The SparksOps loop
Recommendations should show their work
SparksOps is not intended to output a mysterious “AI readiness score.” A useful recommendation should show the workflow volume, current effort, evidence, assumptions, required access, confidence and human-control boundary.
Control is part of the product model
Read-only discovery, explicit connection permissions, approval gates and bounded writes are product requirements—not copy added later.
Current stage
SparksOps is in development/private beta. The public tools and methodology pages are designed to make the core decision model useful before the full product is available.
Frequently asked questions
Is SparksOps an automation builder?
SparksOps is positioned first around deciding what should be automated and why. Execution may use existing platforms or implementation paths depending on the workflow.
Does SparksOps require access to every company system?
The intended model is least-privilege and workflow-specific access, beginning read-only where possible.
Is SparksOps available now?
The public site provides free tools and resources while the broader product is in development/private beta.