compounding loop. The company has spent twenty-five years building the substrate, now serves 4,400+ institutional customers across 80+ countries, and counts more than 136 million platform downloads. EON is headquartered in Irvine, California.
Learn more about the Intelligence Flywheel: eonenterprisehub.com/human-2-0-flywheel