- Shared-inbox and approved-channel intake
- Tenant and landlord identity/context lookup
- Maintenance classification and urgency routing
- Suggested responses and approval gates
- Repair record creation or update where approved
- Exception ownership, audit trail, and KPI review
AI Tenant & Maintenance Operations
A clear outline of your first rollout: scope, who does what, the systems involved, what has to pass before go-live, support, and the monthly review.
First-workflow scope
Start narrow enough to ship, measure, and safely operate.
- CRM or property platform replacement
- Autonomous legal notices or regulated decisions
- Unapproved spend or contractor commitments
- Full arrears collection or client-accounting authority
- Unbounded custom development outside the SOW
- Production personal data before governance sign-off
Four-week implementation sequence
A supervised route from baseline to accepted operating workflow.
Baseline and boundary
Confirm the first queue, baseline volume, current response time, exception types, system owners, and actions that stay human-approved.
Connect and configure
Connect approved channels and records, map required fields, configure routing rules, build fallback paths, and prepare the audit trail.
Supervised pilot
Run controlled live traffic with daily review, human approval, override capture, and immediate correction of edge cases.
Acceptance and operating rhythm
Review KPI movement, validate write-back and evidence export, agree open issues, and move into the managed monthly cadence.
Connected-system responsibility
The client keeps record authority. LatchFlow owns orchestration, exceptions, and evidence.
Client-owned source for property, tenancy, landlord, and branch records.
Read plus approved write-back only.
Specialist workflow remains authoritative for repairs or tenancy progression.
LatchFlow coordinates context, approvals, chasing, and exceptions.
Inbound messages, calls, attachments, delivery state, and transcripts.
Approved channels only, with escalation and consent rules documented.
Ledger, reconciliation, invoices, and payment events remain specialist records.
No autonomous accounting or payment authority.
RACI-style responsibility matrix
Named ownership keeps the rollout from becoming an “AI project” with no operator.
Own SOP decisions, approve boundaries, nominate reviewers, and resolve policy questions.
Map the workflow, configure automation, define observability, and document exception handling.
Client grants least-privilege access; LatchFlow validates connectors, fields, write-back, and failure handling.
Retain final approval for spend, legal-sensitive, emergency, vulnerable-occupant, and low-confidence cases.
Review errors, overrides, drift, integration health, and KPI movement during the managed service.
Agree roles, permitted data, subprocessors, retention, deletion, incidents, and exit requirements before live data.
Acceptance gates
Go-live is approved when the controls work, not when the demo looks good.
Representative test set passes the agreed category and owner-routing threshold.
Every defined high-risk scenario is held for the correct human role before external action.
Required actions reach the named system of record with reference IDs and visible failure handling.
Operators can pause automation, use the manual path, and restore the last approved rule set.
A manager can reconstruct inbound event, context, draft/action, approval, write-back, and exception owner.
Named reviewers complete the agreed live-pilot tasks and know how to escalate or override.
Managed support and service rhythm
Illustrative operational targets for the managed retainer, finalised in the SOW.
Automation paused or routed to the agreed manual fallback while the cause is investigated.
Affected action type held for human review until corrected and re-tested.
Prioritised into the managed optimisation queue with owner and target cycle.
KPI movement, overrides, exceptions, connector health, rule changes, and expansion recommendation.


