NAVIGATION

OverviewRisk Discovery & EvaluationContinual Learning Stack

PHASE 1 SANDBOX

SANDBOX OFFERING

WELCOME TO

THE AETHER RISK DISCOVERY HUB

A de-risked, time-boxed sandbox engagement that proves out agentic behavior against your actual regulatory and operational context before any production commitment.

Initiate Sandbox Scope Continual Learning Stack →

4–6 WeeksTime-Boxed Sandbox

0% Production RiskIsolated Data Protocol

100% Audit TraceRisk & Readiness Export

MAS TRM (TECHNOLOGY RISK MANAGEMENT) READY•SINGAPORE PDPA REGULATORY ALIGNMENT•ISO 42001 ARTIFICIAL INTELLIGENCE MANAGEMENT SYSTEM•SYNTHETIC DATA GENERATION & PII MASKING BY DEFAULT•CRYPTOGRAPHIC ED25519 AUDIT TRAIL CHAIN•AIR-GAPPED SOVEREIGN AI INFERENCE (ZERO EGRESS)•DIMENSIONAL RBAC PERMISSION SCOPING•1-CLICK RISK & READINESS COMPLIANCE EXPORT•

ANATOMY OF A RISK SANDBOX RUN

From Event Trigger to Sealed Risk & Readiness Report

Scroll to scrub through a single evaluation run — synthetic context isolation, edge RBAC verification, sovereign grounding, and cryptographic audit trace sealing.

RUN sbx_eval_2026_8192SESSION sess_sandboxed_mas_trm

ACTIVE NODE Sandbox Init PAUSE

Sandbox InitRBAC ScopingGroundingAudit Sealing

Isolated Context

Tenant Isolation & Synthetic Data Injection

The sandbox provisions an isolated memory space. Synthetic client data is mounted by default; live data is ingested only under a signed DPA and verified regional data boundary terms.

Trigger SourceSandbox Form / API

Data HandlingMasked / Synthetic

Production Blast Radius0% (Isolated)

Run StateSANDBOX_INITIALIZED

RUN LOG · Sandbox InitSBX-001 · DPA-002

[SBX] session sess_sandboxed_mas_trm initialized
[PII] synthetic masking profile applied (zero raw client records)
[STATE] → RBAC_POLICY_EVAL

Step logged & retrievableStep 1 of 4

Dimensional Gate

Fine-Grained Contextual Boundary Verification

Edge middleware intercepts tool calls before execution, validating requested tools against dimensional permissions (User Role, Department, Jurisdiction, Data Classification Tier).

Policy EngineEdge Middleware

Scoping Dimensions4 Contextual Axes

Policy VerdictGRANTED (In-Boundary)

Violation AlertsActive Listeners

RUN LOG · RBAC ScopingSEC-004 · POL-009

[RBAC] inspecting token: role=risk_analyst dept=compliance jurisdiction=SG
[RULE] allowed_tools: [rag_query, document_diff] denied: [external_api_post]
[STATE] → IN_BOUNDARY_GROUNDING

Step logged & retrievableStep 2 of 4

Deterministic RAG

In-Boundary Retrieval & Air-Gapped Inference

The agent queries vector and tabular grounding sources. Every extracted fact is tagged with exact source citation lineage, processed exclusively by Sovereign AI on air-gapped GPU clusters.

Inference NodeSovereign VPC Cluster

Data Egress0 KB External

Citations Lineage100% Verifiable

Grounding Threshold0.95 Strict

RUN LOG · GroundingRAG-003 · SOV-007

[RAG] retrieved 4 verified chunks from mas_trm_guidelines.pdf
[INF] sovereign model inference dispatched (air-gapped GPU)
[FACT] 100% citation coverage confirmed
[STATE] → AUDIT_TRACE_SEAL

Step logged & retrievableStep 3 of 4

Evidence Sealed

Cryptographic Action Log & Compliance Report

The Audit Trace layer seals the entire execution history into an immutable hash chain, generating the Risk & Readiness Report formatted for MAS TRM and PDPA compliance reviews.

