aarvi AI
AI ASSISTANT FOR EVERY WEBSITE
The intelligent AI platform engineered for modern enterprise websites. Powered by parallel async RAG architecture, sub-50ms TTFT, autonomous site scraping, and embeddable website assistant chatbots.
Adaptable Ecosystem
Industries We Empower
Higher Education
Student AI Hubs and campus guidance bots
Enterprise SaaS
Product docs, API search, and automated support
E-Commerce
Shopping guides, order tracking, and product recs
Financial Services
Secure account support & regulatory guidance
Healthcare
Patient navigation and HIPAA-compliant portals
Complete Suite
Aarvi AI Engine Modules
RAG Neural Search Engine
Sub-50ms Time-To-First-Token (TTFT) powered by a fully parallelized async RAG pipeline. Delivers extreme low latency and high-concurrency vector retrieval.
Why It Is Innovative
Synchronous blocking vector operations are dynamically offloaded to thread pools for massive matrices (>100k vectors), completely eliminating asyncio loop starvation.
Our Advancements
Ultra-fast (<1ms) single-instruction matrix-vector dot product calculation with intelligent vector query caching.
Automated Site Scraper & Ingestion
Deep domain crawling built with Playwright to automatically map, chunk, and index entire website documentation and web pages.
Why It Is Innovative
Renders JavaScript-heavy single-page applications (SPAs) and shadow DOMs seamlessly without manual data extraction.
Our Advancements
Scheduled delta re-crawling continuously updates knowledge base vectors with zero disruption to live user traffic.
Embeddable Chatbot Widget
Lightweight, customizable frontend UI widget that embeds effortlessly on any web platform with a single line of JavaScript.
Why It Is Innovative
Zero-dependency architecture with real-time CSS custom property theme synchronization to match client brand identity.
Our Advancements
Supports native voice-to-text, quick action cards, inline HTML links, and Server-Sent Events (SSE) token streaming.
Multi-LLM Orchestration Gateway
Unified AI model routing supporting Azure OpenAI, OpenAI Direct, Google Gemini, Anthropic Claude, and local open-weights LLMs.
Why It Is Innovative
Seamless configuration-based provider switching without any backend code changes required.
Our Advancements
Automatic failover and rate-limit balancing across primary and fallback model deployments.
Analytics & Admin Console
Comprehensive management dashboard for site onboarding, conversation monitoring, query clustering, and deflection analytics.
Why It Is Innovative
Real-time telemetry tracks TTFT, token usage, CSAT accuracy, and visitor engagement metrics.
Our Advancements
Automated cluster analysis groups common unanswered queries to pinpoint knowledge base gaps instantly.
Enterprise Security & Guardrails
Multi-layered protection against prompt injection, jailbreak attempts, data leaks, and unauthorized access.
Why It Is Innovative
Strict input boundary validation and system prompt isolation prevent adversarial manipulation.
Our Advancements
bcrypt password hashing, tokenized API authentication, and strict compliance logging for enterprise audit readiness.
Multi-Format Knowledge Base
Drag-and-drop ingestion of PDFs, Markdown, DOCX files, and live web URLs into unified semantic indices.
Why It Is Innovative
Hierarchical semantic chunker preserves code blocks, tables, and subheader context without fragmenting information.
Our Advancements
Automated deduplication purges duplicate document sections and updates vector embeddings incrementally.
SSE Streaming & Developer API
High-throughput REST and WebSocket APIs built on FastAPI and tuned for over 10,000 concurrent client connections.
Why It Is Innovative
Server-Sent Events (SSE) with orjson serialization deliver responses up to 5x faster than standard JSON parsers.
Our Advancements
Stateless architecture behind Nginx load balancers, fully engineered for Kubernetes Horizontal Pod Autoscaling (HPA).