Kuldeep Paul

Kuldeep Paul

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

AI Governance for Regulated Industries: The Endpoint Problem

AI Governance for Regulated Industries: The Endpoint Problem

AI governance for regulated industries fails at the endpoint, where employees run ungoverned AI tools. Bifrost extends that governance to every machine. Regulated industries operate under audit, data residency, and access control requirements that apply to every system touching sensitive data. AI governance for regulated industries has to extend those

Building an Audit Trail and Governing Every AI Interaction in Enterprises

Building an Audit Trail and Governing Every AI Interaction in Enterprises

Bifrost is the open-source AI gateway for building a complete AI audit trail and governing every AI interaction, from the data center to every laptop. Most enterprises can account for only a fraction of the AI requests their employees send each day, because the only traffic that gets logged

Governing AI Coding Agents at Scale: Claude Code, Cursor, and Codex

Governing AI Coding Agents at Scale: Claude Code, Cursor, and Codex

Bifrost is one control plane for governing AI coding agents like Claude Code, Cursor, and Codex, with Bifrost Edge extending it to every machine. AI coding agents like Claude Code, Cursor, and Codex now run across hundreds or thousands of developer machines in a typical engineering organization, and most of

MCP Security Risks and How to Mitigate Them

MCP Security Risks and How to Mitigate Them

Bifrost is the open-source AI gateway that governs MCP security risks centrally, while Bifrost Edge extends that same governance to every endpoint machine. The Model Context Protocol (MCP) lets AI applications discover and call external tools at runtime, which means every connected MCP server becomes a new trust boundary

MCP Server Governance Across the Gateway and Endpoint

MCP Server Governance Across the Gateway and Endpoint

MCP server governance controls which MCP servers, tools, and users are allowed across your AI traffic. Bifrost enforces it at the gateway and the endpoint. Most organizations cannot produce a list of the MCP servers running inside the AI tools their employees use every day. Model Context Protocol (MCP) servers

Shadow MCP: The Ungoverned AI Tools Risking Your Data

Shadow MCP: The Ungoverned AI Tools Risking Your Data

Bifrost governs shadow MCP by inventorying every ungoverned MCP server configured across your fleet and enforcing allow or deny policy on each device. Shadow MCP is the set of Model Context Protocol (MCP) servers that employees connect to their AI tools without any security or governance layer in between. These

Governing AI in the Browser: ChatGPT, Claude.ai, and Beyond

Governing AI in the Browser: ChatGPT, Claude.ai, and Beyond

Bifrost is the AI gateway and policy engine for governing AI in the browser, with Bifrost Edge extending those controls to ChatGPT web, Claude.ai, and beyond. Most enterprise access to generative AI now happens inside the browser. Menlo Security's 2025 research found that roughly 80% of generative