01
Goal & trusted context
A user or organization defines the desired outcome. Identity, tenant, project, and validated context establish the operating boundary.
How ILAIOS Works
From a goal to a controlled, reviewable outcome.
ILAIOS separates reasoning from authority. Models and agents may propose or perform bounded work, while policy, authorization, durable state, validation, evidence, approvals, and recovery remain governed by the platform.
02
Policy & authorization
Tool scopes, targets, risk, budget, and approval requirements are resolved before sensitive execution.
03
Plan & orchestrate
Work is decomposed into ordered, bounded jobs and routed to deterministic services or intelligent capabilities.
04
Execute inside scope
Agents, skills, workers, and tools act only within granted authority. Clients remain projections of backend state.
05
Validate independently
Schemas, tests, policy checks, technical probes, and acceptance criteria decide whether an outcome may advance.
06
Evidence & approval
Relevant actions, validation results, provenance, and decisions are retained. Human approval is required where policy demands it.
07
Deliver & monitor
Accepted artifacts or operational outcomes move to delivery, deployment, or publishing preparation and remain observable.
08
Recover & audit
Retryable failures follow bounded recovery. Other failures stop or escalate with a reviewable evidence trail.
Production systems, not prompt theatre
Execution is accepted only when the required controls and evidence pass.
This operating model reduces silent or uncontrolled failure; it does not claim that software, models, providers, or infrastructure can never fail.
Specialized factories