B2B Marketplace AI/ML Full-Stack Platform

Alvoff — AI-Powered B2B Procurement for India.

Built an end-to-end AI-native procurement platform that combines agentic RAG, real-time supplier intelligence, and an MCP integration layer to help Indian businesses discover, compare, and connect with verified suppliers across 20+ industries.

Fixing a Broken Supply Chain Discovery Process

India's B2B procurement landscape is fragmented across thousands of regional distributors, unstructured catalogs, and word-of-mouth networks. Small and mid-size businesses waste weeks finding the right supplier for even routine purchases.

Catalog Fragmentation

Product and supplier data is scattered across trade portals, PDFs, WhatsApp groups, and offline networks — no single source of truth exists.

Search That Doesn't Understand Intent

Keyword-based directories return hundreds of irrelevant results. Buyers can't express nuanced requirements like 'FDA-approved dental chairs under ₹3L with warranty'.

No Transparent Comparison

Comparing suppliers on price, certifications, delivery timelines, and after-sales support requires manual calls and spreadsheets.

Trust Deficit

Verifying supplier legitimacy, GST compliance, and product authenticity is time-consuming and error-prone, especially for first-time buyers.

An AI-Native Procurement Platform

We designed Alvoff as a conversational-first marketplace where buyers describe what they need in natural language, and the platform handles discovery, enrichment, comparison, and connection — end to end.

Conversational Search

A multi-agent AI system classifies buyer intent across 13+ categories and routes to specialized agents — from product search to supplier comparison to full business planning.

Automated Enrichment Pipeline

A multi-stage pipeline crawls supplier websites, extracts structured product data, validates against known catalogs, and enriches listings with specs, pricing, and certifications.

Verified Supplier Marketplace

Sellers onboard with GST verification, product listings with rich specs, and a dashboard for managing leads, orders, and buyer communications.

MCP Integration Layer

An open Model Context Protocol server lets any AI assistant — Claude, ChatGPT, or custom agents — search Alvoff's catalog, compare products, and initiate procurement workflows via natural language.

Deep Product Intelligence Meets Frictionless UX

Alvoff combines deep product intelligence with a frictionless buyer experience, turning complex B2B procurement into a guided conversation.

Agentic RAG Search

LangGraph-orchestrated agents with hybrid retrieval — combining vector search, structured filters, and web augmentation for high-precision results.

Smart Product Comparison

Side-by-side comparison of products and suppliers across specs, pricing, certifications, and delivery — generated dynamically from enriched data.

Business Planning Agent

Generates procurement checklists and setup guides for 20+ business types — from dental clinics to construction firms — with cost estimates and supplier recommendations.

Multi-Channel Access

Available via web app, WhatsApp integration, and any MCP-compatible AI assistant — meeting buyers wherever they already work.

Modular Microservices, Built for Scale

A modular microservices architecture built for scale, with independent deployment of the marketplace, AI engine, and integration layer.

Frontend
React 19, Vite, Tailwind CSS, Framer Motion
Backend
Python, FastAPI, PostgreSQL, Redis, Qdrant, RabbitMQ
AI Engine
LangGraph, Gemini, DSPy, Exa, Crawl4AI, Qdrant, Parallel Web Search, Agentic RAG, Groq
Integration
MCP Server, OAuth 2.0, Firebase Auth
Infrastructure
Docker, Alembic, Razorpay, Resend, WhatsApp API
13+
Intent Routes

AI system accurately classifies and handles product search, supplier discovery, comparisons, business planning, and more.

20+
Industries Served

From dental equipment to steel, textiles, pharmaceuticals, and renewable energy.

3
Access Channels

Web marketplace, WhatsApp, or any MCP-compatible AI assistant — no platform lock-in.

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We start every engagement with a 30-minute strategic conversation to assess your readiness and identify the highest-impact opportunities.

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