What we have shipped

Live governance feed — real-time stream of every governed call with decision, RIS level, CII score, and reason

Platform Integrity Index — composite score across all tenants updated in real time

ARIA governance advisor — ask any question about your governance posture in plain English

15 provider support — Groq, Anthropic, Gemini, Mistral, OpenAI, Azure OpenAI, AWS Bedrock, and 8 more

RIS Standard v1.0 published — public model integrity leaderboard and certification badges

Real instrumentation — latency, drift score, and enforcement mode written on every governed call

Tenant isolation verified — every metric, signal, and score scoped per tenant

Transactional email suite — waitlist, invite, welcome, trial expiry, API key emails

Three enforcement modes — Shadow, Enforced, Hard-Fail switchable per tenant

Admin console — full platform management, invite codes, access requests, audit log, system monitor

Prompt injection detection — every prompt scanned pre-execution for injection patterns, jailbreak attempts, and bypass language. Blocked at HTTP 451 before reaching any provider. Zero cost on blocked calls.

Response evaluation — post-call output scored for hallucination risk, semantic coherence, and factual consistency. Findings feed into CII score and RIS level assignment.

Real CII computation — replaced static placeholder with live token-overlap scoring, chain stability from RIS level, and injection and hallucination penalties. Every score is now earned.

Governance stance — ATOM now operates in one of five human-readable stances: STRICT, STANDARD, PERMISSIVE, DEFENSIVE, or LOCKDOWN. Shifts automatically based on trust score, drift, and incident patterns.

Call trace viewer — every governed call stored with full input, output, decision, RIS, CII, latency, and security findings. Browseable and filterable in admin console.

Policy engine visible — all 11 active governance policies surfaced in admin console with trigger conditions, severity, and actions. Near-threshold warnings when trust approaches policy trip points.

Platform intelligence panel — risk score, trust score, GII, governance stance, governor mode, and active policy count all visible in admin console in real time.