SVAHNAR platform provides the tools required to build, deploy, and interact with AI agents, from simple agents to multi-agent AI projects. SVAHNAR platform lets you connect LLMs to the tools you already use, including documents, databases, vector stores, APIs, MCP servers, cloud functions, applications, and even web search. With these building blocks in place, you can create production-ready AI agents that take actions. These agents can be used directly from SVAHNAR’s chat interface or embedded into any application through SVAHNAR’s Agents over API, giving developers, employees, and end users an easy way to access powerful AI agents.

SVAHNAR Enterprise is the enterprise-grade version of the SVAHNAR Platform, offering unlimited seats, enterprise SSO, higher rate limits for high-traffic customer applications, and custom tools tailored for large organizations deploying agentic AI at scale.

SVAHNAR Platform is designed to bridge the gap between your data and the people who need it, whether they are your employees or your customers. It acts as the central operating system for your organization's intelligence, allowing you to:

• Empower Every Employee: Employees can access powerful AI Agents through an intuitive chat interface to solve problems instantly.
• Delight Your Customers: Embed custom AI agents directly into your product, website, or customer portal using SVAHNAR Agents Over API. This allows your end users to chat with your data, get support, or perform tasks within your application.
• Build Your Way: Deploy ready-to-use agents immediately, or create custom agents grounded in your data using our no-code SVAHNAR Agent Console or via YAML. Both take less than 15 minutes to build and deploy.
• Maintain Control: We prioritize data integrity for both internal and external traffic. The platform ensures strict security, privacy, and governance over every agent, regardless of who is using it.

SVAHNAR is designed for any organization that wants to turn its data into instant action for employees and customers. It specifically empowers:

• Product & Customer Experience Teams: To build embedded AI agents inside their SaaS products or websites to help users navigate features, troubleshoot issues, or retrieve account data.
• Knowledge Workers (Sales, Marketing, Finance): To instantly retrieve competitive intelligence, generate content, and automate reporting tasks without searching through endless documents.
• Technical Teams (IT, Engineering): To deflect repetitive support tickets and instantly access technical documentation or codebases.
• Operations & HR: To automate employee onboarding, policy inquiries, and internal support, freeing up staff for high-value work.
• Frontline Staff (Warehouse, Retail, Logistics): To get immediate answers on inventory, shipping status, or product details directly from their mobile devices or handhelds.

SVAHNAR BYOAI (Bring Your Own AI) is a feature that allows organizations to connect their existing cloud AI instances—such as Azure OpenAI or AWS Bedrock—directly to the SVAHNAR Platform. Its primary purpose is to ensure data privacy and sovereignty. By using your own AI instances:

• Data handling is governed by your organization's existing enterprise agreements with those providers.
• It guarantees that your proprietary data is never used to train Large Language Models (LLMs).

SVAHNAR BYOM (Bring Your Own Memory) allows organizations to connect their existing vector databases, such as Pinecone, Weaviate, or Qdrant directly to the SVAHNAR Platform. This ensures your agents can access your organization's existing knowledge base without data duplication or migration.

• Seamless Integration: Instantly connect your existing vector stores to power agent memory.
• No Vendor Lock-in: Keep your long-term memory and embeddings in your preferred vector database provider.

No, we adhere to a strict zero-retention policy regarding your proprietary data for model training. SVAHNAR does not use your documents, or interactions to train our platform or any Large Language Models (LLMs). Our architecture is built on privacy-first principles:

• Data Sovereignty: Your data remains isolated within your specific instance.
• Bring-Your-Own-AI (BYOAI): When you connect your own cloud AI instances (like Azure OpenAI or AWS Bedrock), your data handling is governed by your existing enterprise agreements with those providers, ensuring it is never used for model training.

SVAHNAR is built to sit seamlessly on top of your existing tech stack without disrupting workflows. Our integration architecture is flexible and secure:

• Universal Connectivity: We connect to your data wherever it lives—documents, SQL/NoSQL databases, vector stores, and internal APIs—typically in read-only mode to ensure data integrity.
• Standard Protocols: We support the Model Context Protocol (MCP), allowing agents to interface securely with remote servers.
• Embedded Everywhere: With SVAHNAR Agents over API, you can embed your AI agents directly into your existing portals (like your internal portals, customer platforms, or custom dashboards) with just 6 lines of backend code.
• Cloud Function Support: Easily trigger cloud functions (AWS Lambda, Google Cloud Functions) to let agents perform specific, authorized actions based on user requests.