Results

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.

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B2B 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.

First response: MinutesFirst build: Weeks

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.

Admin load: DownNo-shows: Fewer

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.

Reply time: SecondsCRM quality: Complete

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.

WISMO load: DownPre-sale: In-thread

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.

Cycle time: ~30s reviewGuardrail: Approval

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