TokenPilot

Solutions de prévention des pertes de données (DLP)

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TokenPilot Risks Scenarios Agent loops Retry storms Test waste Employee anomalies is an AI-powered governance platform designed for teams using large language model APIs, AI agents, and automated workflows to monitor, detect, and mitigate abnormal token consumption and operational risks. Its main features include real-time detection of high-risk scenarios such as runaway tokens caused by infinite loops, excessive retries due to API failures, misuse of expensive models in non-production environments, and unauthorized employee interactions, as well as extensive tracing and diagnostic reporting to identify root causes and recommend governance actions, thereby preventing unexpected bill spikes and optimizing budget allocation. It is intended for AI teams, developers, data scientists, and operations professionals seeking to ensure cost-efficiency, prevent financial surprises, and maintain control over AI infrastructure and usage.

TokenPilot se trouve dans Data Loss Prevention (DLP) Solutions catégories.

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Détails

Principales caractéristiques de TokenPilot

• Scenarios
  It shows examples of risky situations like runaway tokens and test waste.
• Test waste
  It finds high costs from using models for testing or debugging.
• Agent loops
  It finds when AI agents get stuck in repeating tasks.
• Retry storms
  It detects when too many retries cause extra costs.
• Employee usage
  It monitors individual employee activity to prevent hidden costs.
• Find anomalies
  It looks for token spikes, infinite loops, retries, or test waste.
• Product Report
  It gives a free report with details about AI usage and problems.
• Failure pattern
  It describes common ways AI calls can go wrong, like loops or retries.
• Incident signal
  It detects signs of problems such as sudden cost increases or errors.
• TokenPilot Risks
  It detects abnormal or risky model calls to prevent cost spikes.
• Automatic retries
  It notices when repeated API calls raise costs due to retries.
• Locate root cause
  It traces issues back to specific agents, APIs, or calls.
• Test environments
  It identifies when testing uses real models and costs real money.
• Employee anomalies
  It tracks how employees use AI to find unusual activity.
• Get diagnosis free
  You can get a free diagnosis to understand your AI costs and risks.
• Detect, trace, govern
  It finds problems, traces their roots, and helps manage risks.
• Error and cost spikes
  It shows when error rates, delays, and costs all increase together.
• Non-production traffic
  It tracks testing or debugging traffic that accidentally spend money on production bills.
• View high-risk scenarios
  It displays situations where AI usage might cause big costs.
• Failure pattern in testing
  It finds when high-cost models are used in non-production settings.
• Make runaway tokens visible
  It shows when tokens are being used excessively or unnecessarily.
• Night spikes and abnormal use
  It detects unusual activity during non-work hours or strange usage patterns.
• When calls run away, bills run away
  It explains how abnormal calls can cause unexpectedly high bills.

Insignes

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