AI Should Not Be a Luxury
We are building the AI operating system for every business on Earth — from a Chennai restaurant to a Jakarta insurance agency to a São Paulo logistics company.
🎯 Our Mission
To give every small and medium business — regardless of technical knowledge or budget — a complete AI system that answers customers, manages operations, and delivers executive-level intelligence through the channels they already use: WhatsApp, Telegram, Phone Call, Discord, and Web.
What Fortune 500 companies pay ₹50 lakhs per year for, we deliver starting at $29/month. That is not a product feature. That is a movement.
🔭 Our Vision
A world where a restaurant owner in Tamil Nadu manages their entire business by calling their phone number and speaking in Tamil. Where an insurance agent in Jakarta deploys a 24/7 AI customer support bot in 5 minutes — no developers, no coding, no enterprise budget.
Where a business owner in Lagos asks their WhatsApp: "Which products are declining this month?" and gets an instant data-driven answer — the same insight a ₹12 lakh/year data scientist would take 3 days to produce.
RagLeap is not a chatbot tool. It is the AI operating system for business — built server-side, self-hostable, and designed for the real world.
✅ What Works Today
These are live, production features — not promises.
AI Customer Support — 5 Channels
Web embed, WhatsApp, Telegram, Discord, and Voice (phone call). Customers get answers 24/7 from your documents and database.
AI Call Center — Live
Customers call your Twilio number. AI answers in their language instantly. One number, two intelligent routes — customer bot or owner Manager AI.
Manager AI — Executive Assistant
Manage your entire business by chat, Telegram, or phone call. Query your database, manage documents, check analytics, send broadcasts — by speaking.
AI Implementation Studio
Say "connect my MySQL database" — AI scans your schema, suggests automations, and deploys them to all channels. No developer needed.
222+ Languages — Auto-Detect
AI detects the customer's language and responds in kind. No configuration. Works across all channels including voice calls.
Knowledge Graph RAG
Neo4j-powered knowledge graph understands relationships between your data — not just keywords. Smarter answers, deeper context.
🔑 Bring Your Own Model — Complete Freedom
RagLeap never locks you into one AI provider. Add your own API key in AI Settings and use any model you own or subscribe to.
🏢 For Enterprises — Your Own Private Model
Large corporations and government agencies can connect RagLeap to any model running on their own servers via a custom API endpoint — Ollama, vLLM, LM Studio, or any OpenAI-compatible interface. Your data never leaves your infrastructure. Full air-gap support for banks, hospitals, and defence organisations.
💰 Honest Pricing
All paid plans include every channel, Manager AI, AI Implementation Studio, Knowledge Graph, 222+ languages, and custom model support.
| Plan | Price | Workspaces | Documents | Storage |
|---|---|---|---|---|
| Trial | Free | 1 | 50 | 500 MB |
| Starter | $29/mo | 5 | 500 | 5 GB |
| Pro | $99/mo | 10 | 2,000 | 20 GB |
| Business | $199/mo | 20 | 10,000 | 100 GB |
🔬 The Future: AI Replaces the Data Scientist
Today a business needs a data scientist — costing ₹8–15 lakhs per year — to answer: "Which products are declining? Which customers are about to churn? What should I stock next month?"
RagLeap Manager AI is being built to replace this role entirely. Connect your live database, ask in your language, get the answer in seconds — 24/7, for a fraction of the cost.
| Task | Human Data Scientist | RagLeap Manager AI |
|---|---|---|
| Sales trend analysis | 2–3 days | Instant |
| Customer churn prediction | 1 week | Real-time |
| Monthly business report | 1–2 days | Instant, auto-generated |
| Availability | 8 hrs/day, 5 days/week | 24/7/365 |
| Languages | Usually English only | 222+ languages |
| Cost | ₹8–15 lakhs/year | From $29/month |
🗺️ Roadmap
Foundation Launch ✅
Product Hunt launch · All 5 channels live · AI Implementation Studio · Server installer · docs.ragleap.com
Vertical Expansion
Industry packs for Insurance, Restaurant, E-commerce, Healthcare · WhatsApp broadcast campaigns · Mobile app for Manager AI · Predictive business alerts
Enterprise & Open Core
Community Edition on GitHub · Enterprise SSO + audit logs · Multi-workspace agency tier · API marketplace · AI Data Scientist features
Global Scale
SAP, Oracle, Salesforce connectors · RagLeap App Store · White-label for telecoms and banks · Federated RAG · On-device AI for air-gapped enterprises
🔬 Research & Development
Multilingual Voice AI
Real-time language switching mid-call. A customer starts in English and switches to Tamil — the AI follows without interruption.
Predictive Business Intelligence
Manager AI warns you before problems happen. Proactive alerts: inventory shortages, customer churn, revenue anomalies.
Federated RAG
Query across multiple business databases simultaneously. One question, answers assembled from everywhere your data lives.
On-Device & Air-Gap AI
Complete RagLeap stack on private hardware. Zero internet dependency. Designed for banks, hospitals, and government agencies.
AI Agent Chains
Manager AI spawns specialised sub-agents for complex tasks. One instruction executes multi-step workflows automatically.
AI Data Scientist
Autonomous analysis, trend prediction, and report generation from live databases. Replaces the need for a dedicated data analyst in small businesses.
🤝 Our Open Core Promise
RagLeap is committed to the hybrid open core model — the same proven path as GitLab, MongoDB, and Elasticsearch. We give away the engine. We charge for the rocket.
🆓 Forever Free — Community Edition
Releasing on GitHub — Q4 2026
- ✅ Core RAG engine and document indexing
- ✅ Web embed chatbot
- ✅ Basic Telegram bot
- ✅ Self-hosting on your own server
- ✅ 222+ language support
- ✅ Community-built connectors
💼 Paid — Cloud & Enterprise
From $29/month at ragleap.com
- ⭐ AI Call Center (voice)
- ⭐ Manager AI — Executive Assistant
- ⭐ AI Implementation Studio
- ⭐ WhatsApp, Discord channels
- ⭐ Advanced analytics and reporting
- ⭐ SSO, audit logs, compliance
🌍 Why This Matters
India has 63 million small businesses. Southeast Asia has 70 million more. Latin America, Africa, the Middle East — hundreds of millions of businesses that cannot afford a data scientist, a BPO call center, or enterprise software.
RagLeap is a serious, production-grade, server-side AI platform — built on Django, PostgreSQL, Neo4j, Redis, and Celery. Designed for developers to self-host, enterprises to audit, and business owners to use without any technical knowledge.