Intelligent Copilots Embedded Deep In Your Software.
Transform complex web and mobile apps into proactive, intelligent powerhouses with native in-product generative copilots, smart search, and contextual assistance.
In-Product AI Features & Copilots
Users don't want a generic chatbot on the bottom right corner of their screen; they want intelligent capabilities woven directly into their workspace — drafting text, analyzing spreadsheets, and automating actions in context.
We design and engineer bespoke in-product copilots and intelligent features that blend seamlessly into your application's design system and product architecture.
In-Product AI Capabilities
Contextual In-Line Copilots
Ghost-text autocompletion, inline code/text suggestions, and floating context action menus tailored to the active viewport.
Natural Language Command Palettes
Universal Cmd+K search that interprets complex natural language intents into instantaneous filtered database queries and state mutations.
Generative Canvas & Report Creators
One-click generation of charts, executive summaries, data tables, and PDF presentations directly from live database metrics.
Smart Recommendations & Anomaly Detection
Machine learning models embedded in your UI that highlight irregularities, flag missing inputs, and recommend next best actions.
Streaming UI & Micro-Interactions
Buttery smooth token rendering, skeleton loading states, cancelable generative streams, and optimistic UI updates.
Product Analytics & Feature Telemetry
Granular tracking of copilot adoption, acceptance rates, and user retention to continually optimize model performance.
Product Integration Steps
Discover
Identify Copilot TouchpointsWe audit user journeys to identify where in-product AI provides the highest leverage.
Prototype
UI & Streaming UXWe prototype interactive floating palettes, inline triggers, and generative widgets.
Engineer
Client & Server MeshWe implement SSE streaming endpoints, client-side optimistic state, and error boundaries.
Ship
A/B Testing & ReleaseWe roll out behind feature flags, monitor copilot acceptance metrics, and iterate rapidly.
Transform your application with a world-class in-product copilot.
Talk directly with our lead architects and engineers. No sales reps, no fluff — just technical scope and clear milestones.