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AUTONOMOUS INFRASTRUCTURE INTELLIGENCE

Your infrastructure, understood.

Connect an environment. VIIP discovers what matters, finds optimization opportunities, simulates safe changes and proves the result.

Controlled Advisory Pilot
VIIP INTELLIGENCE

Connect your first environment

Start with a server, cloud account, cluster, database or virtualization platform. VIIP will guide the safest connection path.

VIIP
01Discover02Understand03Simulate04Approve05Prove
PILOT READINESSLIVE
Readyfor controlled advisory analysis
Production authorityHuman controlled
Current beta stateReading…
Data handlingMinimized by default
Connected assets0Servers, clouds, clusters & data platforms
Optimization opportunities0Evidence-backed only
Potential savings—Shown after measurable evidence
Critical risks0Security & reliability findings
OPTIMIZATION SURFACE

One system. Every resource.

GET STARTED

Three steps to insight.

1
Add infrastructureTell VIIP what you want to connect.
2
Authorize read-only discoveryVIIP chooses the least-privilege path.
3
Review opportunitiesSimulate first. Nothing changes without approval.

INFRASTRUCTURE

Everything VIIP understands.

Servers, cloud, clusters, databases and platforms in one resource graph.

SUSTAINED BASELINING

Turn telemetry into evidence over time.

VIIP builds authenticated time-series baselines and adds provider-native AWS, Azure, GCP and OCI monitoring collectors without storing cloud credentials or application payloads.

Cloud credentials stored: 0Execution: blocked
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ResourceTypePlatformConnectionData guardStatus
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No infrastructure connected yet

Add a server, cloud account, cluster or platform to begin.

VIIP OPTIMIZER

Find waste without creating risk.

VIIP reasons across resources together—never optimizing one layer at the expense of another.

SUPER INTELLIGENCE

Optimize the system, not a single metric.

Compute, memory, storage, network, security, reliability, cloud economics, GPU and energy are evaluated as one connected system.

VIIP
COST + CAPACITY SIMULATION

Quantify the opportunity before anything changes.

VIIP correlates sustained p99 utilization with customer-supplied or imported cost/capacity evidence, preserves growth and failover reserves, and produces simulation-only optimization plans.

Automatic apply: blockedRealized savings: $0
CANARY + ROLLBACK SAFETY LAB

Turn evidence into one approval-ready optimization mission.

VIIP cross-checks compute, memory, storage, network, security and reliability before a mission can be prepared. Cross-resource pressure blocks the plan. Human approval never grants execution authority in this pilot.

Cross-resource gates: enforcedExecution authority: none
VIIP 1250X-06 PERSISTENCE RELEASE

Make durability persist across horizons, recovery, economics and governance.

Evidence durability persistence, predictive-twin persistence, recovery-state persistence, economic-state persistence and policy-release persistence form one 1,250-workstream assurance fabric. Runtime pressure remains 1. Production execution remains blocked.

Logical workstreams: 1,250Persistence scenarios: 25,000Execution authority: none
MISSION LEDGER

Approval-ready optimization plans

◎

No mission prepared yet

Run a sustained simulation, then prepare a multi-resource mission for human review.

AUTONOMY SAFETY

Prove readiness before authority can exist.

VIIP builds an evidence-bound digital twin, rehearses SLO canary gates, proves rollback transaction logic, applies privacy/security policy, and creates a readiness attestation. None of these steps grants execution authority.

Execution API: absentCustomer workload wins
CONTROLLED EXECUTION GOVERNANCE

Prepare authority, transactions and outcome proof without changing infrastructure.

VIIP binds future authorization policy to one target, freezes the pre-change evidence snapshot, builds a bounded canary action plan, specifies automatic rollback decisions and defines when realized savings may become eligible.

Authority granted: noneReal changes: 0
BOUNDED EXECUTION ELIGIBILITY

Compile the exact future change intent without creating execution authority.

VIIP proves whether a mission is eligible to request a future authorization, compiles a non-executable target-bound change set, proves the canary transaction state machine, defines the measured outcome ledger and constrains learning to verified results.

