The era of tokenmaxxing seems to have come to an end, and surprisingly fast. Only a year ago, many organizations were encouraging employees to experiment… Read More »Model Routing vs. AI Gateway: What’s the Difference?
Most organizations started with a single LLM and a handful of use cases. As new models entered the market, however, they discovered that no single… Read More »AI Gateways Guide: How To Reduce Costs Without Sacrificing Performance
In the previous articles in this series, we looked at SAP tokenomics from two angles: how SAP AI Units work, and how companies can gain… Read More »Model Routing in SAP: How to Assign the Right Model to Every Task
Getting funding for an AI project can be an uncomfortable conversation. You may know the project has potential. You may have a working prototype, interested… Read More »What Types of AI Projects Get Funded?
GO BACK TO INSIGHTS Many organizations are tracking prompts, active users, token consumption, and adoption dashboards. But the real question is whether AI is improving… Read More »Understanding AI Types of Value: Soft ROI vs. Hard ROI
For most of AI’s recent history, humans decided what needed to be done and used models to accelerate parts of the work. That division is… Read More »AI FinOps and the New Economics of Autonomous AI
Following our series on SAP tokenomics, one question kept coming up: which SAP tool should you use for what? The answer is not always obvious.… Read More »How to Choose the Right SAP Tool for AI Consumption Management
SAP AI Units can feel confusing at first. And honestly, that is understandable. SAP is trying to create a simpler way to package and charge… Read More »How to control Joule and AI Unit spending in SAP
SAP is trying to move the AI pricing conversation away from tokens and toward business outcomes. And honestly, that is probably the right instinct. Most companies do… Read More »What Is the General Landscape of Tokenomics in SAP?
Historically, the competitive advantage in chemical manufacturing was largely tied to production capacity. Companies invested in plants, expanded output, improved yields, and pursued economies of… Read More »How Can SAP Improve Chemical Manufacturing? The New Industry Priorities
