A commercial tenant calls about a ceiling leak. Your AI team coordinates the response—from the first report to a service person on site and a verified repair.
Commercial building • Inbound call
THE TENANT + SERVICE JOURNEYMaya + your voice agent
01 / THE INBOUND CALL 09:12 · Tenant calls
“There’s water coming through our ceiling.”
Your voice agent
Harbor Point building support. I’m the AI assistant. How can I help?
Maya · tenant contact
Hi, it’s Maya at Northline Design. We’ve got water dripping from the ceiling near our kitchenette. It’s getting onto the carpet.
Your voice agent
I can help get someone over. Which building and suite are you in?
Maya · tenant contact
Harbor Point, 80 Harbor Way. Suite 410.
The incoming call starts a service case. Reporting an urgent issue does not depend on completing a long identity check first.
AI TEAM AT THIS MOMENT
The report becomes shared context.
Supervisor Voice · Answers & listens Identity & Authority · Finds the property Domain Specialist · Captures the report
CUSTOMER SYSTEMS
Voice platformProperty directoryMaintenance system
Ceiling leak reported at 80 Harbor Way, Suite 410. Location and symptoms are shared with the team.
SHARED CONTEXT
Inbound tenant call · Maya · Northline Design · 80 Harbor Way · Suite 410 · Ceiling leak · kitchenette
02 / CHECK THE IMMEDIATE SITUATION 09:12 · Inbound call
First, understand the risk.
Your voice agent
Is anyone hurt? And from where you are, is the water near lights or electrical equipment, or is the ceiling sagging?
Maya · tenant contact
Nobody’s hurt. It’s away from the lights. I don’t see any sagging, just a wet patch and a steady drip.
Your voice agent
Please keep people out of that wet area and don’t touch the ceiling or anything electrical nearby. I’m treating this as an urgent maintenance request.
The supervisor uses the building’s approved incident playbook. Different reported hazards would trigger its emergency escalation path.
The portal confirms Maya as an authorized facilities contact for Northline Design in Suite 410.
SHARED CONTEXT
Maya · contact verified · Northline · Suite 410 · Incident context retained · Access not yet agreed
04 / MAKE THE VISIT USEFUL 09:13 · Inbound call
Ask what the service person will need.
Your voice agent
When did you first notice it?
Maya · tenant contact
About ten minutes ago. There was a stain there last month, but it wasn’t dripping then.
Your voice agent
Is the leak inside the kitchenette or just outside it?
Maya · tenant contact
Just outside, along the wall beside the meeting room. We’ve moved the meeting elsewhere.
The case agent checks previous work orders and duplicate reports while the conversation continues.
AI TEAM AT THIS MOMENT
History gives the report context.
Supervisor Voice · Clarifies the location Domain Specialist · Reads service history Transaction · Checks open work
CUSTOMER SYSTEMS
Maintenance systemAsset historyFloor directory
A prior ceiling-stain report is linked. No open matching leak work order is found; the source remains undiagnosed.
SHARED CONTEXT
Outside kitchenette · Beside meeting room · Prior stain report linked · New active leak
05 / ANSWER THE INTERRUPTION 09:14 · Inbound call
“Will we be charged for this?”
Your voice agent
I’m checking who can—
Maya · tenant contact
Sorry, are we going to be charged for sending someone?
Your voice agent
The building’s response policy lets us send someone to assess the leak. I can’t confirm any repair charges yet; those go through the property manager for review.
Maya · tenant contact
Okay. I just don’t want the carpet getting worse.
Pricing joins for the question, then the supervisor returns to urgent dispatch with the same incident context.
Can the service person come into your suite when they arrive?
Maya · tenant contact
Yes. Ask reception for me. The side entrance is locked, so they need to use the main lobby.
Your voice agent
Got it: an active leak outside the kitchenette in Suite 410. You’d like someone sent now, and reception will contact you to let them in?
Maya · tenant contact
Exactly. Can you text me when you know who’s coming?
The verified contact confirms the response and supervised entry. Permission to enter is separate from permission to approve repair spending.
AI TEAM AT THIS MOMENT
Access is part of the work order.
Supervisor Voice · Reads back the plan Identity & Authority · Checks contact scope Transaction · Prepares work order Communications · Captures update request
CUSTOMER SYSTEMS
Tenant directoryMaintenance systemMessaging
Urgent response requested. Main lobby entry, reception escort via Maya, and SMS updates are recorded.
SHARED CONTEXT
Suite 410 · urgent leak · Main lobby · ask for Maya · Supervised entry agreed · Text updates requested
07 / CREATE & ROUTE THE JOB 09:15 · Inbound call
A request becomes accountable work.
Your voice agent
I’ve logged the urgent job, reference FM-20418. I’m checking the duty team for someone who can take it.
Maya · tenant contact
Do you know how long they’ll be?
Your voice agent
Not yet. I’ll give you an estimate once someone has accepted the job.
The maintenance system returns the work-order reference before the voice agent announces it. Creating a job does not mean a technician has accepted.
AI TEAM AT THIS MOMENT
The job exists. Acceptance is next.
Supervisor Voice · Explains the next step Domain Specialist · Attaches incident history Transaction · Creates & routes job
CUSTOMER SYSTEMS
Maintenance systemDuty rosterDispatch queue
FM-20418 created with urgent priority, symptom history and access notes. The primary duty responder is contacted.
