Kamya Shah

Kamya Shah

5 MCP Governance Features Enterprises Should Demand

5 MCP Governance Features Enterprises Should Demand

The five MCP governance features every enterprise should demand from an AI gateway. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Every MCP server an enterprise connects to its AI agents adds tools the agents can call,

Shadow AI: getting visibility and control

Shadow AI: getting visibility and control

Most ungoverned LLM usage runs on employee machines and never crosses the corporate network, which is what makes shadow AI so hard to see. This article explains what shadow AI is, why existing controls miss it, and how the Bifrost AI gateway and Bifrost Edge together bring ungoverned AI under

Best MCP Gateways in 2026

Best MCP Gateways in 2026

Compare the best MCP gateways in 2026 on governance, performance, and deployment for production AI agents. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Anthropic introduced the Model Context Protocol (MCP) in November 2024, and within two

Top 5 Enterprise AI Gateways in 2026

Top 5 Enterprise AI Gateways in 2026

Compare the top enterprise AI gateways in 2026 on performance, governance, failover, and routing. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Gartner predicts that 40% of enterprise applications will be integrated with task-specific AI agents

Role-Based LLM Access for Engineering, Sales & Exec Teams

Role-Based LLM Access for Engineering, Sales & Exec Teams

Set up role-based LLM access for engineering, sales, and executive teams with Bifrost. Scope models, budgets, rate limits, and tool permissions by role. Most organizations hand every employee the same API key to a shared LLM account, which means a sales rep drafting an email and an engineer running

What Is AI Governance and Why Is It Needed

What Is AI Governance and Why Is It Needed

AI governance is the set of policies and controls that keep enterprise AI secure, compliant, and cost-bounded. Learn why it matters and how Bifrost enforces it. AI governance is the set of policies, controls, and processes an organization uses to manage how AI systems are accessed, used, secured, and

How to Stop Your AI From Leaking PII or Unsafe Output

How to Stop Your AI From Leaking PII or Unsafe Output

Learn how to stop your AI from leaking PII or returning unsafe output to customers by enforcing real-time guardrails at the gateway layer with Bifrost. Customer-facing AI applications fail in two costly ways: they return personally identifiable information (PII) that should never leave the system, and they produce