Ledger StatusCryptographically Sealed

Hash SignatureEd25519 Verifiable

DeliverableRisk & Readiness Report

Phase 2 GatePASS (Ready for SLA)

RUN LOG · Audit SealingREP-010 · AUD-001

[AUDIT] action log hashed: sha256:7f3b891c... signed: ed25519:e4d109...
[REPORT] Risk & Readiness Report PDF/JSON generated for compliance export
[STATE] → READY_FOR_PHASE_2

Step logged & retrievableStep 4 of 4

Scrubbing run lifecycle: Tenant Isolation & Synthetic Data Injection (1/4)

EMPIRICAL VERIFICATION BENCHMARKS

Automated Risk & Readiness Audit Findings

Illustrative findings from baseline validation suite

AUDIT TRACE INSPECTION COVERAGE100% COMPLETE

Agent Tool Invocations TrackedAUDIT TRACE

100 %

Dimensional RBAC Policy EnforcementsEDGE POLICY

100 %

Synthetic / PII Masking AccuracyDATA PRIVACY

99.8 %

Deterministic Citation Lineage CoverageGROUNDING

100 %

Cryptographic Log Chain VerifiabilityED25519

100 %

Every agent action taken during the sandbox engagement is mapped to client regulatory obligations (PDPA / MAS TRM / sector-specific).

SANDBOX ACTION CLASSIFICATION

100%AUDITED

Compliant Actions (Autonomous)78%

Gated Review (Human-in-Loop)16%

Policy Boundary Violations Blocked6%

INTERACTIVE ARCHITECTURE CONSOLE

Inside the Phase 1 Risk Sandbox Stack

Toggle through the four core technical layers enforcing agent boundaries, audit trace generation, and regulatory compliance.

1. Sandbox Execution (Laminar)

STATUS: VERIFIED

// Laminar Sandboxed Execution Context (Phase 1)
const sandbox = await laminar.createSandbox({
  tenantId: "client-sandbox-eval",
  isolationMode: "AIR_GAPPED_VPC",
  dataPolicy: "SYNTHETIC_MASKED_DEFAULT",
  toolLimits: { maxExecutionsPerMinute: 60 },
});

// Run workflow under continuous telemetry interception
const run = await sandbox.executePlan(agentTask);
console.log("Run sealed to Audit Trace with status:", run.status);

Air-gapped or dedicated VPC inference deployment ensuring client prompts, embeddings, and intermediate reasoning steps never leave approved regional data boundaries.

Dedicated GPU instance clusters with zero external API calls

Full encryption in-transit (TLS 1.3) and at-rest (AES-256)

Guaranteed in-region data residency under client sovereign control

View Module Spec

PHASE 2 GRADUATION EXIT CRITERIA

Verifiable Gates Before Production Commitment

Per specifications, a sandbox workload graduates to Phase 2 (Continual Learning Agent Stack) only after meeting defined pass/fail thresholds against Risk & Readiness Report findings.

Gate 1: Audit Verifiability100% of high-risk actions logged with non-repudiable Ed25519 signatures.

Gate 2: RBAC Boundary IntegrityZero unauthorized data egress attempts permitted across 4-axis scoping rules.

Gate 3: DPA & Residency AgreementExecuted DPA confirming regional data containment before live production traffic.

Not for workflows that are not yet built: for a fixed-scope assessment of one planned workflow, see Domain Workflow Discovery.

PHASE 1 DEPLOYMENT

AETHER SANDBOX

Get Started

Time-box agentic risk evaluation in your private environment before making production SLA commitments.

Initiate Sandbox Scope Explore Continual Stack →

// Laminar Sandboxed Execution Context (Phase 1) const sandbox = await laminar.createSandbox({ tenantId: "client-sandbox-eval", isolationMode: "AIR_GAPPED_VPC", dataPolicy: "SYNTHETIC_MASKED_DEFAULT", toolLimits: { maxExecutionsPerMinute: 60 }, }); // Run workflow under continuous telemetry interception const run = await sandbox.executePlan(agentTask); console.log("Run sealed to Audit Trace with status:", run.status);