Kuldeep Paul

Kuldeep Paul

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

Detecting Shadow AI: Identifying Unapproved AI Tools Across the Organization

Detecting Shadow AI: Identifying Unapproved AI Tools Across the Organization

Bifrost and Bifrost Edge provide the fleet-wide AI tool inventory and detection capabilities enterprises need to identify and govern unapproved AI tools before they become security incidents. Companies with more than 1,000 employees manage an average of 250 unauthorized AI tools running in parallel, according to research aggregated

Ungoverned MCP Servers: The New Shadow IT Risk, and How an MCP Gateway Contains It

Ungoverned MCP Servers: The New Shadow IT Risk, and How an MCP Gateway Contains It

Bifrost as an MCP gateway centralizes governance, authentication, and audit logging for all MCP server connections, addressing the shadow IT risk that unmanaged MCP servers create across enterprise AI environments. Between January and February 2026, researchers filed 30 CVEs against MCP infrastructure in 60 days, according to analysis by Aembit

The Blind Spot in AI Governance: Browser and Desktop AI Tools

The Blind Spot in AI Governance: Browser and Desktop AI Tools

Bifrost and Bifrost Edge extend AI governance beyond the gateway to the browser, desktop, and terminal AI tools employees use every day, eliminating the visibility gap no traditional policy layer can close. Enterprise AI governance programs are built around the assumption that AI traffic flows through controlled infrastructure: APIs configured

Endpoint AI Governance: Controlling AI Where Employees Actually Use It

Endpoint AI Governance: Controlling AI Where Employees Actually Use It

Bifrost and Bifrost Edge extend centralized AI governance to every machine in the organization, closing the shadow AI gap between approved infrastructure and the AI tools employees actually use. 98% of organizations have employees using AI tools that were never reviewed or approved by IT or security teams, according to

AI Endpoint Security: Governing AI on Every Machine

AI Endpoint Security: Governing AI on Every Machine

Bifrost is an open-source AI gateway that, with Bifrost Edge, extends AI endpoint security to every laptop: desktop apps, browser AI, coding agents, and MCP servers. AI endpoint security is the practice of governing the AI tools that run directly on employee machines, including desktop chat apps, browser-based

From AI Gateway to the Endpoint: Closing the Last Mile of AI Governance

From AI Gateway to the Endpoint: Closing the Last Mile of AI Governance

Bifrost extends endpoint AI governance to every machine, applying gateway policies (virtual keys, budgets, guardrails) to the AI employees actually use. AI governance has matured fastest at the gateway, the single point where requests to language models are routed, authenticated, budgeted, and logged. The catch is that a gateway only

Best Endpoint AI Governance Tools: A 2026 Buyer's Guide

Best Endpoint AI Governance Tools: A 2026 Buyer's Guide

What endpoint AI governance actually is, the criteria that separate a real control from a checkbox, the categories of tools you will compare, and how an AI gateway paired with Bifrost Edge brings AI on every machine under governance. On most company laptops, AI tools are already running. An engineer