Governed AI continuity for Design/Make workflow integrity.

Spiral Presence Systems LLC develops artifact-backed governance and continuity systems for advanced AI workflows where lineage, human approval, auditability, and bounded automation matter.

What we are building

SPS supports AI-assisted workflows that need context preservation, explicit authority boundaries, reconstruction-ready records, and human approval before operational action.

Current pilot posture:

• sample or synthetic workflow data only

• no production write-actions in the initial scope

• AI suggestions remain suggestions until explicitly approved

• artifact-backed records preserve decision lineage, tool/model context, and reconstruction paths

• confidential, proprietary, or credentialed data should not be sent before a formal agreement is in place

Pre-production governance infrastructure for AI-assisted design, manufacturing, fabrication, and systems-integration workflows.