ATIS: The Single Source of Training Integrity.
Loss tells you where you are. ATIS tells you whether you'll get where you're going. Predictive integrity scoring for every step.
The Anchor Point: Recover, Don't Restart.
Identify the last genuinely clean step before contamination. Restore optimizer state and continue training from solid ground.
Forensic Reasoning: The Protocol Advisor.
Don't just see the stop. See the cause. Clinical diagnostics and actionable recovery steps provided in real-time.
Causal Weights: The Architecture of Truth.
Understand the exact weight of every signal. Monitor the split between Gradient, Loss, and Local anomalies.
Spatial Audit Workspace: The Node Investigation.
A node-based visual workspace for auditing failed runs. Deep-dive into every telemetry point on an infinite grid.
Invite Your Team: Collaborative Forensics.
Bring forensic investigators into your private audit workspace. Secure, authenticated access for collaborative discovery.
The Issue Hub: Neutralize Every Threat.
Track resolutions from discovery to closure. Assign tasks and monitor progress across your entire research fleet.
Advanced Governance: The Guardrail Registry.
Centralized fleet management. Monitor active protections, diagnostic states, and signal breaches across all training regimes.
Deterministic Logic: The Detection Matrix.
Initialize safety protocols using 10+ granular signals. Specify precision logic for loss spikes, gradient explosions, and more.
Autonomous Intervention: Multi-Channel Protocols.
Define precise actions for every breach. Automate Slack routing, registry alerts, and full training termination.
