Every Lead Gets a
Conversation.
WhatsApp automation, RAG-grounded chatbots, and voice AI that qualify leads, answer questions, and engage 24/7 — without hallucinating.
Book Architecture ReviewWho This Is For
Leads unanswered on messaging
WhatsApp messages sit for hours. The prospect already went with a competitor.
SOLUTION: Twilio WhatsAppChatbots that hallucinate
Off-the-shelf chatbots make up answers, quote wrong pricing, and damage trust.
SOLUTION: RAG PipelineNo 24/7 engagement
Your best leads come in at night and on weekends. No coverage means lost money.
SOLUTION: 24/7 AI AgentManual call review
Sales calls get recorded but never reviewed. Nobody listens to 50 calls a week.
SOLUTION: Whisper + CRM SyncWhat We Build
WhatsApp Automation
Automated lead follow-up and qualification with intelligent message batching and 48-hour follow-up sequences via the Twilio Business API.
RAG & Semantic Search
Document-grounded AI that cites sources for every answer. Multi-document indexing and retrieval built in.
Voice AI
Call transcription and summarization, personalized voice campaign generation, and audio dispatch via WhatsApp at scale.
AI Chatbot Interfaces
Custom chat UIs with streaming responses, context-aware conversation management, and embeddable widgets for any website.
Lead Qualification via Messaging
AI-driven lead scoring from conversations with automated CRM updates, tagging, and smart handoff to human agents.
Systems We've Shipped
Production systems running in the wild — not demos.
WhatsApp AI Sales Assistant
Hybrid RAG Workflow Assistant
Your leads text at 11pm. Who's answering?
Book a 30-minute call with Apurva. We'll map which conversations should be automated and which need a human.