Pay-i is now Ascerta. Our name grew with our mission: giving enterprises certainty at every stage of AI transformation.
Read more: Pay-i is now Ascerta. Our name grew with our mission: giving enterprises certainty at every stage of AI transformation.
Blog
Measuring the Business Value of Agents
Stop guessing your AI spend. Microsoft veteran David Tepper delivers a practical, math-driven framework to uncover the hidden costs of AI agents—from vision pricing to tokenizer discrepancies. Learn three essential formulas to measure true financial value, quantify time savings, and calculate your exact productivity threshold
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Shift Right for AI: How ProsperOps and Pay-i Maximize Your ROI
Explore AI optimization and learn how organizations can effectively scale AI to maximize investments continuously.
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Proving the ROI of Agentic AI in Financial Services
Explore how financial institutions can move beyond the AI hype by using a strategic framework to measure and maximize tangible ROI through operational efficiency, revenue growth, and risk mitigation.
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The Evolving Landscape of Tokenomics
Modern tokenomics is transitioning from inflationary reward models toward sustainable systems that prioritize long-term utility, real-world value, and AI-driven adjustments to ensure ecosystem stability.
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From PoCs to real results: Scaling GenAI with measurable impact
As organizations move beyond experimentation with generative AI (GenAI), a new set of challenges emerges — ones that traditional software operating models aren’t built for.
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The Next Token: Humanity’s Last Mote
The essay argues tokens are becoming a core unit of value in the AI era, shaping how knowledge, labor, and decisions are produced through human-model interaction.
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AI Cost As A First-Class Metric — Our Conversation With David Tepper, CEO And Cofounder Of Pay-i
The economics of AI are uniquely volatile, shaped by dynamic usage patterns, evolving model architectures, and opaque pricing structures.
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Board Meeting in 30 Days: Can You Prove Your GenAI Spend Wasn’t a Science Project?
Pay-i shows, in real time, the impact of GenAI investments on business results, connecting AI usage to metrics such as revenue, efficiency, and margin.
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The Next Token: Vibe Coding
Vibe coding is an AI-driven approach where developers describe intent in natural language and the model generates code, speeding prototyping but increasing maintenance risks.
