Before, after, and the bridge in between
Anonymized build narratives from engagements like yours. Names stay private unless a client asks to be named. Metrics stay honest.
Get this scoped for your workflowB2B SaaS · Customer support
First-response dropped from hours to minutes — without a chatbot that made things worse
A product-led SaaS team was drowning in ‘how do I…’ tickets. We built a retrieval layer over their docs and past tickets, with a clean hand-off when the answer wasn’t in the corpus.
Healthcare · Front desk
Reception stopped being a call centre — clinical questions still reached a person
A clinic network was losing bookings to unanswered phones. We automated the administrative layer — scheduling, reminders, directions — and routed anything clinical immediately.
Real estate · Lead qualification
Every listing enquiry got a real reply while it was still warm
Portal and WhatsApp leads were dying overnight. We unified channels, answered from listing data, qualified budget and timeline, and booked viewings against agent calendars.
E-commerce · Pre + post purchase
Product questions and ‘where is my order’ stopped burying the support team
Shoppers abandoned carts when sizing and stock questions sat unanswered. We grounded the layer in catalogue, inventory, and orders — and kept high-value cases on a human path.
Professional services · Internal operations
A 15-minute status ritual became a 30-second review
Delivery managers were copying between inbox, tracker, and CRM. We scoped an internal agent that drafts, pulls account context, and queues anything unusual — with an audit log.
Want this outcome on your workflow?
A 30-minute discovery call. You leave with a written plan — scope, approach, and trade-offs. No obligation to continue.
We’ll tell you if a platform already fits better.