Executable commands: noneLearning from simulation: prohibited
SUPERVISED DRY-RUN READINESS

Prove the exact change path before any execution authority exists.

VIIP locks one target, renders a provider-aware non-mutating dry run, freezes an expiring authorization-envelope template, rehearses canary and rollback flow, and captures the outcome baseline required for a future controlled activation.

Provider mutation: noneExecution authority: none
PRE-ACTIVATION GOVERNANCE

Bind authorization intent before any live canary can be admitted.

VIIP locks the authorization-request lifecycle to one target, prepares signature-ready activation intent with expiry and revocation, defines live-canary admission prerequisites, binds outcome evidence to the immutable baseline, and closes the governance gate with zero execution authority.

Authorization granted: falseLive canary admitted: false
ACTIVATION CUSTODY

Require dual control before a live canary can ever be admitted.

VIIP separates customer authorization from operator review, prepares a revocation-safe single-use activation lease, locks canary quorum and change-window rules, and binds outcome and rollback evidence to immutable custody. No authorization is granted and no infrastructure change is performed.

Dual signatures present: 0Activation lease: inactive
AUTHORIZATION PROOF FABRIC

Prove authorization integrity before a canary admission decision can exist.

VIIP binds future external human approval proofs to one mission, target and change set, applies cryptographic digest and anti-replay policy, validates lease preconditions, fails canary admission closed when proof is absent, and escrows a reversible non-executable change plan.

Authorization proofs present: 0Execution authority: none
SUPERVISED EXECUTION HANDOFF

Freeze the final pre-execution contracts without issuing authority.

VIIP defines external authorization verification, rehearses single-use activation lease minting, freezes canary admission prerequisites, escrows a reversible non-executable transaction manifest, and closes the supervised handoff boundary. No lease is issued and no infrastructure change is performed.

Lease issued: falseExecute API: absent
ACTIVATION HANDOFF CUSTODY

Prove the final authorization and canary-admission evidence without creating authority.

VIIP freezes external proof-verification policy, rehearses a single-use activation token without minting it, produces a fail-closed canary admission decision proof, and escrows a reversible non-executable execution package plus rollback bundle.

Verified proofs: 0Activation token: not minted
PRE-EXECUTION ACTIVATION CUSTODY

Bind authorization evidence and admission precommit without granting execution.

VIIP prepares the external evidence receipt, simulates verifier quorum without pretending signatures exist, rehearses single-use token custody and replay protection, and escrows a fail-closed canary precommit with rollback handoff evidence.

Verified human quorum: 0Execute API: absent
TRUST + CANARY COMMIT CUSTODY

Prove trust, capsule scope, commit gates and recovery custody before execution can exist.

VIIP validates the future authorization proof schema and trust-anchor contract, rehearses dual-verifier consensus, locks a single-use activation capsule scope, proves canary commit and automatic-abort decisions, and binds recovery/outcome evidence without issuing authority.

Verifier consensus: unsatisfiedActivation capsule: not minted
EXECUTION WARRANT CUSTODY

Normalize proof evidence and escrow the final supervised handoff without issuing authority.

VIIP normalizes future external proofs, rehearses trust-anchor rotation and verifier convergence, proves capsule nonce/replay custody, freezes canary checkpoints and abort decisions, and escrows a supervised execution-warrant template with recovery runbook custody.

Execution warrant: not issuedExecute API: absent
TRANSACTION QUARANTINE CUSTODY

Freeze proof custody, trust decisions and canary transaction gates before execution can exist.

VIIP binds an external authorization-proof package to chain-of-custody rules, rehearses trust-policy quorum decisions, locks a single-use activation-warrant scope without minting it, quarantines the canary transaction behind kill-switch/SLO gates, and escrows rollback/outcome evidence.

Activation warrant: not mintedExecute API: absent
EVIDENCE FRESHNESS CLOSURE

Reject stale or conflicting authorization evidence before any activation warrant can exist.

VIIP validates future proof freshness and provenance, rehearses trust-policy conflict resolution, seals a non-issued warrant scope digest, freezes canary preflight and rollback readiness, and chains outcome/recovery evidence without granting authority.

