ILAIOS Core

Not a claim of infallibility: a core designed to constrain, expose and validate failure.

No complex software can guarantee zero errors. ILAIOS Core is designed so authority, context, validation, evidence and recovery remain separate control points instead of trusting a model or tool to claim success.

01Goal & contextThe user or organization states the desired outcome; identity, tenant and trusted context define the operating boundary.

02Policy & authorizationPermissions, tool scopes, targets, budget and approval requirements are resolved before sensitive execution.

03Plan & orchestrateThe job is decomposed into ordered, bounded steps and routed to deterministic services or intelligent capabilities.

04ExecuteAgents/tools act only inside granted scopes; clients remain projections of backend authority.

05ValidateDeterministic checks, security gates and acceptance criteria decide whether an output can advance.

06Evidence & approvalMeaningful events, validation results and provenance are retained; independent approval is required where policy says so.

07Deliver & monitorAccepted results are delivered or prepared for deployment/publishing, then monitored for status and failure.

08Recover & auditRetryable failures follow bounded recovery; non-retryable failures stop or escalate with a reviewable trail.

Verified core foundations

Control is distributed across complementary mechanisms rather than one claim of correctness.

Repository status records identify Bootstrap Validator, Immutable Context, Tool Gateway, Audit Engine, Validation Pipeline, Evidence Chain and Confidence Scoring as completed core modules.

Governed Core

Turns a goal into bounded work while keeping authority, validation, evidence, and recovery outside model narration.

Validated context and explicit authority
Tool gateway and permission boundaries
Validation, evidence, confidence and recovery

Agent & Skill Runtime

Coordinates specialized intelligent capabilities behind contracts and permissions instead of treating an agent name as authority.

Role/capability separation
Allowed callers and targets
Deterministic execution when sufficient

Workflow & Recovery

Represents work as jobs with dependencies, states, retries, approvals and observable outcomes.

Scheduler and dependency order
Bounded retry and failure classification
Human approval where required

Identity, Tenant & Policy

Keeps organizational context, permissions and governance explicit so a client cannot silently widen authority.

Tenant-scoped context
Policy and authorization gates
Audit-ready security events

All capabilities Architecture