Commercial HVAC & Mechanical
Alarm-to-office handoff
Interactive synthetic sample
Open demonstrationOperational examples
Explore by industry and operational problem.
Each example pairs a specialized field with a specific problem and a proposed workflow. Samples use invented data and simulated actions; they are not customer case studies, and nothing here connects to a live system.
Interactive SampleEngineering PrototypeIn Development
Find Your Operational Bottleneck — 30 secFeatured workflows
Commercial Refrigeration
Service intake to job closeout
Illustrative workflow · not a built implementation
View proposed applicationGenerator Service & Maintenance
Renewals and visit readiness
Interactive fictional sample
Open demonstrationMore workflow examples and earlier concepts
Commercial HVAC, mechanical and refrigeration concepts
Evidence, alarms and service history spread across technicians, tools and building systems.
Commercial Refrigeration
In DevelopmentVerification Chain File
Problem. Refrigerant additions, repairs, verification tests and inspection records become fragmented across work orders and paperwork.
Explore Concept
- Concept.
- An evidence-linked appliance record showing required follow-ups, missing documentation and an owner-ready review packet.
- AI role.
- Drafts a verification checklist and flags missing evidence for a person to confirm.
- Guardrail.
- Does not claim regulatory compliance or create test results.
Coming Soon
Commercial HVAC & Mechanical
In DevelopmentBAS Triage Board
Problem. Repeated building automation alarms don't always become clearly assigned, tracked service work.
Explore Concept
- Concept.
- Groups related alarms, shows prior service history and prepares a triage decision for human approval.
- AI role.
- Drafts a triage summary from recorded evidence.
- Guardrail.
- No live building-system control and no automatic dispatch.
Coming Soon
Critical Power & Generator Services
Many assets, dated test records and service agreements that need to stay visible.
Generator Service & Maintenance
In DevelopmentGenerator Visit Readiness
Problem. Site access, receiving arrangements, work windows, documents, and equipment readiness must be confirmed before a service visit.
Explore Concept
- Concept.
- The Command demonstration includes fictional visit prerequisites, missing information, and a human-approved handoff; no dispatch occurs.
- AI role.
- A deterministic sample checklist supports human review; it is not a live model.
- Guardrail.
- Never certifies readiness or code compliance.
Coming Soon
Generator Sales & Service
Engineering PrototypeInstalled-Base Revenue Recovery
Problem. Renewals lapse, maintenance windows are missed and identified service work is never quoted.
Explore Concept
- Concept.
- Identify an opportunity, review its evidence and prepare an office follow-up. A sample walkthrough is public; the fuller version is a separate engineering prototype that is not connected to this site.
- AI role.
- Drafts follow-up messages for a person to review — never sent automatically.
- Guardrail.
- Sample data only; no live connection to any customer or equipment system.
Industrial Equipment & Lifting
Deficiencies that must move through quoting, approval, parts and downtime.
Crane & Hoist
In DevelopmentDeficiency & Downtime Clock
Problem. Identified deficiencies are hard to track across quotation, approval, parts delivery and equipment downtime.
Explore Concept
- Concept.
- Tracks documented deficiencies, ageing, supplier-promised dates and outstanding actions.
- AI role.
- Drafts follow-up notes grounded in inspector and supplier records.
- Guardrail.
- Never assigns severity automatically or certifies return to service.
Coming Soon
Additional Operational Examples
The same patterns in other service trades.
Commercial Field Service
Interactive SampleField Closeout to Invoice Readiness
Problem. Completed work waits on photos, notes and signatures before it can be billed.
Commercial Kitchen Equipment
In DevelopmentPortal Pre-Flight Ledger
Problem. Invoices are rejected by customer portals over NTE limits, missing proposals or missing documents.
Coming Soon
Your workflow will look different.
Discovery identifies the problem, fit and possible next steps.