Real Estate
AI Lab: Lead qualification, site-visit booking, and follow-up across listings.
Ylar: Prospecting and follow-up employees that keep pipeline hygiene current.
- Listing inquiry qualification
- Visit scheduling
- Dormant buyer reactivation
Where the work lives
Industry configurations
AI Lab for company-specific systems. Ylar for reusable digital-employee workflows. Keep the distinction clear — then mix when it helps.
Healthcare
AI Lab: Front-desk voice, appointment recovery, and patient communication workflows.
Ylar: Administrative employees for scheduling prep and document sorting — with clinical escalation.
- After-hours booking
- Reminder & reschedule
- Intake document prep
Retail & Distribution
AI Lab: Catalogue-aware website engagement and sales discovery.
Ylar: Inventory alerts and customer follow-up employees.
- Visitor-to-appointment
- Order follow-up
- Stock exception digests
Hospitality
AI Lab: Reservation recovery, guest messaging, and multi-channel engagement.
Ylar: Inbox and guest-request triage employees under brand tone rules.
- Booking recovery
- Guest FAQ
- Review response drafts
Professional Services
AI Lab: Intake, qualification, and knowledge systems for delivery teams.
Ylar: Finch-style inbox intelligence and research employees.
- Proposal follow-up
- Inbox triage
- Research briefs
Import & Export
AI Lab: Document intelligence and exception-heavy process redesign.
Ylar: Document coordinators and status-reporting employees.
- Shipment document intake
- Status digests
- Collections follow-up
Manufacturing
AI Lab: Workflow reengineering across ops, quality, and vendor coordination.
Ylar: Procurement and inventory intelligence employees.
- Vendor RFQ assembly
- Quality exception digests
- Ops reporting