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Autonomous Operations Agent Facilities & Maintenance SLA Watchdog

AI Facilities &
Maintenance Manager

"An AI operations manager that makes sure building issues don't fall through the cracks." Ingests maintenance requests from tenants, emails, WhatsApp, phone calls, staff logs, and IoT/BMS sensors. Automatically categorizes, checks priority matrices, assigns contracted vendors, monitors SLAs in real-time, escalates delays, and verifies resolution.

Operations Architecture

Agent Role Autonomous Facility Operations Manager
Triggers Handled Tenant, Email, WhatsApp, IoT, BMS, Staff
Auto-Categorization HVAC, Lift, Plumbing, Electrical, Security
Priority Engine P1 Emergency • P2 High • P3 Normal
CAFM Platforms Yardi, MRI, Maximo, ServiceNow, RealPage
Mean Time to Dispatch < 30 seconds (100% Autonomous)
Live Enterprise Demo

Property Operations Command Center

See how the AI Operations Manager proactively monitors live building issues, tracks contractor SLAs, and answers natural language supervisor queries instantly.

Live Work Order & SLA Watchdog Tower A & B Portfolio

Autonomous issue ingestion active across BMS sensors & tenant channels

1 Critical Alert 1 High Urgency 2 In SLA Range
Issue & Location Trigger Source Priority SLA Status Assigned Contractor Autonomous Action
HVAC Cooling Failure
Tower A • Floor 12 (Deloitte East Wing)
Tenant Voice Call 🔴 P1 Emergency
32 min left (1h SLA)
ABC HVAC Services
Tech: Mike Reynolds (On-Site)
Work Order #WO-4089 Dispatched
Passenger Lift #4 Vibration
Tower B • High-Rise Bank (Fl 20-35)
IoT Sensor Telemetry 🟠 P2 High
1h 20m left (2h SLA)
Otis Elevator Co.
Dispatch ID: #OTIS-9022
Auto-switched to Parked Mode
Restroom Water Leakage
Tower A • Floor 8 (North Restroom)
WhatsApp Staff Report 🟡 P3 Normal
4h remaining (6h SLA)
Vendor X Plumbing
Primary Contract #PL-301
Plumber En Route • ETA 25m
Natural Language Operations Interface

Talk to Your AI Facilities Manager

Connected to Yardi & BMS Telemetry
Property Manager Query: "AI, show me all SLA breaches today."

AI Response: "There are 3 SLA breaches recorded across the building portfolio today:"

1. 🔴 HVAC – Tower A, Floor 12: Open for 2 hours (SLA breach threshold exceeded by 18 mins). Action taken: Escalated to Chief Engineer Marcus Vance via SMS and Slack alert.
2. 🟠 HVAC – Chiller Pump 2: Sensor delta alert delay (12 mins over target). Contractor notified for pump switchover.
3. 🟡 Plumbing – Basement B1 Valve: Overdue by 25 mins. Tech is on-site closing isolation valve.
Autonomous Agentic Architecture

How Issues Move Autonomously
from Trigger to Close

Unlike passive chatbots that only log tickets, Rhino Facilities Manager actively manages contractor handoffs, vendor warranty agreements, and verification loops.

Agentic Intelligence
• Auto-checks warranty records before issuing contractor POs
• Dispatches based on technician geo-proximity & current queue
• Confirms resolution directly with affected tenants
1
Multi-Channel Issue Trigger

Tenant call/chat, email, WhatsApp, facility staff, or IoT sensor threshold.

2
AI Deep Categorization

HVAC • Electrical • Plumbing • Passenger/Freight Lift • Security & Access • Housekeeping.

3
Priority & Life-Safety Matrix Assessment

P1 Emergency (Life-safety/revenue impact) • P2 High • P3 Normal business ops.

4
Building Contract & Vendor Registry Match

Matches asset warranty, vendor SLA agreements, and pre-approved rate cards.

5
Autonomous Work Order Creation

Auto-populates Yardi Voyager, MRI Software, or ServiceNow with complete asset diagnostic data.

6
Technician / Vendor Instant Dispatch

Routes digital work order directly to contractor technician with building access QR code.

7
Real-Time SLA Watchdog & Delay Escalation

Monitors technician response timers. Alerts Chief Engineer and property GM if SLA is at risk.

8
Tenant Resolution Confirmation & Feedback

Prompts tenant on WhatsApp: "Has the cooling in your suite been resolved?"

9
Verified Ticket Closure & Audit Logging

Closes work order, logs labor hours, syncs contractor invoice metadata, and updates vendor scorecard.

