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REPORT
HBR Report: 96% say agentic AI is critical. Only 23% are ready.


A Harvard Business Review Analytic Services report on why AI ambitions are outpacing infrastructure readiness, and how leaders are fixing the gap.


The AI race is being won or lost at the infrastructure layer. While AI ambitions are soaring, many organizations are discovering that their current telemetry infrastructure wasn't built for the scale, cost, and complexity of agentic AI.

In this Harvard Business Review Analytic Services pulse report, discover how global leaders are navigating the shift from agentic AI.

What’s Inside:

  • The Infrastructure Ceiling: Why 43% of leaders respondents already disagree with the statement “my organization’s data infrastructure is prepared to meet the technical demands of agentic AI."
  • The Cost Trap: Why nearly half of those surveyed say AI projects are seeing higher-than-expected infrastructure costs.
  • The Telemetry Surge: How to manage the increase in telemetry data volume generated by autonomous agents (cited by 76% of respondents).
  • The ROI Barrier: Overcoming the #1 problem organizations have because of unprepared agentic AI data infrastructures – unclear performance/ROI metrics.

This report lays out a path to build an AI-ready telemetry foundation, so your team and agents have the real-time, high-quality signals they need, and your AI execution finally matches what the slide deck promised.

Download the full report


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Meet the speaker

Felicia Dorng
Sr Product Marketing Manager

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Harvard Business Review Analytic Services: Solving Agentic AI's Data Infrastructure and Telemetry Needs

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Meet The Speakers




Dan Whittingham 

Senior Security Solution Architect, Rolls Royce
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Elmer Sherman

Co-founder and Head of Innovation
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Jenna Todd

Co-founder and VP of Engineering
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Zackary Becker

VP of Product
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Bobbi Blair

Chief Executive Cheesemonger
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Amirah Yoder

Aspiring Sommelier
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Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

Having the flexibility to pivot destinations based on the type of data is really powerful. We're able to give the analysts and the users of these tools a much easier experience and save them valuable time.

Josh Brunvoll
Consulting Engineer

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