Tie every dollar of spend to what it delivers.

Show value, not just costs

AI investments only matter if they drive real impact. Mavvrik goes beyond cost control to help you prove value. Map infra spend to outcomes like revenue, engagement, or operational savings, so you can connect every dollar to real business results.

Connect spend to revenue metrics

See cost-per-demo, cost-per-conversion, or cost-per-claim across customer journeys.

Compare AI use cases across teams

Spot which models or workflows are delivering business impact – not just burning LLM tokens.

Justify infrastructure budgets with business KPIs

Tie infra requests to tangible results, from support automation to sales acceleration.

Track cost efficiency over time

Show progress with trendlines, not just totals. Turn cost into a growth conversation.

Cost per outcome reporting

Track spend by conversion, event, or goal.

Cost allocation

Attribute cost by feature, team, or use case.

Margin forecasting

Model how outcomes will shift with scale.

Perspectives dashboards

Create executive views that tie usage to results.

Virtual tagging

Correlate cost to KPIs – even without clean data.

Line item drill downs

Get granular visibility into what’s driving spend.

Chris Overton

FAQs

Your questions, answered.

Why isn’t tracking AI costs enough?

Knowing spend is half the story. You need to connect cost to outcomes like revenue, engagement, or efficiency. Without that link, you can’t prove AI ROI.

How does Mavvrik map spend to business impact?

We let you tie infrastructure costs to any outcome metric: revenue, adoption, churn reduction, or savings. That means you can measure ROI in real time, at the model, feature, or customer level.

What’s the danger of funding AI without cost-to-outcomes visibility?

It’s how projects become science experiments, expensive but not defensible. Mavvrik ensures every AI dollar spent can be tied to business value.

Why can’t most FinOps tools provide cost-to-outcomes?

Traditional FinOps tools were designed for static cloud tracking, not dynamic AI metrics. Mavvrik is built to bridge financial and product data so investments are prioritized by impact, not just spend.

NO RISK PROOF OF VALUE

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