AI NOC & incident triage
Correlate alerts, telemetry, historical incidents, and support knowledge to accelerate diagnosis.
AN INTERACTIVE PROPOSAL BY STEVEN THOMAS
Practical automation.
Applied intelligence.
Measurable outcomes.
A working exploration of how SONIFI could connect systems, accelerate operations, and scale applied AI responsibly across the business.
Conceptual demonstrations based on public SONIFI information. Actual solutions begin with discovery, security review, and process-owner validation.
AUTOMATION CONTROL PLANECONCEPT
BUSINESS SYSTEMSSalesforce · NetSuite · M365
ORCHESTRATIONRules · AI · Human approval
OPERATIONSActions · Alerts · Audit
SYSTEM STATUS● READYCONTROL MODEHUMAN-IN-LOOPTRACEENABLED
1.1M+ROOMS SERVED
500KSTAYCAST ROOMS
24/7SUPPORT OPERATIONS
At SONIFI scale, small operational improvements can compound into meaningful business value.
OPPORTUNITY PORTFOLIO
Where automation can create leverage
Start with the business outcome. Choose the simplest reliable technical approach. Add AI only where it earns its place.
Technical support copilot
Ground answers in approved documentation, prior resolutions, and property context—with sources attached.
Cross-system automation
Connect Salesforce, NetSuite, Microsoft 365, SharePoint, and Teams through controlled API workflows.
Enterprise knowledge intelligence
Turn fragmented content into a permission-aware service using hybrid search and grounded generation.
Deployment readiness copilot
Review site surveys, equipment, dependencies, and brand requirements before technicians arrive.
AI-enabled guest services
Combine media, connectivity, and telephony with conversational experiences and reliable service workflows.
INTERACTIVE DEMONSTRATION
Automation Opportunity Analyzer
Describe work as it happens today. The analyzer separates process improvement, integration, deterministic automation, and appropriate AI.
186 characters
Ready to assess
The assessment will identify the best-fit approach, systems, risks, controls, and KPIs.
OPERATIONS INTELLIGENCE CONCEPT
From alert noise to an auditable decision
A simulated incident shows where AI can assist—and where deterministic controls and human judgment remain essential.
27 casting endpoints unreachable
Property 1847 · Floors 4–6 · Detected 10:42
CONFIDENCE87%
Network connectivity degradation affecting casting endpoints across a shared segment.
3 network events · 4 similar incidents · 1 relevant procedure
AI RECOMMENDATION
Validate AP/controller connectivity for the affected segment before restarting individual endpoints.
PRODUCTION BY DESIGN
AI is one component—not the architecture
Production value depends on the controls surrounding models and workflows.
Least-privilege identities and managed credentials.
Risk-based review before consequential actions.
Inputs, decisions, actions, and outcomes captured.
Idempotency, retries, dead letters, and rollback.
BUSINESS SYSTEMSSalesforce · NetSuite · Microsoft 365 · SharePoint · Teams
INTEGRATION & WORKFLOWAPIs · Events · Validation · Transformation · Queues
APPLIED INTELLIGENCELLM · RAG · Classification · Agents · Evaluation
SECURITY, GOVERNANCE & OBSERVABILITYIdentity · Secrets · Audit · Logs · Metrics · Cost · Quality
FIRST 180 DAYS
From discovery to production value
A focused path to SONIFI’s goal of 3–5 reliable, measurable workflows in the first six months.
Discover
Meet process owners, inventory workflows, map systems and establish baselines.
Prioritize
Score opportunities by value, complexity, risk, readiness, and ownership.
Deliver
Launch initial workflows with testing, monitoring, security controls, and runbooks.
Scale
Deliver 3–5 workflows, measure outcomes, and standardize reusable patterns.
THE OPERATING PRINCIPLE
“The goal isn’t to maximize AI usage.— Steven Thomas · AI & Automation Lead proposal
It’s to maximize business value.”