Abstract
This disclosure describes an intent-driven orchestration architecture for enterprise cyber-physical systems that bridges generative, probabilistic, or agentic planning and deterministic device actuation. A non-executing, domain-aware planner converts high-level intent into a candidate graph of typed, idempotent Atomic Tool calls, but does not invoke tools or control devices. A deterministic orchestrator executes only graphs that pass four deterministic validation gates covering schema, governance, semantic correctness, and Device Twin-based simulation. Device Twins provide cached state for deterministic simulation, guard evaluation, binding resolution, and observability, but are not consumed by the Planner and are not authoritative for write-path success. Atomic Tools perform semantic device actions through a protocol adapter layer and return success only after device-level confirmation. Bounded replanning from captured execution state supports controlled recovery from execution failures, with each revised graph revalidated before further dispatch.
Creative Commons License
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Recommended Citation
INC, HP, "Intent-Driven Orchestration for Enterprise Cyber-Physical Systems: Bridging Probabilistic Planning and Deterministic Actuation", Technical Disclosure Commons, (August 14, 2026)
https://www.tdcommons.org/dpubs_series/11365