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Status Under review
Workspace Cloudability
Created by Guest
Created on Mar 18, 2026

Cloudability integration of LiteLLM

The integration of LiteLLM in Cloudability would be very usefull to perform showback and chargeback of AI costs on each team/user that generate a specifc cost.

 

As enterprise AI adoption accelerates, organizations face an increasingly critical challenge: gaining financial visibility and accountability over LLM-related spending. Today, most AI costs generated by different teams, projects, and individual users remain opaque, making accurate showback and chargeback virtually impossible.

LiteLLM is an open-source gateway that provides a unified API layer across 100+ LLMs, natively supporting cost tracking per token, per user, per team, and per organization. It already enables granular spend logging, budget enforcement, custom pricing overrides, and provider-level discount management.

 

Integrating LiteLLM's cost telemetry into IBM Cloudability would bridge a significant gap in the current FinOps landscape by enabling organizations to:

  • Perform precise showback and chargeback of AI/LLM costs attributed to each team, user, or project — just as they do today for traditional cloud resources.
  • Extend Cloudability's FinOps governance — recognized as a Leader in both the 2024 Forrester Wave and the 2024 Gartner Magic Quadrant for Cloud Financial Management Tools — into the fast-growing domain of AI cost optimization.
  • Complement recent IBM investments, such as Kubecost 3.0 (with advanced GPU monitoring) and Cloudability Governance, by adding a dedicated layer for LLM spend visibility that currently no major FinOps platform fully addresses.

 

This integration would position Cloudability as the first enterprise-grade FinOps platform with native AI inference cost allocation, aligning with the industry's urgent need to treat AI spending with the same rigor applied to cloud infrastructure

Idea priority High
  • Guest
    Mar 18, 2026

    This would be very usefull!