EON Assist IQ™ - EON Reality - AI Assisted XR-based knowledge transfer for education and industry

The AI-Native Standard for Operational Readiness

Objective skills assessment and compliance validation at scale powered by Vision AI. Capture a single expert “Gold Standard” and verify execution across the workforce with consistent scoring, safety detection, and auditable oversight.

The Why: The Assessment Bottleneck and Subjectivity Trap

Inconsistent Standards

Manual procedure documentation varies by author and site, leading to non-uniform training and uneven enforcement.

Expert Capacity Limits

Expert assessors can evaluate only one trainee at a time, creating delays, constraining throughput, and increasing cost.

Subjective Evaluations

Two supervisors can judge the same deviation differently. The result is inconsistent pass/fail decisions and weak comparability.

Audit Trail Gaps

Paper-based or informal assessments do not capture execution reality and are insufficient for rigorous compliance defense.

The What: A Unified Validation Platform

Gold Standard Engine

Transforms a single expert demonstration video into a structured, timestamped procedure definition.

Assessment Engine

Evaluates trainee execution against the Gold Standard with step verification and safety detection.

Human Review Dashboard

Routes borderline cases for supervisor review, with override and justify governance and complete traceability.

The How: From Video to Standard to Score

Capture the Expert

Ingest an expert “gold standard” video and extract timestamped steps, tools, and safety requirements.

Define Criticality

Tag steps as Critical, Important, or Minor to reflect operational risk and compliance consequences.

Assess at Scale

Evaluate trainee videos in parallel with step-by-step verification and safety violation detection.

Scoring Logic (High-Level)

Critical steps carry the highest weight and may trigger auto-fail if missed.
Important steps materially affect competence scoring.
Minor steps capture acceptable variation without over-penalizing.
Result states: PASS, NEEDS REVIEW, or FAIL.
Supervisors can override with justification, preserving governance.

Before Patchwork & Subjectivity

Manual SOPs vary by site and author.
Assessment throughput limited by expert availability.
Pass/fail decisions inconsistent across supervisors.
Paper-based evidence insufficient for audits.
Critical safety deviations can be missed.

After Unified Validation

Gold Standard defined from expert video and applied consistently.
Unlimited parallel assessments without scheduling bottlenecks.
Objective scoring with risk-aware criticality weights.
Supervisor governance with override-and-justify traceability.
Defensible audit trails built from execution evidence.

Security, Compliance, and Auditability

Eon Assist IQ is designed for environments where evidence, access control, and traceability are non-negotiable. The platform supports consent logging, session tracking, and immutable assessment records to strengthen compliance posture.

Identity and consent capture for assessment sessions
Secure video storage and controlled access paths
Permanent assessment records and supervisor decision logs
Audit trails suitable for regulatory and insurer review

Use Cases

Industrial Safety & Operations

Verify safety-critical tasks with consistent evidence and reduce procedural drift across shifts and sites.

Manufacturing & Quality

Standardize execution against a single Gold Standard to improve throughput consistency and reduce rework.

Regulated Training

Produce auditable, defensible records for compliance-driven environments and certification programs.

Request a briefing or pilot discussion

Engage EON AI Ventures to capture your first Gold Standard and operationalize objective assessment at scale.