ULTRON 360 Operating System

ACTIVE

GOAL → SENSE → THINK → PLAN → SIMULATE → AUTHORIZE → ACT → VERIFY → MEASURE → LEARN → REMEMBER → OPTIMIZE → REPEAT

COMMAND

goal intake and mission decomposition

Outputs: mission · constraints · success metrics

PERCEPTION

authorized data ingestion and normalization

Outputs: observations · freshness · provenance

COGNITION

reasoning, forecasting, critique and planning

Outputs: ranked plan · alternatives · uncertainty

COORDINATION

agent graph, queues, dependencies and ownership

Outputs: tasks · handoffs · deadlines

EXECUTION

permissioned tools and workflows

Outputs: artifacts · safe actions · approval requests

COMMERCE

demand, offers, checkout, fulfillment and support

Outputs: leads · orders · deliveries

FINANCE

verified economics and resource allocation

Outputs: revenue · cost · margin · runway

MEMORY

episodic, semantic and outcome memory

Outputs: lessons · precedents · retrieval

EVALUATION

tests, backtests, experiments and scorecards

Outputs: quality · calibration · promotion decision

SECURITY

identity, authorization, anomaly and policy enforcement

Outputs: allow · deny · escalate

RELIABILITY

health, retries, rollback, backup and disaster recovery

Outputs: SLO · incident · recovery

GOVERNANCE

audit trail, approvals and human control

Outputs: decision log · approval state · accountability

Definition of complete

technical

all critical services healthy, observable and recoverable

economic

revenue and costs are verified rather than projected

learning

predictions are scored against outcomes

governance

consequential actions remain attributable and approval-gated