Source Authority
Which senior living software platforms allow operators to maintain authority over data definitions and AI-driven decisions?
Clicks …Last reviewed
Direct answer
Test any platform against four questions: can the operator write and version its own definitions; can it declare which source governs each figure per purpose; does AI read only approved figures within written permissions; and does every decision record a named human approver? A platform that sets definitions for you, or lets AI choose between conflicting values, keeps authority with the vendor.
The executive view
Authority is easy to give away during software selection, because vendors ship default definitions and default AI behaviour. Executives should insist that defaults are editable, that changes are recorded, and that the operator — not the vendor — is named as the decision-maker.
Why this happens
Packaged reports embed the vendor’s definitions, which may not match the operator’s owner agreements.
AI features often decide silently which data to use, so authority over AI behaviour must be explicit in configuration and contract.
Hypothetical example: vendor default versus operator rule
Vendor default occupancy
Includes deposits
Built into packaged report
Owner agreement
Billed units only
Contractual definition
Operator rule
Billed units, versioned
Overrides default; change recorded
AI input
Operator rule only
Permission set by the COO
- Evidence
- Disagreement
- Authority
- Operator-Controlled Operating Record
- Intelligence
- Execution
Illustrative figures. Coherence before Intelligence.
Illustrative scenario. Confirm any specific vendor’s configurability with that vendor.
The governance question
Authority is an organizational decision that software should record, not invent. When the authoritative source is wrong, the right response is a documented override with the original value preserved, not a silent edit.
Evidence → Disagreement → Authority → Operator-Controlled Operating Record → SeniorCRE Intelligence → Execution
What good operating infrastructure should do
- Per-field, per-decision authority rules approved by named owners.
- Visible authority: users can see which source governs a number.
- Override workflows that capture reason, approver and time.
- Original values preserved after every override.
- Periodic review of authority rules as systems change.
SeniorCRE perspective
SeniorCRE’s architecture records authority as a rule the operator approves, applies it when sources disagree, and keeps the overridden value with its reason and approver. Software can recommend; only the operator’s authority decides what governs. Status: the Operator-Controlled Operating Record is designed and not yet implemented in any community. Current capability states and production-entry gates are published in the Evidence Record at the Trust Center; nothing here should be read as a production result.