Govern AI at the Speed Teams Adopt It

Control which models and agents teams use, attribute every dollar, and prove AI’s value.
TokenOps gives cross-functional teams one place to see, control, and prove the value of AI investments across the enterprise.

Product Overview

Govern AI Alongside Your Multi-Cloud Estate

AI is advancing faster than the controls around it. New models arrive every month, and autonomous agents now carry out tasks across business applications with less human oversight. More than 75% of organizations say AI adoption is outpacing their governance capabilities. 1

Native AI cost tools report on one provider at a time, creating a fragmented picture of AI spend usage. With TokenOps, FinOps teams can quickly onboard providers and services to gain a unified view of their AI estate, confidently attribute spend across users, agents, teams, and business units, and enforce guardrails to control which models and services their teams use. Identify which AI investments are returning value, retire those that aren’t, and defend ongoing AI commitments to executive stakeholders and board members.

Streamline Governance

Govern AI with the same attribution, policies, and evidence trail you already use for cloud.

Optimize Spend

See spend across providers and services in one view, down to the model, agent, and user, to identify savings opportunities.

Enforce Controls

Approve which models teams can call and screen prompts for sensitive data before requests run.

Capabilities

Discover, Prove, and Govern AI From One Platform

Onboard the AI providers, services, and agents your teams already use along with any additional configurations. TokenOps maps where spend comes from, ties it to business outcomes, and keeps usage within approved boundaries. 

Attribute Spend

Map spend at the user, agent, team, and business unit (BU) level, as well as for each AI workload to ensure charges are correctly attributed to the teams that drive them.

Prove Value

Unit economics including cost per user, agent, application, session, or pull request, tie ongoing AI investments to business outcomes, enabling teams to measure which investments pay off.

Maintain Control

Set model allow-lists, screen prompts for PII, and track progress with a single governance score.

Recognition

Esteemed Industry Endorsements & Awards

Delve into the realm of industry recognition as CoreStack and its groundbreaking solutions earn accolades from renowned analyst firms like Gartner, Forrester, IDC, and esteemed authorities such as Frost & Sullivan, S&P Global, Deloitte, and GeekWire. Uncover our proud moments of achievement, including prestigious awards like Inc. 5000, reaffirming our dedication to innovation and excellence in the field.
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request a demo

Govern Your AI Estate

Find out what AI models and agents your teams are running, how much it all costs, and whether it is delivering value.

Citations

  1. New IBM Study Finds CIOs and CTOs Face Growing AI Control Gap as Enterprise Deployment Scales,
    IBM, 2026

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CoreStack Launches TokenOps to Govern AI Economics

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