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Analytics & ROI

The budget is approved. The visibility isn't there.

Most companies investing in AI assistants have the same problem: real money on licenses, almost nothing to show leadership beyond anecdotes and gut feel. Configurato fixes that.

The problem

The numbers nobody talks about

  • 86%

    of CFOs can't demonstrate what AI spend is delivering

    Source: RFP Survey of 200 US CFOs on AI (December 2025)

  • 67%

    of enterprises lack visibility into which AI tools employees use

    Source: Zapier Tool Sprawl Survey, 550 US companies of 1,000+ employees (October 2025)

  • 42%

    of companies abandoned an AI initiative in 2025

    Source: S&P Global 2025, Survey of 1,006 senior IT professionals in US and Europe

What you see

From invisible to obvious

  • AI usage by department — sessions by function and intent

    Adoption by department

    See which departments use AI every day, which are still experimenting, and which haven't started. The gap between 'licenses deployed' and 'licenses actually changing how people work' becomes visible for the first time.

  • Team-created skills — top sessions with adoption and ratings

    Use case distribution & quality

    Content creation, data analysis, code generation, research — broken down by team so you can see where AI is creating real leverage and where it's just generating noise. When adoption drops, see why.

  • Cost forecast — budget, anomalies, per-team spend

    Cost allocation & optimization

    Token costs mapped to teams, functions, and use cases. The platform flags skills burning through tokens unnecessarily, prompts that could use retrieval, and models that could be downgraded. Each recommendation comes with an estimated monthly saving.

C-suite reporting, automated

Weekly email summaries your leadership can actually read. Quarterly board decks generated from your data. Or connect the MCP server and custom-build exactly the reports you need.

FAQ

Analytics questions

Stop guessing. Start seeing.