Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS

AI Governance with Virtual Keys for LLM and MCP Traffic

AI Governance with Virtual Keys for LLM and MCP Traffic

Bifrost brings AI governance with virtual keys to LLM and MCP traffic, giving enterprise teams one control point for access, budgets, and tool permissions. According to IBM's 2025 Cost of a Data Breach Report, 97% of organizations that suffered an AI-related breach lacked proper access controls on

AI Guardrails at the Gateway: Catching Hallucinations on Every Model Response

AI Guardrails at the Gateway: Catching Hallucinations on Every Model Response

Bifrost applies AI guardrails to every model response at the gateway, catching hallucinations, PII, and unsafe output before they reach users or systems. A large language model can return a fluent, confident answer that is factually wrong or unsupported by the context it was given, and once that response leaves

Enterprise AI Guardrails: Securing Prompts at the Gateway

Enterprise AI Guardrails: Securing Prompts at the Gateway

Bifrost enforces enterprise AI guardrails at the gateway, validating every prompt for injection, PII, and credential leakage before it reaches any LLM provider. Prompt injection ranks as the top security risk in the OWASP Top 10 for LLM Applications 2025, and sensitive information disclosure sits at number two. Both risks

How to Cut LLM API and Token Costs in 2026

How to Cut LLM API and Token Costs in 2026

Bifrost is the open-source AI gateway for cutting LLM API costs: route each request to the right model, cache repeats, and enforce budgets per provider. Enterprise spending on large language model APIs reached an estimated $8.4 billion in 2025, and audits of production AI applications routinely find that

Best Self-Hosted Open-Source LLM Gateways for Enterprise AI in 2026

Best Self-Hosted Open-Source LLM Gateways for Enterprise AI in 2026

Compare the best self-hosted open-source LLM gateways for Enterprise AI in 2026 on performance, MCP support, governance, and deployment. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Enterprise AI teams in regulated industries cannot route

How to Connect Multiple MCP Servers Through One Gateway

How to Connect Multiple MCP Servers Through One Gateway

Connect multiple MCP servers and tools through one gateway. Bifrost unifies every server behind one endpoint with shared auth, tool filtering, and governance. A team running ten MCP servers across filesystems, databases, GitHub, Slack, and internal APIs maintains ten separate connections, ten sets of credentials, and ten tool catalogs that

Best Open Source MCP Gateways in 2026

Best Open Source MCP Gateways in 2026

Compare the best open source MCP gateways for production AI agents in 2026 on performance, governance, and deployment. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. The Model Context Protocol (MCP) reached 97 million monthly SDK downloads