Tcall — AI-Powered Assistant Platform
Client engagement (Motive, offsite) at Capital Numbers integrating AI service APIs to power seamless, responsive assistant workflows with reliable data flow between services.
Overview
An offsite client engagement for Motive, building the frontend of Tcall — an AI-powered assistant platform — with an emphasis on keeping assistant workflows responsive even as data moved between multiple backend services.
The Challenge
Assistant interactions needed to feel instant and continuous even though responses depended on chained calls to AI service APIs and backend systems that didn't always respond at the same speed.
Approach
Integrated AI service APIs into the frontend, handling streaming and partial responses to keep the assistant feeling responsive
Built the interaction layer with React.js and Next.js, structured around real assistant workflows rather than generic chat UI
Coordinated reliable data flow between services so state stayed consistent across the assistant's multi-step interactions
Delivered a responsive assistant frontend as part of Capital Numbers' offsite engagement with Motive, with reliable data flow across the integrated AI services.