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This video shows how the AI intelligence page measures what your AI spend returns. It takes about 6 minutes.

Agentic maturity: the 5 levels of each pull request, and the headline level weighted by delivery.

AI cost: spend reported by each AI tool provider (on-demand plus usage included in the plan), and the estimated Devin spend.

Cost per delivery point: AI spend of active people divided by their delivery points. Lower is better.

The three views ($/point, $/1M tokens, tokens/point) and the three worlds (All, AI-assisted, Agents).

Where the money goes, and who is getting value from AI.

AI budgets: rules, people within budget and excess spend.

AI leverage hours on the Impact page, when it is enabled for your organization.

- Agentic maturity: the 5 levels of each pull request, and the headline level weighted by delivery.
- AI cost: spend reported by each AI tool provider (on-demand plus usage included in the plan), and the estimated Devin spend.
- Cost per delivery point: AI spend of active people divided by their delivery points. Lower is better.
- The three views ($/point, $/1M tokens, tokens/point) and the three worlds (All, AI-assisted, Agents).
- Where the money goes, and who is getting value from AI.
- AI budgets: rules, people within budget and excess spend.
- AI leverage hours on the Impact page, when it is enabled for your organization.

All the numbers in the video are examples.

<a href="https://help.pensero.ai/en/articles/12960240-understanding-ai-economics">Understanding AI Economics</a>

A 6-minute narrated video about how the AI intelligence page measures AI spend, cost per delivery point, value and AI budgets.

Video: AI cost and ROI

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Video: AI cost and ROI

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