Operators first. Always.
We specialise in businesses where the work is physical and the software has to fit around people in the field or at the bedside. Here's what AI actually does in each, in plain terms.
HVAC & Mechanical
Seasonal demand spikes, technician shortages, and margins that live or die on dispatch efficiency and maintenance-agreement renewals.
Discuss your business →- 01Dispatch that thinks ahead
Recommend technician assignments using skills, location, job history, and parts on the truck. Dispatchers approve; the system does the sorting.
- 02Predictive maintenance
Flag equipment likely to fail from service history and sensor data, and turn it into proactive outreach before the first hot week.
- 03Instant quotes & proposals
Turn a tech's site notes and photos into a priced, formatted proposal in minutes, using your pricebook and your language.
- 04After-hours call intake
AI voice intake that triages emergencies, books non-urgent work, and wakes a human only when it should.
- 05Technician copilot
Equipment manuals, wiring diagrams, past fixes, and your SOPs, searchable by voice from the job site.
- 06Maintenance-agreement intelligence
Predict which agreements are at risk of lapsing and which customers are ready for a replacement conversation.
Water, Fire & Mold Restoration
Every job is an emergency, every file is an insurance file, and the paperwork decides whether you get paid.
Discuss your business →- 01Intake & job classification
Classify loss type and severity from the first call and photos, and dispatch the right crew with the right equipment.
- 02Moisture-log analysis & drying plans
Read daily readings, flag rooms that are off-track, and recommend equipment changes to hit dry standard on schedule.
- 03Carrier-ready estimate drafting
Draft line-item estimates from scope notes and photos in the formats carriers expect, for your estimator to review and finalize.
- 04Documentation QA
Check photo sets, moisture logs, and notes for gaps before the file goes to the adjuster. Fewer supplements, faster approvals.
- 05Adjuster communications
Draft status updates, supplement justifications, and responses to carrier questions grounded in the actual job file.
- 06Crew & equipment allocation
Know where every dehumidifier and every crew is, and where they should be tomorrow.
Healthcare Practices & Clinics
Clinicians drowning in documentation, front desks drowning in phone calls, and a revenue cycle that leaks at every handoff.
Discuss your practice →- 01Ambient documentation & chart summarization
Draft visit notes from the encounter and summarize long charts before the appointment. Clinicians review and sign; nothing goes in unreviewed.
- 02Prior authorization drafting
Assemble clinical justification from the chart against payer criteria and prepare the submission for staff review.
- 03Intake & scheduling assistants
Handle routine scheduling, reminders, intake forms, and FAQs by phone and text, with clean escalation to staff.
- 04Referral & inbox triage
Sort incoming referrals, faxes, and messages by urgency and route them to the right queue.
- 05Revenue-cycle intelligence
Predict claim denials before submission, suggest coding corrections for coder review, and prioritize the appeals worth pursuing.
- HIPAA · All healthcare work is built on HIPAA-compliant architecture under a Business Associate Agreement, with PHI confined to controlled environments and full audit logs. Clinical decisions always stay with clinicians.
Home Healthcare & Hospice
Caregivers in cars, families on the phone, regulators on the calendar, and documentation that eats hours of every nurse's day.
Discuss your agency →- 01Scheduling with continuity
Build schedules that respect caregiver skills, patient preferences, continuity of care, and drive time, with changes handled in minutes instead of hours.
- 02Visit-note summarization
Turn EVV data and free-text notes into clear, consistent documentation for clinical review.
- 03OASIS & assessment assist
Pre-populate assessments from the record and flag inconsistencies before submission, for clinician verification.
- 04Hospitalization-risk flags
Surface patients whose recent notes and vitals suggest rising risk so the care team can intervene early.
- 05Caregiver recruiting & credentialing
Screen applicants, track certifications and expirations, and keep compliance files audit-ready.
- 06Family communication
Draft plain-language updates for families from visit records, approved by the care team before anything is sent.
- HIPAA · Built on HIPAA-compliant architecture under BAA. Care decisions stay with your clinicians; AI drafts, people decide.
Plumbing, Electrical & Field Services
Same physics as HVAC: trucks, techs, phones, and quotes. Same opportunities, and the same need for software that works from a truck.
Discuss your business →- 01Call handling & booking
Answer, triage, and book around the clock, with your pricing rules and a human handoff for anything unusual.
- 02Quote & estimate drafting
Priced, formatted estimates from site notes and photos, consistent across every tech.
- 03Parts demand forecasting
Forecast parts usage by season and job type so trucks and warehouses stock what's needed and nothing more.
- 04Route & day planning
Daily plans that account for skills, traffic, job duration, and the inevitable emergency call.
- 05Knowledge assistant for techs
Codes, manuals, and your own past jobs, answered by voice on site.
Property Management
Thousands of small decisions a day, most of them about maintenance, money, or communication. All of them documented, or they should be.
Discuss your portfolio →- 01Maintenance request triage
Classify, prioritize, and route tenant requests, photos included, and dispatch the right vendor.
- 02Lease abstraction
Extract key terms, dates, and obligations from leases into your system, with human verification on every field that matters.
- 03Tenant communications
Draft consistent, policy-compliant responses to common questions, in your tone, for your team to send.
- 04Vendor coordination
Schedule, follow up, and reconcile vendor work against invoices.
- 05Delinquency & renewal signals
Early indicators of late payment or non-renewal so your team can act before the deadline, not after.
Documents in, decisions out.
First-notice-of-loss summarization, document intake, fraud and anomaly signals, adjuster assistance, and faster, more consistent correspondence.
Fewer surprises on the dock.
Demand forecasting, document processing for bills of lading and customs, exception handling, and customer-service deflection.
Knowledge, retrieved.
Document review and summarization, intake triage, matter research assistants, and time-capture from the work itself. Confidentiality designed in.
Quality and uptime.
Predictive maintenance, visual quality inspection, production scheduling assistance, and shop-floor knowledge assistants.
Paperwork that keeps up with the site.
Submittal and RFI drafting, daily-report summarization, change-order tracking, and schedule risk flags.
Close faster, with fewer errors.
Document extraction, reconciliation assistance, anomaly detection, and client-communication drafting for firms and finance teams.
Don't see your industry? If your business runs on people, paperwork, and phones, the patterns almost certainly apply. Tell us what you do and we'll tell you honestly whether we're the right fit.
Tell us how the business runs.
Thirty minutes. You describe the operation, we tell you where AI would help, where it wouldn't, and what we'd do first.