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WrangleAI

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WrangleAI is an enterprise platform for AI FinOps, governance, and optimization. It helps organizations see what AI they are running across providers such as OpenAI, Anthropic, Google, and Azure — who owns it, what it costs, and whether it is approved — then control and reduce that spend. Meter, built on Unified AI Inventory, is the SaaS control surface. It shows token-level cost, requests, and spend by team, project, and API key; maps usage to the business with Synthetic Groups; and supports budgets, alerts, forecasts, and audit logs. Code- and app-level discovery finds unmanaged keys, SDKs, and apps that account-connected tools miss, and registers them in the same inventory used for allocation and governance. SmartRouter is the middleware gateway. One OpenAI-compatible API sits in the request path, routes each call to the optimal model for cost, speed, and quality, and applies DLP and policy before data leaves — without rewriting applications. WrangleAI benchmarks show up to ~60% lower AI spend versus unrouted premium-default traffic. WrangleAI is available on AWS Marketplace and Google Cloud Marketplace, and is named a sample vendor in Gartner’s Hype Cycle for FinOps (FinOps for AI, June 2026).

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