Warrant sealed: falseLive canary admitted: false
EVIDENCE CONTINUITY CLOSURE

Preserve authorization evidence custody and canary rollback proof before execution can exist.

VIIP chains tamper-evident evidence custody, rehearses durable trust consensus and split-brain resolution, seals a non-issued warrant scope digest, stages canary commit and deterministic abort/rollback checkpoints, and escrows post-change outcome measurement requirements without granting authority.

Warrant minted: falseLive canary admitted: false
CAUSALITY CLOSURE

Reconcile evidence, freeze admission, and prove outcome causality before execution can exist.

VIIP reconciles authorization evidence across custody chains, rehearses temporal trust consensus and revocation convergence, finalizes a non-issued warrant envelope, freezes canary admission behind rollback invariants, and requires causal post-change evidence before realized savings or learning may become eligible.

Warrant minted: falseLearning eligible: false
PRE-EXECUTION INTEGRITY CLOSURE

Checkpoint authorization evidence and quarantine trust conflicts before any warrant can be issued.

VIIP anchors the accepted evidence chain to a monotonic checkpoint, locks trust decisions to a non-replayable epoch, proves warrant scope continuity without minting authority, holds the canary transaction behind kill-switch and rollback barriers, and quarantines learning until measured causal outcomes exist.

Warrant issuance eligible: falseLive canary admitted: false
OPPORTUNITIES

Evidence-backed recommendations

Connect infrastructure to begin

SECURITY & DATA PROTECTION

Optimize without compromising trust.

Security controls are honored—not bypassed. VIIP works through authorized, least-privilege access paths.

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SENSITIVE DATA GUARD

Telemetry first. Payloads only when explicitly required.

VIIP classifies, minimizes and protects sensitive data before infrastructure intelligence processes it.

ENFORCED
01DiscoverIdentify data classes
→
02ClassifyPHI · PII · secrets
→
03MinimizeCollect only what is needed
→
04ProtectRedact · tokenize · encrypt
→
05AuthorizeExplicit access boundary
→
06AuditProvable handling
ACCESS

Least privilege by design

  • ✓SSH / WinRM / cloud role / Kubernetes RBAC
  • ✓Bastion, proxy and private gateway aware
  • ✓No firewall or security-control circumvention
  • ✓Read-only discovery is the default
HEALTHCARE / REGULATED

Stricter handling when sensitive data exists

  • ✓PHI / PII classification checks
  • ✓Payload avoidance unless explicitly necessary
  • ✓Retention and regional controls
  • ✓Audit trail and role-based access

VALUE

Prove the result.

No imaginary ROI. Projected value stays projected until VIIP measures a real before-and-after outcome.

Projected monthly savings—Simulation only · requires sustained evidence + cost model
Realized savings$0No approved production outcomes yet
Simulated capacity change—No infrastructure change has been executed
Performance regression0Customer workload always wins
SIMULATION LEDGER

Projected vs. actual

↗

No quantified simulation yet

Bind sustained telemetry and a cost/capacity model to calculate a protected simulation. Projected savings are not realized savings.

ACTIVITY

A human-readable trail.

Customer-facing actions, approvals and evidence events—without exposing internal engineering machinery.

ADMIN CONSOLE

Control the customer experience.

Organizations, policies, connectors, approvals and safety boundaries.

ADMIN
Organizations1Controlled pilot workspace
Users & roles1RBAC ready
Connectors0Customer infrastructure connections
Approval queue0Review-only approvals · no execution authority
Autonomy readiness2505 internally gated safety waves · runtime pressure 1
AUTONOMY POLICY

Controlled advisory pilot

ObserveON
RecommendON
SimulateON
ExecuteAPPROVAL REQUIRED
EMERGENCY CONTROL

Global execution boundary

The current pilot has no production execution authority. The kill switch remains available for future authorized execution tiers.

MISSION SAFETY ENVELOPERehearse canary scope, abort gates and rollback specification before any future execution authority exists.
Control planeConnecting…