Kuldeep Paul

Kuldeep Paul

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

Governing Claude Desktop in Enterprises

Governing Claude Desktop in Enterprises

Governing Claude Desktop in enterprises means routing its AI traffic through Bifrost. The gateway sets policy; Bifrost Edge enforces it on every machine. Claude Desktop is installed on engineering and knowledge-worker laptops across most enterprises, and in many of those organizations nothing sits between the app and the model

How to Govern Claude, ChatGPT, and Gemini Without Blocking Them

How to Govern Claude, ChatGPT, and Gemini Without Blocking Them

Learn how to govern Claude, ChatGPT, and Gemini usage in the browser and desktop without blocking them. Bifrost routes endpoint AI traffic through one policy layer so guardrails, budgets, and audit logs apply everywhere. Most enterprise data exposure through AI starts with an ordinary action: an employee pastes source code,

What Is Shadow AI? The Ungoverned AI Risk Inside Every Company

What Is Shadow AI? The Ungoverned AI Risk Inside Every Company

Shadow AI is the ungoverned use of AI tools inside a company. Learn what it is, why it creates risk, and how Bifrost governs it from gateway to endpoint. Shadow AI is the use of AI tools, assistants, and models inside an organization without formal approval, security review, or governance.

How to Govern Shadow AI Usage Across Enterprises?

How to Govern Shadow AI Usage Across Enterprises?

Shadow AI spreads when employees use AI tools never routed through a security control. Bifrost governs it by extending the AI gateway to every endpoint. One in five organizations has already experienced a data breach linked to shadow AI, the unsanctioned use of AI tools by employees, according to IBM&

Route Claude Code Through Cerebras Using Bifrost

Route Claude Code Through Cerebras Using Bifrost

Bifrost is an open-source AI gateway that connects Claude Code to any LLM provider, including Cerebras, through a single unified endpoint. This guide walks through the full setup, from adding the Cerebras provider to pinning models in Claude Code's settings. Claude Code depends on fast model responses

How to Govern MCP Tool Execution with Bifrost MCP Gateway

How to Govern MCP Tool Execution with Bifrost MCP Gateway

Governing MCP tool execution means controlling which tools a model can run and who can run them. Bifrost enforces approval, filtering, and audit at the gateway. By default, the Model Context Protocol treats tools as model-controlled: a language model can discover and invoke them automatically based on the conversation.

Agent Mode: Autonomous MCP Tool Execution with Bifrost

Agent Mode: Autonomous MCP Tool Execution with Bifrost

Bifrost Agent Mode enables autonomous tool execution in an MCP gateway, running approved tool calls automatically with configurable, per-tool auto-approval. By default, an MCP gateway returns an LLM's tool calls to the application, which decides what runs and when. Agent Mode changes that by enabling autonomous