SHARED CONTEXT
FM-20418 · created · Urgent · awaiting acceptance · Location & history attached · No arrival estimate yet
08 / KEEP THE TENANT INFORMED 09:16 · Call ends
A delay does not become a dead end.
Your voice agent
The first responder is tied up on another call. I’m checking the next available person and have alerted the duty manager.
Maya · tenant contact
Okay. I need to get back to the office—please don’t leave us chasing this.
Your voice agent
You won’t need to repeat the report. We’ll keep this job open and text you when someone accepts. If things change, call us and quote FM-20418.
The primary responder returns “unavailable.” The supervisor hands the open dispatch task to recovery and the duty manager with the full context.
AI TEAM AT THIS MOMENT
An unavailable responder triggers recovery.
Supervisor Voice · Closes with a next step Transaction · Tracks unassigned work Recovery · Finds alternate cover Human Handoff · Alerts duty manager
CUSTOMER SYSTEMS
Dispatch queueDuty rosterManager queue
The same work order stays open. Recovery seeks backup cover; the duty manager receives the incident and pending assignment.
SHARED CONTEXT
FM-20418 · open · Primary unavailable · Backup search active · Duty manager notified
09 / DISPATCH CONFIRMED 09:18 · After the call
Someone accepts. Maya gets the details.
TENANT TEXT · DELIVERY VERIFIED
“Maya, Sam from the building maintenance team has accepted FM-20418. Estimated arrival: 9:45–10:00 am. He’ll use the main lobby and ask reception for you.”
Sam accepts in the dispatch system
Estimated arrival comes from the responder
Reception and duty manager receive the update
Assignment, estimated arrival and message delivery each have a returned status. The arrival window is an estimate, not a guarantee.
Sam reports a leaking pipe joint above the kitchenette corridor. He submits a repair scope and cost for property-manager approval.
Diagnosis comes from the service person
The repair scope is sent to the manager
Recorded manager approval releases the proposed work
The agents coordinate the approval. The technician diagnoses the fault, and the property manager authorizes the proposed repair.
AI TEAM AT THIS MOMENT
The repair has the right approval.
Supervisor Domain Specialist · Captures field findings Policy · Checks approval rules Transaction · Records authorization Human Handoff · Routes manager decision
CUSTOMER SYSTEMS
Technician appApproval workflowMaintenance system
The property manager approves Sam’s submitted scope and cost in the approval system. Sam can proceed with that repair.
SHARED CONTEXT
Pipe-joint leak · Sam reports · Scope & cost reviewed · Manager approval recorded · Repair now authorized
12 / REPAIR EVIDENCE RECEIVED 10:24 · Technician update
“Repaired” needs more than a status change.
SERVICE & RESTORATION RECEIPTS · RECEIVED
Sam reports the joint repaired and tested. The approved restoration team then dries the carpet, replaces the damaged tile and records moisture readings.
Repair test, notes and photos attached to FM-20418
FM-20419 assigned and completed by restoration team
Final dry readings and replaced-tile photos received
The platform keeps technical repair and restoration evidence distinct, and waits for both scopes to complete.
AI TEAM AT THIS MOMENT
Both service scopes have evidence.
Supervisor Domain Specialist · Records field evidence Transaction · Reconciles both jobs Communications · Prepares tenant check
CUSTOMER SYSTEMS
Technician appMaintenance systemRestoration system
The leak repair passed its test. FM-20419 is assigned, attended and completed with dry readings and ceiling-tile replacement recorded.
FM-20418 and FM-20419 are closed with approval, repair, restoration, tenant and delivery evidence reconciled.
SHARED CONTEXT
FM-20418 · closed · FM-20419 · closed · Tenant confirmed all work · No open commitments
FROM A TENANT’S CALL TO AN ACCOUNTABLE RESPONSE
The leak and restoration are resolved. Every commitment is closed.
The tenant gets help
A named service person attends, repairs the leak, and reports the result. Maya confirms the dripping has stopped.
The building has a record
One work order connects the report, dispatch, arrival, manager approval, repair evidence and tenant feedback.
The restoration is finished
The carpet is dry, the ceiling tile is replaced, Maya confirms the result, and both linked jobs are closed.
Actions depend on connected systems, permissions and configured platform capabilities. The service person diagnoses and repairs; the platform coordinates the work.
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Who We Are
The Team Behind rundesk360
Complementary perspectives — voice at scale, enterprise operations, and customer impact — building one platform together.
The Voice
Vinay Krishna
Vinay led speech products for the Indian market at Microsoft, including the first ASR and TTS models for Indian languages and Azure Speech deployment for Jio, India’s leading telecom provider. That foundation gives him firsthand expertise in the realities that determine whether voice AI works at scale. At Rajneethi, a reputed premium political consulting brand operating in multiple countries, he took a services firm to 90% software revenue and 80× growth in five years, with recent work focused on agents that act—not simply models that talk.
The Mind
Sawad Thotathil
Sawad Thotathil, MD, MS, MHM, is a technology founder and experienced operator who transforms complex operational problems into scalable products and businesses. His background spans enterprise technology, AI-enabled service, entrepreneurship, and scaling programs across technology implementations and operations.
The Muscle
Anit Parikh
Anit is a global tech executive with over 30 years of experience scaling high-growth businesses. His leadership background includes serving as Managing Director at Slalom, founding PwC’s Salesforce Pharma and Life Sciences practice, and overseeing professional services as a Regional Director at Salesforce.
