Apptio
Trusted Technology Investment Decisions
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Latest posts
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Turn Complex Data into Trusted Insights with IBM Apptio’s AI Data Assistant
Organizations and enterprise systems have more data than ever before, broadly categorized as financial, operational, cloud, vendor, contracts, assets, labor or workforce data. Yet having more data does not automatically lead to improved information or better insights. Before it…
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FinOps Was Built for Cloud. Here’s How It Adapts for AI
AI adoption is moving fast, and the teams responsible for managing its costs are trying to keep up. Between new models, agentic applications and changing pricing structures, even figuring out what the organization is using can be a challenge. On our blog we’ve discussed…
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IBM Kubecost 3.3: MCP Server, AWS NAT Gateway Costs, and Automated Namespace Cleanup
IBM Kubecost 3.3 is here, with four primary updates: our new MCP server, refreshed Monitor pages, AWS NAT Gateway costs and expanded visibility into additional network costs, and the return of the Namespace Turndown action. The release also includes several smaller updates, such…
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The Hidden Costs of AI: 7 Cost Drivers Your Enterprise AI Spend May be Missing
Ask most enterprises what their AI costs, and they’ll point at tokens. It’s the number on the invoice. The number in the pricing calculator. The number that often finds its way into the business case. But tokens are only part of the story. A 2025 survey of 372 companies by…
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The Real Cost of an AI Use Case Is Hiding Across Multiple Bills
Think about the sledgehammer game at a carnival. Ring the bell, win the oversized teddy bear, feel like a champion. Nobody stops to ask whether the bear cost more to win than it would have cost to buy. Many enterprises are in roughly the same place with AI today. They can see…
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What do we do now? FinOps and AI Unit Economics
FinOps teams are increasingly overwhelmed by where to begin when managing AI costs. Unlike traditional cloud workloads, AI introduces volatile token consumption, shared models, rapid experimentation, and limited cost attribution. This data looks markedly different from the…
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New 2026 FinOps Rankings Are In: IBM Cloudability Named a Leader by Omdia
If you’ve been tasked with evaluating FinOps platforms, you already know the challenge. Vendor messaging across this market sounds remarkably similar, with each provider promising unified visibility, optimized costs, and a clear line from cloud spending to business value. From…
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AI Is Rewriting the Rules of Cloud Spend. Are You Still Using the Old Playbook?
Generative AI costs and usage have moved faster than the financial practices meant to govern it. The result is a new reality for technology leaders: AI is everywhere in the business, but nobody can say exactly what it costs. One business unit runs a Claude model through a SaaS…
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AI Unit Economics: The Metric Every FinOps Team Needs to Know
Every organization is trying to manage rapidly growing investments in models, tokens, GPUs, data, infrastructure, and AI services. With skyrocketing costs, expensive sprawl, and increased scrutiny, technology leaders are facing a critical question: What value are we getting from…