Building the Operating System for Autonomous B2B Intelligence
We founded Sarvadrik AI to solve the brittle chatbot problem. Our platform enables businesses to deploy transparent, multi-agent AI workflows grounded in verified company knowledge with complete operator control.
Continuous evaluation across multi-LLM latency, precision RAG retrievals, and automated human handoff.
Engineering Leadership
Architecting trustworthy, observable AI infrastructure for high-scale enterprise operations.
Why We Built an Agent Platform Rather Than Another Chatbot
For years, companies were promised that conversational AI would revolutionize customer operations. Instead, businesses were left with brittle rule-based decision trees that infuriated users or black-box wrappers that hallucinated false policies and leaked confidential data.
We created Sarvadrik AI on a simple, non-negotiable principle: Production AI must be observable, controllable, and grounded.
Our platform replaces black-box guessing with structured vector retrieval, verifiable company knowledge, multi-model execution routing, and seamless human-in-the-loop escalation. When an AI agent answers your customer, it cites verified business documentation. When confidence drops, it passes the customer to a real human without losing a single line of context.
Verified Knowledge Grounding
Answers originate strictly from uploaded company documents.
Multi-Model Agnostic Routing
Choose GPT-4o, Claude 3.5 Sonnet, or Gemini 2.0 per agent.
Engineered for Mission-Critical Business Workflows
Four fundamental architectural pillars distinguish Sarvadrik AI from superficial AI wrappers.
Radical Observability
No black boxes. Every agent run exposes its raw latency, token breakdown, prompt template, and tool calls in real-time execution logs.
Multi-Model Orchestration
Avoid vendor lock-in. Assign GPT-4o-mini for rapid customer FAQs and Claude 3.5 Sonnet for deep technical reasoning or complex contract workflows.
Deterministic Governance
Strict HTTP Origin domain allowlisting, Row-Level Security (RLS) in Supabase, and encrypted credential storage guarantee total tenant isolation.
Human-in-the-Loop Supremacy
When automated confidence drops below threshold, conversations seamlessly transfer to your human team with complete transcript and lead context.
High-Availability AI Orchestration Across 28 Edge Regions
Enterprise customer engagements cannot tolerate service interruptions. Sarvadrik AI operates on an intelligent routing mesh that evaluates live inference availability across multiple foundation LLM providers. If an upstream API encounters packet loss or elevated latency, queries automatically failover to standby frontier models in under 200 milliseconds.
The Journey Towards Dependable Autonomous Software
Milestones in our quest to bring deterministic, enterprise-grade AI execution to real-world teams.
The Architecture Genesis
Founded to solve the brittle chatbot problem. Designed the core multi-agent execution runtime and vector knowledge grounding engine.
Multi-LLM Orchestration & RAG
Introduced vendor-agnostic LLM routing across OpenAI and Anthropic, sub-second vector embeddings, and real-time CRM lead capture.
Autonomous B2B Ecosystem
Expanded to high-frequency live telemetry, domain-whitelisted widget embeds, and full-spectrum enterprise support automation.
What Guides Every Engineering Decision We Make
Helpful over Hyped
We don't sell speculative sci-fi. We ship concrete software that saves engineering and support hours today.
Observable by Default
If an AI decision cannot be audited, explained, or corrected by an operator, it should not run in production.
Privacy as a Foundation
Customer data belongs solely to the business. We never train public models on your proprietary company knowledge.
Engineered for Resilience
Automated upstream provider failovers ensure your customer touchpoints stay responsive even if an AI vendor degrades.
Ready to Experience Observable AI for Your Business?
Join forward-thinking companies automating customer support, qualifying leads 24/7, and unlocking company knowledge with Sarvadrik AI.
30-day trial • Zero infrastructure setup • Dedicated enterprise support