Keep pulling the thread on Alberto Pan.
According to a Denodo survey, almost 70% of data leaders reported that a lack of real-time data has been a problem for their AI agents.
A Denodo study found that AI agents in large organizations need to access data from an average of 400 different data sources.
According to a Denodo survey, 70% of organizations stated that data which is one minute stale is not valid for some of their AI agents.
A Denodo survey found that almost 70% of organizations report problems getting AI agents to comply with consistent governance policies.
Over 85% of organizations surveyed by Denodo require their AI agents to access more than 100 data sources.
Alberto Pan cites a recent IDC report where "revamping your data architecture for AI" became the top priority for AI investment, rising from 5th or 6th place in a prior report.
Alberto Pan cites an IDC report from April 2026 where revamping data architecture for AI rose from 5th or 6th place in 2025 to become the top priority for AI investment.
According to Denodo's research, 70% of organizations said that data that is even one minute stale is not valid for some of their AI agents.
A Denodo survey of over 850 data leaders found that most failure modes of AI agents today are related to data issues rather than the intelligence of the model.
According to a Denodo study, almost 70% of surveyed organizations reported that a lack of real-time data has been a problem for their AI agents.
A Denodo study revealed that AI agents in large organizations need data from an average of 400 different data sources.
Over 85% of organizations surveyed by Denodo require their AI agents to access more than 100 data sources.