The autonomous enterprise operations system

From Detection to Resolution. Autonomously.

WAIOS continuously discovers infrastructure, assembles operational context through its CMDB, evaluates risk, routes approval where required, executes controlled remediation, verifies the outcome, and records the complete operational chain.

waios.console · workflow preview
Representative
Active event
DEMO EVENT
Compliance drift detected
Production, cloud storage layer
Risk
EVALUATED
Class
HIGH IMPACT
DISCOVERLEARN
Approval
awaiting
H
On‑call reviewer
Action
plan proposed
rollback ready
outcome verified
Audit trail
encrypted · auditable
operational evidence retained
handled end to end
AWS Foundation VerifiedPolicy-GovernedHuman-in-the-LoopEvidence-Driven
Designed for complex operations across
Banking
Insurance
Telecom
Retail
Manufacturing
Public Sector
Healthcare
Logistics
Cloud Native
The problem

Eight tools. One incident. No accountable chain.

An alert lives here. Context lives there. Approval happens somewhere else. Execution somewhere else again. By the time it is documented, the story has been rewritten. WAIOS replaces that chain with a single, accountable loop.

01
Fragmented Context
State and ownership live in separate systems.
02
Manual Handoffs
Detection, approval, and execution lose continuity.
03
Unclear Authority
Teams cannot quickly prove who authorized change.
04
Lost Learning
Verified resolutions are rarely retained for reuse.
Today
Eight tools. One incident. No accountable chain.
Alerts
Tickets
Approvals
Runbooks
Changes
Postmortems
Credentials
Manual glue
No single system preserves the complete chain of context, action, and authority.
With WAIOS
One operational loop. One accountable chain.
WAIOS
Context assembled once. Executed with control. Recorded as operational evidence.
Single Source of Truth

Everything runs on one source of truth.

The Autonomous CMDB continuously maintains operational context and relationships so WAIOS can reason about impact, dependencies, risk, and change rather than treating resources as isolated inventory records.

Company / Service
→
Application
→
Infrastructure
→
Configuration / Risk
→
Incident / Change / Problem
→
WAIOS
→
Autonomous CMDB
CMDB
What is true now.

Current state and relationships.

BlackBox
What happened.

Events, decisions, approvals, actions, and outcomes.

KEDB
What previously worked.

Verified known errors and remediation knowledge.

How it works

One event. One accountable chain.

Detect → Understand → Decide → Approve → Act → Verify → Learn. Every operation follows the same governed, evidence-backed loop.

AI advises. Policy authorizes. WAIOS executes. BlackBox proves.

Detect
Understand
Decide
Approve
Act
Verify
Learn
Phase
01
Detect
See it in action
Representative workflow

See the autonomous loop in action.

Follow one infrastructure drift incident from detection to verified resolution: the affected resource, dependencies, blast radius, KEDB, rollback plan, policy, human approval, and remediation. The representative workflow closes with CMDB, BlackBox, and KEDB updates.

DETECT
UNDERSTAND
DECIDE
APPROVE
ACT
VERIFY
LEARN
waios.console · workflow demonstration
simulated
STEP 01DETECTInfrastructure drift detected.
STEP 02DETECTAffected resource identified through CMDB context.
STEP 03UNDERSTANDOperational dependencies assembled.
STEP 04UNDERSTANDRisk and blast radius evaluated.
STEP 05DECIDEKnown Error Database (KEDB) checked for a verified remediation.
STEP 06DECIDERestore and rollback path prepared.
STEP 07APPROVEGovernance policy evaluated.
STEP 08APPROVEHuman-in-the-Loop approval required for high-impact action.
STEP 09APPROVEOn-call reviewer approves the proposed remediation within policy.
STEP 10ACTApproved remediation executed within the authorized scope.
STEP 11VERIFY✔Result validated against expected infrastructure state.
STEP 12LEARN✔CMDB updated; authorization, execution, and verification evidence written to BlackBox.
STEP 13LEARN✔Verified remediation and outcome retained in KEDB.
•Workflow complete. Outcome verified and operational evidence retained.
Risk
0–100
00
policy evaluated
Approval
Authority gate
H
On‑call reviewer
remediation approved
Verification
expected state matched
Audit trail
encrypted · auditable

Who authorized what, what executed, whether state recovered, and what the system learned.

record
BlackBox
steps
complete chain
status
complete
System architecture

One governed chain, from signal to verified state.

The WAIOS Hub / Master centralizes operational intelligence and governance. Customer environments remain under customer control and connect through scoped, revocable permissions.

Customer / SpokeEnterprise onboarding
One customer organization
Not merely one cloud account
A Spoke can eventually connect cloud accounts, applications, repositories, operational systems, and business systems. AWS is the currently proven foundation; Azure and GCP are roadmap.
↓ scoped cloud-native permissions
WAIOS Hub / Master
Central control plane, CMDB, risk, governance, remediation, evidence, and orchestration.
01
Discovery & Events
AWS Config · EventBridge · SQS · SSM
02
Autonomous CMDB
Current operational truth and relationships
03
Risk & Policy Engine
Impact, control, and permitted action
04
WAI Advisor
Context, recommendation, and approval intelligence
05
Policy / Human Approval Gate
Authority applied according to risk
06
Remediation Engine
Controlled and reversible execution
07
Verification / Rollback
Validate outcome, restore when required
CMDB
What is true now
BlackBox
What happened
KEDB
What previously worked
Hub and Spoke direction
Internal reference
WAI Ecosystem

Live environment for validating discovery, governance, remediation, rollback, audit, and infrastructure-control workflows.

Roadmap
External enterprise Spokes

Future customer organizations connected through scoped, revocable identity and tenant-enforced access. This is architecture direction, not a customer deployment claim.

