AI & autonomy
Workflow orchestration
The coordination of property-management steps, state, evidence, timing, and authority across people, software, and external providers.
Glossary
AI & autonomy
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Workflow orchestration turns a multi-step property task into a controlled sequence. It determines what begins the workflow, which state it is in, what evidence each step requires, who or what may act, which events advance it, and how timeouts or exceptions are handled. Automation performs individual steps; orchestration keeps those steps connected to the same property context and outcome.
A sound workflow uses explicit states rather than a loose checklist. A maintenance request might move from reported to triaged, awaiting access, estimate received, approval required, scheduled, completed, invoice review, and tenant follow-up. Each transition should have a triggering event and an allowed actor. Skipping directly from reported to completed because a vendor sent “done” can lose approval, access, invoice, and verification evidence.
Consider a lease renewal. The orchestration loads the current lease, calculates the decision window, gathers market and tenancy context, asks the owner for the consequential decision, generates the approved offer, records delivery, waits for response, and either stores the executed renewal or starts a turnover path. A calendar reminder is useful, but it is not orchestration because it does not maintain state or verify completion.
Common failures are duplicate provider calls after retries, parallel branches that both change the ledger, silent timeouts, and a status that advances before external confirmation. Use idempotency keys, provider receipts, state-transition rules, deadlines, and compensating actions for reversible failures. The final state should describe the verified outcome, not merely that software attempted the last step.
An orchestrated step needs six fields
These fields make the next action inspectable and safe to resume after interruption.
Scenario: the vendor call times out
The system does not know whether a work order was created. Retrying with a new key could dispatch twice. Orchestration first queries or retries with the same idempotency identity, inspects the provider receipt, and moves to scheduled only after one accepted external record is confirmed.
Automation is a step, orchestration is the contract
A generated message, scheduled job, or API call can automate work. Orchestration defines when that work is valid, how its result changes state, and what happens when the result is missing, late, duplicated, or disputed.