Industries We Serve
We work with businesses that build, fix, and serve. For each industry, we know the tools, the pain points, and the specific AI and data solutions that deliver ROI.
Landscaping & Lawn Care
Stop quoting by hand. Start booking by phone.
You are out on job sites all day. You cannot answer every call, measure every yard, or chase every quote. We automate the parts of your business that do not need you standing there.
AI Property Measurement & Quoting
Customer sends their address. The system pulls satellite imagery, measures the lot, and generates a quote based on your pricing. You review and send.
Route Optimization
Plan daily routes across 20-30 stops to minimize drive time. Saves 1-2 hours per crew per day. That adds up to real money over a season.
Seasonal Reactivation
Automatically texts dormant customers in spring. Fills your schedule without cold calling.
Crew Time Tracking
GPS-verified clock-in at job sites. Hours flow directly to payroll. No more paper timesheets or buddy punching.
Platforms we integrate with
Data science & AI we deploy
- Satellite imagery APIs for automated lot measurement
- Fine-tuned LLMs for bid generation from property data
- Weather API integration for schedule optimization
- Route optimization algorithms (Google Routes API)
- Demand forecasting models for seasonal staffing
HVAC & Plumbing
Answer every emergency. Book every job.
A burst pipe at 2am. A furnace out on a Friday night. Your customers need help right now, and if you do not answer, they call someone else.
24/7 AI Call Handling & Dispatch
Your AI receptionist answers every call, day or night. It triages emergencies, books routine appointments, and dispatches your on-call tech when needed.
Pre-Visit Diagnostics
Customer describes the problem or sends a photo. The system suggests probable causes and required parts before your tech arrives. Fewer trips back to the truck.
Maintenance Contract Management
Track install dates and service history. Automatically contact customers when their equipment is due for maintenance. Recurring revenue on autopilot.
IoT Equipment Monitoring
Connected sensors on client HVAC systems that alert your team before failures happen. Proactive service calls instead of emergency ones.
Platforms we integrate with
Data science & AI we deploy
- Diagnostic knowledge bases trained on repair manuals and OEM data
- IoT sensor APIs (Ecobee, Honeywell, Trane) for remote monitoring
- Predictive maintenance models using equipment age and service history
- Call transcription and intent classification for automated dispatch
- Computer vision for photo-based problem identification
Real Estate
Respond to every lead instantly. Close more deals.
Leads come in from Zillow, Realtor.com, your website, and referrals. Speed wins. The agent who responds first gets the client.
Instant Lead Qualification
New lead comes in, they get a text within 60 seconds. The system qualifies them on budget, timeline, and pre-approval status. Warm leads go to you. Cold leads get nurtured.
Listing Content Generation
Upload photos and property details. Get listing descriptions, social media posts, and property comparison analyses ready to post.
Transaction Document Automation
AI reads contracts, flags missing signatures, tracks deadlines, and auto-generates disclosure packets. Less time on paperwork, more time with clients.
Market Analytics Dashboard
Comp analysis, price trend tracking, days-on-market forecasting, and neighborhood analytics pulled from MLS and public data sources.
Platforms we integrate with
Data science & AI we deploy
- Lead scoring ML models trained on conversion data
- LLM-based listing description and marketing content generation
- NLP for contract review and clause extraction
- Market trend analysis using MLS and public records data
- Automated CRM pipeline management and drip campaigns
Restaurants
Fill more seats. Waste less food. Schedule smarter.
Thin margins, high turnover, and a phone that never stops ringing. We automate the back-office work so your team can focus on the food and the customers.
AI Phone Ordering
Takes phone orders with 95%+ accuracy, upsells automatically, and never puts customers on hold. Works for takeout, delivery, and reservations.
Inventory & Waste Prediction
Connects to your POS, tracks every sale, and predicts what you need to order. Auto-generates purchase orders when stock runs low. Cut food waste by up to 30%.
Labor Scheduling Optimization
Forecasts demand by day, time, weather, and local events. Generates optimal staff schedules. Typical overtime reduction: 60-70%.
Review Monitoring & Response
Real-time alerts on new reviews across Google, Yelp, and TripAdvisor. AI-drafted responses for your approval. Sentiment tracking over time.
Platforms we integrate with
Data science & AI we deploy
- Demand forecasting models using POS data, weather, and event calendars
- Menu price optimization using elasticity analysis
- NLP-based review sentiment analysis and response generation
- Inventory prediction using sales velocity and supplier lead times
- Labor cost modeling and schedule optimization algorithms
Construction
Bid faster. Build smarter. Track everything.
Estimating takes forever. Paperwork piles up. Change orders get lost. We bring your office into the modern era so your field crews can keep doing what they do best.
AI Estimating & Takeoffs
Upload blueprints. The system reads the plans, calculates material quantities, and generates estimates. What used to take a day takes an hour.
Project Schedule Optimization
AI analyzes your project timeline, crew availability, and material deliveries to find the fastest path to completion. Reduce delays before they happen.
Document & Permit Management
Digitize all project documents. Track permits, inspections, and compliance deadlines. Get alerts before anything expires.
Job Costing & Profitability Tracking
Real-time labor, material, and overhead tracking per job. Know which projects make money and which ones are costing you before they close out.
Platforms we integrate with
Data science & AI we deploy
- Computer vision for blueprint reading and material quantity extraction
- Schedule optimization algorithms with resource constraint modeling
- OCR and NLP for permit and compliance document processing
- Job costing dashboards with real-time labor and material tracking
- Safety compliance tracking with digital OSHA form management
Auto Repair
Diagnose faster. Communicate better. Fill every bay.
Customers want transparency and speed. They want to know what is wrong, how much it costs, and when it will be done. We help you deliver all three.
AI Diagnostic Assistant
Analyze OBD codes, sensor data, and maintenance history to suggest probable causes and fix procedures. Your techs get a head start on every job.
Bay Scheduling & Tech Matching
AI routes jobs to qualified techs based on skill level and parts availability. Fills every bay efficiently. Saves 8-10 hours per week on scheduling.
Automated Customer Updates
Service reminders by text. Digital inspection reports with photos sent for approval before work begins. Status updates at every step.
Parts Inventory & Procurement
Track parts across bays and storage. Automatic reorder alerts when stock drops. Price comparison across suppliers.
Platforms we integrate with
Data science & AI we deploy
- OBD-II diagnostic models trained on repair databases
- Parts recommendation engine using vehicle history and common failures
- Bay utilization analytics and scheduling optimization
- Computer vision for digital vehicle inspection reporting
- Predictive maintenance models using mileage and service intervals
Do not see your industry?
If your business has customers, data, and repetitive processes, we can probably help. Let us know what you do and we will tell you how.
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