AI orchestration
Designing headless assistants around clear boundaries
A headless assistant needs clear entry points, account boundaries, and review points before it becomes an operating workflow.
- Full answers preserved
- 20
- Responding providers
- 6
- Answered follow-ups
- 14
The question
How could headless assistants work with Workspace while preserving ingress, account and approval boundaries?
How the work was approached
Captured twenty full answers and fourteen focused follow-ups from six available providers.
What the record shows
Completed the comparative planning discussion with account, ingress, authorization and independent implementation questions explicitly unresolved.
What remains unresolved
No workflow activation, private account access, notification, permission or live-data changes; no production automation established.
What we are trying to achieve
We want assistants that can move a defined job forward without losing account boundaries, source ownership, or the points that require human judgment. This review develops that operating design; activation and real-data acceptance remain separate work.
Sources & reading notes
- CHECKPOINT.mdFull checkpoint Retained project record Source record retained privately.
- collection_integrity.json20 answers, 6 providers, 14 questions Retained project record Source record retained privately.
This is a dated, source-based research account, not a live machine report. Historical results, engineering preparation, research designs, open review gates, and measured pilots remain distinct.