01 · Pre-Production
Map & Evaluate
Data maps and adversarial evals run against a sandboxed reconstruction of your agents and pipelines.
The mechanism
Decide before the action runs, prove it afterwards.
Discovery and evaluation happen off the hot path. Enforcement happens inline, deterministically, in under 10 milliseconds. Every verdict leaves a signed record an auditor can read without trusting us.
How it Works
From failure modes to runtime enforcement.
Pre-Production · Control Plane
Discovery & Evals
Adversarial · Security · Compliance
QualitySecurityDPDP
Sandboxed reconstruction
Behavioural Baseline
Risk & compliance scoring
Compliance RiskSecurity Score
From observed failure modes
Policy Signatures
Reusable rules, deterministic, not prompt-based
Data ProtectionGovernanceContext Mgmt
Shift-left risk discovery
↓ Unified Policy Engine · Deploy
Runtime · Data Plane
Policy Enforcement
Detect · Allow · Deny · before execution
AllowDenyModifyEscalate
Inline, deterministic, real-time
Real-time Monitoring
Every signal observed continuously
User InputLLM CallsTool Calls
Full audit trail on every decision
Continuous Hardening
Production tightens enforcement
TelemetryPolicy Updates
No redeployment. No system modification.
02 · Pre-Production
Build Baseline
Behavioural baseline established. Risk and compliance scores generated from observed failure modes.
03 · Pre-Production
Generate Policies
Failure traces become deterministic policy signatures, reusable across every agent and fleet.
04 · Runtime
Enforce & Monitor
Every tool call, LLM call, user input and machine command passes through the enforcement layer in real time.
05 · The Loop
Prove & Harden
Evidence exports map to SOC 2, ISO 27001 and DPDP. Telemetry feeds back and enforcement tightens continuously.