Governance & Security

Backed by the BlackHole Ecosystem

Stella Unified isn't just another compliance tool. It runs on a governed cognitive platform with 17 specialized modules, immutable audit trails, and zero-trust architecture. Every remediation is predicted, approved, logged, and verifiable.

17
Cognitive Modules
Deployed and reporting
693
Automated Tests
Continuous verification
100%
ISE Coverage
Injection blocking
1.0
GEP Stability
No uncontrolled drift
A
LIT Transparency
Full influence visibility
75
Live Metrics
Real-time monitoring

Security Architecture

How We Protect Your Data

Zero-Trust Architecture

  • Every API call authenticated via RS256 JWT (Aegis)
  • Per-tenant token isolation — encrypted in SQL, never shared
  • Role-based access: Reseller → Tenant Admin → Technician → Viewer
  • All proxy routes validate auth before forwarding

Full Audit Trail

  • Every remediation logged to Hermes immutable audit ledger
  • Execution snapshots with SHA-256 integrity verification
  • Drift detection between expected and actual state
  • Tamper-evident provenance chain on all mutations

Governed Remediation

  • Shadow mode first — observe before enforce
  • Consequence Predictor simulates impact before execution
  • High-risk actions require explicit human approval
  • Automatic rollback if post-checks fail

Cognitive Safety

  • 17 cognitive modules — each independently testable
  • 693 automated tests, 1,800+ M365 settings scanned
  • Goals never auto-execute — human approval always required
  • Injection Shield blocks adversarial prompts at 100% coverage

Cognitive Architecture

17 Specialized Modules

Each module is independently deployed, tested, and monitored. Together they form a governed intelligence layer that ensures every action is safe, explainable, and auditable.

ISEInjection Shield

Blocks prompt injection and adversarial input at the gateway layer. 100% coverage enforced.

GMEGovernance Mass Engine

Measures governance weight across every decision. Higher mass = harder to override without approval.

CEALEffort Allocation

Ensures cognitive resources are distributed fairly across tenants. No single workload starves another.

CWCWaste Clearance

Prunes stale sessions, expired tokens, orphaned jobs. Keeps the system lean and auditable.

PEEPrediction Error Engine

Tracks what the system expected vs what happened. Drives learning without requiring retraining.

ACIAdaptive Immunity

Remembers attack patterns. Each attempted abuse makes the system more resistant.

ACPConsequence Predictor

Before any remediation executes, ACP simulates the impact. Dangerous actions require human approval.

ISE-2Intent Simulation

Models user intent to distinguish legitimate requests from social engineering attempts.

LITLatent Influence Tracker

Detects hidden dependencies between configurations. Prevents cascading failures from single fixes.

GEPGoverned Evolution

Controls how the system improves itself. No unreviewed self-modification. Stability score: 1.0.

CIBIntegration Bus

Connects all cognitive modules. Ensures signals propagate correctly without race conditions.

CRECausal Reasoning

Understands why a configuration is insecure, not just that it is. Root cause analysis at machine speed.

MMLMeta-Learning

Learns which remediation strategies work best for which tenant profiles.

CSMCognitive Self-Model

The system knows its own capabilities and limitations. Reports confidence levels on every action.

CGFGoal Formation

Proposes security improvement goals. Never auto-executes. Always requires human approval.

MFLMemory Formation

Retains context across sessions. Remembers what was tried, what worked, what failed.

ResearchDeep Investigation

When a finding is ambiguous, Research digs deeper before recommending action.

Remediation Governance

Every Fix is Governed

1

Scan & Detect

26 Graph API endpoints scanned. Findings classified by severity and impact.

2

Predict Consequences

ACP module simulates what happens if the fix is applied. Identifies cascading effects via LIT.

3

Human Approval

High-risk remediations require explicit approval. CGF proposes but never executes autonomously.

4

Execute with Snapshot

Pre-execution snapshot captured. Fix applied via Graph API or PowerShell. Post-check verifies success.

5

Immutable Audit

Every action logged to Hermes with SHA-256 integrity. Tamper-evident provenance chain. Full rollback capability.

Governed Security. Not Guesswork.

Start your 14-day free trial. See the audit. Decide with evidence.