Developer Blueprint

System Prompt & Execution Rules

Inspect the operational decision logic governing work order generation, emergency categorization, and contractor SLA escalations.

facilities_manager_prompt.md
# AI Facilities & Maintenance Operations Manager System Prompt

## Role & Objectives
You are the autonomous AI Facilities Operations Manager for commercial real estate properties. Your mission is to ensure zero maintenance issues fall through the cracks, enforce contractor SLAs, eliminate manual dispatch overhead, and maintain a 100% auditable maintenance trail.

## Ingestion & Triage Directives
1. **Multi-Source Event Normalization**:
   - Ingest events from Tenant Portal, WhatsApp, Staff Email, Phone Transcripts, and IoT BMS telemetry.
   - Extract location (Building Tower, Floor, Room/Suite, Asset ID).

2. **Categorization & Severity Scoring**:
   - **HVAC**: Temperature anomalies, chiller faults, VAV failures, airflow issues.
   - **Plumbing**: Active leaks, drain clogs, pressure drops, washroom fixtures.
   - **Elevators / Vertical Transport**: Entrapments (P1 Immediate), vibration, door sensor faults.
   - **Electrical & Lighting**: Power outages, breaker trips, emergency lighting.
   - **Access & Security**: Barrier gate failures, card reader errors, lockouts.
   - **Housekeeping**: Spills, trash overflow, pest sightings.

3. **Priority Matrix**:
   - **P1 Emergency (SLA: 30m response)**: Active water leaks near electrical/IT, stuck lifts with passengers, complete floor power outage, major executive suite HVAC failure.
   - **P2 High (SLA: 2h response)**: Single elevator out of service during business hours, isolated HVAC cooling degradation, restroom closure.
   - **P3 Normal (SLA: 6h - 24h)**: Minor aesthetic repairs, preventive checks, door hinge alignment.

4. **Autonomous Dispatch & Contractor Routing**:
   - Query `get_approved_vendor(category, building_tower)` to identify contracted vendor and warranty status.
   - Call `create_work_order()` in Yardi/MRI/ServiceNow with detailed context and SLA timestamp.
   - Send dispatch notification to contractor with tenant contact and floor access credentials.

5. **SLA Watchdog & Proactive Escalation**:
   - Track technician check-in timestamp.
   - If P1 ticket has no check-in within 20 mins, trigger `escalate_to_chief_engineer(phone, sms, slack)`.
   - If contractor breaches SLA, record penalty infraction in vendor scorecard.

6. **Resolution Loop**:
   - Verify technician completion report.
   - Ping tenant for digital sign-off. Close work order only after verified resolution.
Operational Value

Measurable ROI for
Property Management

Manual property operations suffer from delayed contractor dispatch, lost emails, and unmonitored SLA breaches. Rhino Facilities Manager turns your building operations into a self-driving system.

68% reduction in Mean Time to Resolution (MTTR)
100% SLA enforcement with zero unassigned work orders
$140,000+ estimated annual OPEX savings per 500k sq.ft. asset
-68%

Faster Resolution (MTTR)

Instant diagnostic ingestion and contractor routing bypasses manual dispatcher bottlenecks.

0

Missed SLA Delays

Automated countdown watchdog alerts engineers and escalates delayed work orders proactively.

100%

Warranty & Contract Auditing

Never pay out-of-pocket for equipment still under builder warranty or active SLA coverage.

10x

Property Manager Bandwidth

Your facilities team focuses on capital planning while the AI handles daily operational dispatch.

Ecosystem Integrations

Integrates with Your
Existing Building Stack

No need to replace your current ERP or CAFM. RhinoAgents acts as the intelligent orchestration layer on top of your software.

Yardi Voyager & MRI

Bi-directional sync for work orders, vendor purchase orders, and tenant chargebacks.

BMS & IoT Sensors

Connects with Schneider EcoStruxure, Johnson Controls Metasys, and BACnet telemetry.

Vendor Registry RAG

Stores contractor master service agreements, hourly rate bands, and response SLAs.

Slack & Teams Alerts

Real-time incident escalation channels for on-duty engineers and building managers.

Contractor Mobile Pass

Auto-generates temporary building entry QR codes for arriving service technicians.

Vendor Scorecards

Automated monthly contractor rating based on SLA adherence and tenant CSAT.

Professional Services

Need custom BMS or ERP integration?
Our CRE AI engineers handle it all.

We connect your existing BMS sensor APIs, import your vendor SLAs and contract terms, configure escalation trees for chief engineers, and test emergency failover protocols.

CAFM / ERP API Configured
Custom Vendor SLA Hierarchy
Deployment in 3-5 Days
Expert Setup Cost
$50 /hour

Pay solely for active engineering hours. Average facility operations setups take 8 to 14 hours.

Schedule Setup Call
FAQ

Frequently Asked Questions

How does this differ from a regular maintenance ticketing system?

Can the agent trigger from BMS hardware alarms (e.g. chiller fault)?

What happens if a contractor fails to respond in time?

Can we pair this with the AI Tenant Concierge template?