AI TokenScope

TokenScope provides essential visibility and control over enterprise foundational model expenditures. Key features include: • Real-time spend tracking by team, department, and project • Budget enforcement at the request level • Relevance scoring for model use • Full audit logging and cost reporting • Zero code changes for integration This platform functions as a proxy, seamlessly integrating with existing infrastructure by simply changing an environment variable. It captures every request made to foundational models, attributing costs, and scoring usage against defined project parameters. This ensures that model interactions remain on-topic and within approved financial limits, eliminating post-invoice budget surprises. TokenScope empowers finance, operations, and business owners with detailed, board-ready cost reports and real-time dashboards for complete financial oversight. Development teams benefit from an unchanged workflow, while organizational leaders gain confidence in their model investments. It catches wasteful spending proactively and provides a shared knowledge base to optimize token usage. Ideal for engineering teams, product managers, and financial controllers at organizations using large language models. It transforms opaque model spending into a transparent, accountable, and controlled resource, supporting scalable and responsible deployment.