How is Data analytics frameworks (including Hadoop, Spark, and other big data analytics or “data lake” platforms) implemented at your organization?

Data & Analytics

On my radar / researching12%

In production in one business unit or division52%

In production enterprise-wide14%

Upgrading/Refining12%

Not Interested8%

211 PARTICIPANTS

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Who has the most influence, outside the final decision maker, with regards to choosing technology vendors, data integrations, and API connectivity?

Product Management20%

Developers/Engineers48%

Finance17%

Legal2%

C-Suite11%

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For those leading Research and Innovation teams, how are you effectively integrating AI-driven analytics into knowledge management and digital twins to ensure actionable insights and continuous improvement?

Which of the following do you see as the biggest challenge when conducting a data annotation project?

Data quality20%

Data security48%

Cost18%

Speed of the project8%

Resourcing2%

Potential bias2%

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Why do you think there are so few mature AI-driven autonomous pentesting solutions on the market, and why does this topic seem to generate more hype than in-depth technical discussion?

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Writing brings clarity of thought. When did you last publish a article or post to articulate learnings?

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