[ad_1]
(cybrain/Shutterstock)
Amid the push to undertake generative AI, corporations are nonetheless in preparation mode and are centered on constructing out the right infrastructure for AI and knowledge administration, Komprise concludes in a brand new examine of unstructured knowledge.
Komprise, which develops software program for managing unstructured knowledge, surveyed about 300 IT leaders for its “2024 State of Unstructured Information Administration” report, which it revealed this week.
Amid the foremost findings are that it’s a little bit of a free-for-all in the case of limiting entry to knowledge, Komprise says.
“At this stage within the AI sport, IT has not but enforced a lot restriction on knowledge, customers or instruments,” the corporate says within the report. “Enterprises are as an alternative centered on constructing out the right infrastructure and expertise stack for AI by upgrading knowledge storage and knowledge administration applied sciences. One other key pattern is the necessity to enhance safety and governance throughout GenAI and unstructured knowledge administration and extra broadly by filling safety expertise gaps within the IT workforce, our analysis exhibits.”
Supply: “Komprise 2024 State of Unstructured Information Administration” report
The corporate discovered that solely 13% of survey respondents say they prohibit what company knowledge can be utilized in AI, whereas 31% have “no restrictions for customers, apps or knowledge in AI.” It additionally discovered that 44% of survey respondents are creating AI-ready knowledge infrastructure and 32% are constructing their very own studying fashions.
To make it helpful for generative AI, unstructured knowledge, akin to textual content and pictures, should be ready. Komprise discovered that managing governance and safety is the highest knowledge prep concern, cited by 45% of survey respondents, adopted by knowledge classification and tagging at 41%.
Retaining prices down can be one of many large challenges that corporations face with unstructured knowledge administration. In accordance with Komprise, solely 30% of survey-takers report they’re rising their budgets for AI initiatives. Firms are additionally investing in modernizing catastrophe restoration and backups, in addition to cloud migrations, it discovered. Value optimization was the primary precedence for knowledge storage cited for 2025, the corporate stated.
Supply: “Komprise 2024 State of Unstructured Information Administration” report
In relation to GenAI, enterprises have issues. The highest concern was that personal knowledge could be leaked by way of an LLM, cited by 27% of survey-takers, adopted by violating privateness and safety insurance policies at 26%. Fourteen p.c stated they had been involved they might use others’ personal knowledge through LLMs, whereas one other 14% stated they had been involved about AI prices. Ten p.c stated an absence of transparency and provenance of fashions was the highest concern.
“Our newest survey reveals a pivotal second in enterprise IT as organizations grapple with the transformative potential of AI whereas balancing fiscal duty,” Komprise CEO and Co-founder Kumar Goswami stated in a press launch. “IT leaders may also have to consider vital knowledge governance and safety capabilities. Managing unstructured knowledge strategically to optimize prices and use knowledge workflows to complement metadata is a superb place to start out an AI initiative.”
You may entry the complete Komprise report right here.
Associated Gadgets:
5 Questions because the EU AI Act Goes Into Impact
Getting the Higher Hand on the Unstructured Information Drawback
Unstructured Information Progress Sporting Holes in IT Budgets
[ad_2]