AI Spend Is Rising Faster Than Visibility
Organizations invest in AI tools to improve productivity and accelerate execution. As usage grows, costs increase across licenses, consumption-based pricing, and supporting infrastructure. Without clear visibility into value delivered, leaders struggle to understand whether AI investments are paying off.Reliable cost and ROI measurement is required to manage spend and allocate AI budgets with confidence.
AI Costs and Value Are Tracked in Different Systems
AI usage data lives in AI platforms, while cost information sits in finance systems and procurement tools. Productivity gains are measured separately, if at all. These signals are rarely connected, leaving teams without a consistent view of how AI spend relates to outcomes.As a result, leaders lack a shared understanding of which tools, teams, or use cases deliver real return.
Unmeasured AI Spend Leads to Waste and Uncertainty
When AI cost efficiency is not measured, low-value usage persists and high-impact initiatives are harder to identify. Budgets are allocated based on assumptions instead of results. Over time, this limits confidence in scaling AI and increases pressure to reduce investment rather than optimize it.Without clear ROI KPIs, AI spend becomes difficult to defend or prioritize.
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What You’ll Gain With TargetBoard
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Trusted Cost Visibility
See where AI spend is concentrated and how usage translates into measurable outcomes.
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Improved Investment Decisions
Identify which AI tools and deliver value and which require adjustment or reduction.
Confident AI Budgeting
Allocate AI investment based on ROI, not assumptions or isolated usage metrics.
How TargetBoard Brings Clarity to AI Cost Efficiency and ROI
TargetBoard connects AI usage data with cost, productivity, and operational metrics to give leaders a reliable view of AI efficiency and return across teams.
Connects Usage & Cost Data
Connects AI platforms, financial systems, and operational tools to align usage with spend.
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Tracks Efficiency and Return
Measures cost per outcome, value delivered, and ROI across AI tools, teams, and workflows.
Highlights Low-Value Spend
Surfaces underutilized tools and inefficient usage patterns to guide optimization.
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Explore AI Adoption KPIs
Discover how TargetBoard helps leaders connect AI usage, productivity, quality, and cost metrics into one reliable view, improving visibility, decision-making, and execution across teams.
✨ Top New Insights
% Closed Dev-Items (Last 30d)
Team FrEM's % Closed Dev-Items increased from 12% to 6%, a 50% improvement.
Oct 11- Nov 9, 2025 vs.
Oct 11- Nov 9, 2025 vs.
Significant improvement indicates enhanced team efficiency and productivity.
✨ Top New Insights
% Closed Dev-Items (Last 30d)
Team FrEM's % Closed Dev-Items increased from 8% to 26%, a 225% improvement.
Oct 11- Nov 9, 2025 vs.
Oct 11- Nov 9, 2025 vs.
Significant improvement indicates enhanced team efficiency and productivity.
Optimize AI Investment Impact
TargetBoard helps organizations measure AI cost efficiency and ROI by connecting AI usage, financial data, and operational performance into one consistent KPI framework. It provides clear visibility into AI spend, value delivered, and return on investment, enabling leaders to optimize budgets and scale AI adoption with confidence.
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