Real workflows, not generic AI demos
Turn messy field work into finished business output.
These are the kinds of use cases buyers understand immediately: less admin, faster estimates, cleaner records, better financial control, and a human reviewing the final output before anything goes out.
Hourssaved per estimate cycle
Lessmanual receipt and file chasing
Betterjob notes, scopes, and follow-up
Electrician estimate drafting
An electrician gives the AI the job info. The system drafts a professional estimate document, then the electrician reviews and approves it.
- Turns rough job details into polished estimates
- Preserves human review before sending
- Saves time on repetitive quoting/admin work
Receipt and finance organization
Upload receipts and financial documents so AI can organize categories, track spending, flag missing records, and support financial planning.
- Receipt intake and categorization
- Expense tracking and summaries
- Planning dashboard inputs for owner review
Job-site video and voice walkthroughs
Walk a job site while recording video and voice. AI turns the walkthrough into notes, scopes, detailed estimate inputs, and measured drawing instructions.
- Voice/video to structured site notes
- Scope and estimate draft generation
- Measured drawing and follow-up documentation inputs
AI diagnostic triage
Customers send sound, video, photos, symptoms, and codes. AI helps identify obvious patterns, asks better follow-up questions, prepares a first-pass checklist, and escalates anything safety-critical to a licensed technician.
- Car sounds, warning codes, ignition symptoms
- Pool, heater, equipment, and control-panel troubleshooting
- Positioned as triage and technician prep — not a licensed replacement