Legacy Process45 mins/day lost
3alica AIInstant (Voice)
Voice-Enabled RAG
Technicians spend 30% of time searching for manuals. Whisper AI provides hands-free documentation access on the roof.
HVAC & Facilities Management
Data & AI Systems for Mid-Market HVAC Operations
We eliminate manual dispatch bottlenecks and deploy predictive maintenance systems. Reduce emergency repair costs by up to 30% and automate vendor invoicing without adding headcount.
Integrates with ServiceTitan & Procore
No rip-and-replace required
ROI typically under 90 days
Quantifiable Impact
Operational Bottlenecks vs. AI Solutions
Legacy Process15+ mins per invoice
3alica AI3 mins (Automated)
Intelligent Document Processing
Manual vendor invoice processing is a massive bottleneck. IDP automates ERP data extraction with high accuracy.
Legacy ProcessHigh Emergency Rate
3alica AI-28% Emergencies
Predictive Fault Detection
Emergency repairs cost 3-4x more. IoT sensors & ML predict failures BEFORE they happen, optimizing dispatch.
Industry-Specific AI
Built for the field and the back office
Hands-Free Technician AI
Powered by Whisper AI. Field engineers dictate parameters in noisy environments, and the AI automatically logs them into ServiceTitan or your custom ERP.
AI-Powered Sourcing & Recruitment
Solve the skilled labor shortage. We deploy RAG-based conversational AI to score and hire technicians faster, reducing time-to-hire from 40 to 14 days.
Predictive Inventory & BI
Power BI and Looker integrations that forecast seasonal AC part demands before the summer rush, optimizing warehouse capital.
Deployment Process
From audit to automated dispatch in 8 weeks
Operational Audit
We map your field technician workflows and identify data silos in your current BMS/ERP.
AI & Data Plumbing
We deploy Whisper AI for voice logs and build pipelines to your existing ServiceTitan or legacy databases.
Field Rollout
Technicians get trained on the new hands-free tools. You get the executive dashboards.
Who it is for
For mid-market HVAC service providers whose technicians and back office still work by hand
A good fit
- Your technicians handle service, maintenance and emergency repair calls in the field.
- They lose time hunting for manuals and typing up job details after each call.
- Your office still keys vendor invoices into the ERP by hand.
- You run ServiceTitan or an ERP and want to keep it.
Not a fit if
- You want to replace ServiceTitan or your ERP. We build on top of the systems you already run.
- You want automated dispatch but have no dispatch logs or job history yet for the model to learn from.
Experience That Matters
Selected brands our team has worked with
Client Feedback
What Our Clients Say
“The voice-assistant cut our technicians' data entry time by 45 minutes per day. They just speak, and the AI logs it directly into our ERP.”
“3alica's predictive model helped us optimize our warehouse stock right before the summer heatwave. We had parts when competitors didn't.”
Proof
Results from recent work
See all case studiesHVAC Distribution40 to 60%less time on forecast preparationHow an HVAC distributor cut forecast prep by 40 to 60%Read the case study Retail & DistributionFewerstockouts and less overstockHow a retailer ended its spreadsheet-based demand forecastingRead the case study Consumer Goods & Distribution6 weeksfrom kickoff to live dashboardHow a consumer goods company replaced stale reports with one live dashboardRead the case study
Frequently Asked Questions
- MVP and RAG integration takes 6 to 8 weeks.
- No. We build intelligent API middleware that sits on top of your existing systems.
- Our ML models analyze historical weather data and IoT telemetry to forecast parts demand weeks in advance.
- Yes. Our Intelligent Document Processing (IDP) uses advanced OCR and LLMs to extract structured data from messy field notes.
- We typically require 12-24 months of historical dispatch logs, technician skill matrices, and seasonal ticket volumes from your BMS.
- We can deploy models within your cloud environment. Data use and retention terms are agreed before access. We do not opt client data into public model training.
- Most mid-market HVAC clients see full payback on their initial AI investment within 3 to 5 months.
- Minimal. The voice assistants (Whisper AI) integrate into tools they already use (like mobile phones) using natural language.
How long does it take to deploy a voice AI assistant?
Do we need to replace ServiceTitan or our existing ERP?
How does predictive maintenance handle seasonal AC surges?
Can the AI process handwritten technician notes or dirty invoices?
What data do you need to build a dispatch automation model?
How is our proprietary HVAC client data protected?
What is the typical ROI timeline for an HVAC AI integration?
Do field technicians need special training?
Get in touch
Ready to scale your HVAC operations?
Tell us the outcome you need and the systems involved. We reply within one business day and tell you whether there is a useful first step, or why there is not. No pitch either way.
Email us directly
sales@3alica.com