TokenScope: AI Spend Visibility

Organizations struggle to understand how token‑based AI pricing translates to actual spend, leading to hidden costs and budget overruns. TokenScope provides real‑time token usage dashboards, cost forecasting, and automated optimization recommendations across multiple AI providers, enabling teams to budget accurately and eliminate surprise charges.