Schema-constrained decisions for LOTO anomalies, permit-to-work, alarm floods, and “see something, say something”—built to ask when unsure, never invent options, and leave every verdict on the audit record.

Irvine, CA — September 22, 2026 — EON AI Ventures, today announced EON Delta Speed, a new decision station in the company’s Intelligence Flywheel. EON Delta Speed evaluates what a field worker sees against governed procedures and captured tacit knowledge, then returns a typed Allow, Deny, or Escalate verdict in real time—designed for the seconds when lives, assets, and licenses are on the line.

EON Delta  Speed is built for the moment Field IQ already owns the procedure and Assess IQ owns the investigation. Generative chat models such as Claude and ChatGPT remain essential for explanation, authoring, and vision-assisted checks. They are the wrong primary instrument for high-volume go / no-go gates. The decision architecture, governance model, and approach to real-time Work Intelligence are detailed in the accompanying white paper, “EON Delta Speed: Real-Time, Schema-Constrained Decisions for Life-Critical Field Work.” 

Under the hood, EON Delta  Speed uses a Jev-class decision model—a System One architecture trained for calibrated, schema-constrained judgments rather than open-ended chat. “Zero hallucination” means zero invented options, not omniscience. Delta ships with Field IQ’s standing rule: the AI never gets the final say alone on a step that could hurt someone.

“Field IQ puts the retiring expert on every worker’s face. EON Delta Speed puts a trustworthy gate on every unexpected second,” said Dan Lejerskar, Founder and Chairman of EON AI Ventures. “In oil and gas, when someone sees something on a LOTO, a permit, an alarm flood, or a night shift walkdown, we don’t need another paragraph. We need Allow, Deny, or Escalate—fast, on the record, and honest about uncertainty. 

Click on the image below to access  The EON Delta Speed presentation.

Four oil & gas use cases at launch

• LOTO anomaly mid-job — Extra energy source or mismatched tag: constrained stop / escalate instead of chat-invented workarounds.
• Permit-to-work at the gate — Hot work, confined space, breaking containment: parallel typed checks on gas, weather, fire watch, and permit validity.
• Control-room alarm flood — Route Ignore / Investigate / Escalate-critical across bursts of alarms at decision-model speed and cost.
• Contractor “see something, say something” — Observation packs into Assess IQ; Delta returns Proceed-under-watch / Shut-in / Call supervisor before a wrench turns.

In each case, Claude- or GPT-class models can still caption photos, verify visual steps, and write narratives. EON Delta  Speed owns the typed gate.

How it fits the Intelligence Flywheel

• Genesis captures expert and tacit knowledge as governed procedures.
• Field IQ delivers guidance on smart glasses, phones/tablets, and Field IQ Boards.
• Assess IQ investigates observations and verifies competency.
• EON Delta  Speed issues real-time typed decisions against the Work Intelligence state.
• Conductor + Verdict route models and adversarially check what publishes.
• Compound IQ turns every discrepancy and override into a sharper brain next shift.

Availability

EON Delta  Speed enters controlled availability through EON’s 90-day Human 2.0 Engagement (H2O), offered to Field IQ Cohort enterprises with executive sponsorship, shadow-mode calibration on customer Work Intelligence, and explicit thresholds before any life-critical auto-allow. Initial rubrics prioritize the four oil-and-gas investigate-and-gate scenarios above.

Read more in the “EON Delta Speed: Real-Time, Schema-Constrained Decisions for Life-Critical Field Work.” white paper.

Learn more by tuning to our podcast, either on Spotify or on YouTube, click below. 

About EON AI Ventures
EON AI Ventures is the company behind Work Intelligence — the captured, verified, and compounding knowledge of how expert work is actually done. Its Intelligence Flywheel platform (Genesis, Field IQ, Assess IQ) enables industrial enterprises to encode expert procedures into AI-guided simulations, deliver them to any worker on any device, and verify competency in the field. EON AI Ventures builds on a 25-year foundation of immersive learning technology deployed across more than 80 countries. For more information, visit www.eonaiventures.com