AWS · LiveWAI Ecosystem · Internal referenceExternal Spoke onboarding · RoadmapAzure · RoadmapGCP · Roadmap
Open the technical reference architecture
Product evidence
WAI Ecosystem

Built foundation. Explicit evidence.

WAIOS distinguishes what is built from what is being built next. WAI Ecosystem is the internal live reference environment used to validate the current foundation.

LIVE / VERIFIED
AWS discovery & events
Autonomous CMDB foundation
Risk Calculator
WAI Advisor
Human-in-the-Loop approval
BlackBox KMS encryption
EBS encryption remediation
Restore / rollback workflow
Problem Management & KEDB
IN DEVELOPMENT
DR control expansion
Tenant-scoped RBAC & isolation
ROADMAP
External enterprise Spokes
Azure & Google Cloud
Advanced WAI Tech software factory
WAIMS
WAI-S-Oracle
WORM / Object Lock hardening
No customer claims, performance metrics, or certification claims are inferred from the internal reference environment. Public claims follow BUILD → VERIFY → CLAIM.
Why you can trust it

Autonomous, not unaccountable.

Policy determines whether execution may proceed autonomously or must stop at the Human-in-the-Loop approval gate.

Autonomy does not remove authority.

AI advises. Policy authorizes. WAIOS executes. BlackBox proves.

AI advises
Analysis and recommendations do not grant permission to execute.
Policy authorizes
The backend policy decision determines whether execution may proceed.
Humans retain the gate
High-impact actions require Human-in-the-Loop approval.
Explore the trust architecture
Low risk
Policy-approved autonomous execution
Medium risk
Policy-based execution or human review
High / critical
Mandatory Human-in-the-Loop approval
policy · authority · evidence
Security & Trust

Protected by architecture, not promises.

A compact view of the current protection model and the controls still being built. Detailed authority, Responsible AI, BlackBox, continuity, and compliance information lives in the Security & Trust center.

External enterprise onboarding gate

Tenant isolation and identity-bound authorization / RBAC must be implemented and verified before external enterprise Spokes are onboarded. These controls remain in development; WAI Ecosystem is the current internal reference environment.

In development

Identity & Access

Current AWS controls use scoped cloud-native access patterns. Identity-bound authorization, enterprise approver controls, and tenant-scoped RBAC are required before external enterprise onboarding.

Verified

Encryption

Forensic BlackBox records are encrypted at rest using AWS KMS. Full WORM immutability is not claimed.

In development

Tenant Isolation

Designed to be enforced by identity, authorization, policy, and the data layer—never by an AI prompt.

In development

Business Continuity

Restore and rollback foundations are verified. Broader DR controls and failover capabilities continue to be developed.

Current AWS foundation

Supports implementation and evidence collection for selected ISO/IEC 27001, ISO/IEC 20000-1, and ISO 22301 controls. This does not constitute certification.

Open Security & Trust
Governance, built in

It doesn’t just monitor infrastructure. It governs how operational changes happen.

WAIOS combines infrastructure context, risk policy, approval, remediation, verification, and auditability inside one accountable operational loop.

WAIOS Master Policy Engine
WAI Ecosystem · Internal reference
Policy Evaluation
LIVE
Risk Classification
LIVE
CAB Approval Gate
LIVE
Execution Guardrails
LIVE
Verification Requirement
VERIFIED
CMDB State Update
LIVE
KEDB Learning
LIVE
DR Policy Control
IN DEVELOPMENT
Control mapping
ISO/IEC 27001
Security controls
ISO/IEC 20000-1
Service management
ISO 22301
Business continuity
WAI Tech
Automation foundation

Governed technical automation, extending toward delivery.

The proven WAIOS foundation governs infrastructure discovery, risk, approval, remediation, verification, and evidence. WAI Tech extends that same control model into code and delivery.

LIVE / VERIFIED

Operational automation foundation

Infrastructure control
Policy & Human-in-the-Loop governance
Verified remediation & operational evidence
ROADMAP

Advanced software factory

Code & IaC
Security validation
GitOps, release & production delivery

WAI Tech expands WAIOS governance into code, infrastructure, security validation, release, and production delivery. The complete automated software-factory capability is not presented as live.

Management intelligence
WAIMS · Roadmap

WAI Management System. Executive-function intelligence.

Planned management intelligence modules designed to assist human executive functions. WAIMS does not replace legal or organizational leadership roles.

WAIMS-FinOps

Financial intelligence across cost, margin, burn rate, runway, and cloud spending.

WAIMS-Ops

Operational intelligence across incidents, bottlenecks, builds, and service performance.

WAIMS-Kreatif

Marketing intelligence across content, campaigns, brand, growth, and performance.

Human-led · policy-bounded · tenant-scoped
Operational intelligence
Live foundation

Ask WAIOS what happened.

WAIOS Ops Query translates natural-language operational questions into structured BlackBox queries, retrieves relevant evidence, and summarizes what occurred without requiring engineers to manually search raw logs.

Roadmap
WAI-S-Oracle — WAI Strategic Oracle

Planned strategic intelligence for CEOs and Boards, designed to combine tenant-scoped CMDB state, operational history, WAIMS business intelligence, and company knowledge into evidence-backed analysis.

WAIOS Ops Query
Question

“Show me remediation activity for this resource this week and tell me which outcomes were successfully verified.”

> Searching operational history...
> Relevant remediation events identified.
> Restore-point and execution records found.
> Verification evidence summarized.
> Unsupported results identified as unconfirmed.
Ready when you are

See WAIOS operate
end to end.

See discovery, CMDB context, risk assessment, policy-driven governance, Human-in-the-Loop authority, controlled remediation, verification, rollback protection, and operational evidence in one accountable chain.