We built a cross-platform mobile application that pairs retrieval-augmented generation with on-device models. The app indexes product manuals and regulatory documents locally so field agents can query them on site, even when offline. The solution delivers context-aware answers in under 300ms while keeping proprietary data on the device.

• React Native front end with offline vector store
• OpenAI embeddings running on-device
• Latency reduced to <300ms

For a rapidly growing SaaS platform we delivered a GPT-based assistant that now resolves over 60% of incoming support tickets. The bot maintains conversation memory, escalates edge cases to humans, and continuously learns from new interactions, cutting average resolution time in half.

• Trained on historical support conversations
• Seamless hand-off to human agents
• 60% of tickets resolved autonomously

We integrated a WhatsApp-based concierge for an eCommerce site. Visitors can ask about inventory, track orders, and receive personalized deals directly in WhatsApp. Syncing with the site's CMS ensures the bot mirrors live content, driving a 25% boost in repeat purchases.

• Twilio WhatsApp API integration
• Real-time CMS content sync
• 25% increase in repeat purchases