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Are Your Developers Actually Using Claude Code? Measuring AI Coding Tool ROI | Revenium

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Your engineering team has seats in Claude Code, Gemini, or both. Do you know how many had an active session this week? Which developers are using them daily versus not at all? Most engineering leaders can't answer those questions, and that's the gap this video addresses.

Revenium's provider dashboard consolidates unattributed AI spend across all major providers into a single view, with two capabilities covered here. First, provider spend consolidation: pull spend across multiple API keys, group by team, and surface a top-level budget picture. Teams often discover provider overlap or underutilized contracts at this stage.

Second, coding assistance utilization: beyond subscription cost, Revenium tracks session volume, token consumption, and request frequency per developer for Claude Code, Gemini, and more — so you can see which seats are generating value and which are idle.

This is the unattributed foundation layer. It's not where Revenium differentiates, but it's the data you need before cost attribution makes any sense. The more interesting work starts in the next video.

Jason Cumberland
Jason Cumberland
CPO, Co-founder Revenium
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