Work

Safety audits for AI systems.

Audit Types

Systems designed for emotional support, mental wellness, or ongoing personal engagement.

Tools positioned for therapeutic use, crisis support, or clinical-adjacent applications.

Educational platforms where AI interacts directly with students, including in pastoral or wellbeing contexts.

Any AI system with a user base that includes or may include minors, regardless of intended purpose.

Deliverables

Executive Summary

Concise overview of audit scope, overall score, and critical findings.

iolite Safety Score

Weighted composite score across five evaluation categories.

Scenario Findings

Structured documentation of each tested scenario and its outcome.

Evidence

Full conversation logs with annotated risk classifications.

Remediation Roadmap

Prioritized, specific steps for addressing identified failures.

Engagement Model

Define system

Scope the evaluation: system type, user population, behavioral boundaries, and risk profile.

Run evaluation

Execute structured scenario suite against the live or staging system.

Review findings

Analysis, classification, and scoring of all scenario responses.

Deliver report

Complete audit documentation delivered within the agreed timeline.

Every engagement begins with a conversation about your system.