Industry use cases
Fourteen industries where we know what to do
Each industry has different pain patterns. Here are fourteen where we have a proven playbook in production.

Clinics and healthcare
Missed appointments, manual reminders, scheduling and clinical chart in different systems.
Real estate and brokers
Portal leads cool down in minutes. Brokers without visible pipeline or clear assignment.
DTC ecommerce
Abandoned carts, chaotic post-sale, ERP and store disconnected, no automated recovery.
B2B services
Slow quotes, manual follow-up, broken integrations with CRM and invoicing.
Fintech and financial services
Month-end reconciliation done by hand, regulatory reports assembled from spreadsheets.
Logistics and transport
Orders and fleet followed by phone, courier and ERP disconnected, delays nobody sees coming.
Restaurants
Orders on paper, delivery apps on separate tablets, a POS that doesn't talk to the kitchen.
Retail and omnichannel
Store, warehouse and web on different stock. Selling online what the register already sold.
Automotive and dealerships
Test drives unscheduled, leads lost, post-sale without follow-up, workshop on spreadsheets.
EdTech and education
Prospects lost between webinar and enrollment. Newsletter disconnected from CRM.
Fitness and gyms
Manual reservations, monthly billing on spreadsheets, churn without early alerts.
Hospitality and hotels
Multi-channel reservations without sync. OTAs and direct booking fighting over overbooking.
Legal services
Cases on spreadsheets, critical deadlines without alerts, manual time tracking and slow billing.
Travel
Hand-built itineraries, partial payments without tracking, high no-shows without recovery.
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