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private equity

4 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Jun 15, 2026 · Industry Insights

How Data Ontology Powers Digital and Intelligent Penetration Management in Private Funds

Facing a massive scale of assets and strict regulatory demands, a private‑equity platform leveraged ontology‑driven knowledge graphs and large‑model agents to automate high‑frequency reporting, achieve traceable AI decisions, and build a scalable, explainable intelligence layer for fund‑level transparency.

AI automationKnowledge GraphLarge Language Model
0 likes · 10 min read
How Data Ontology Powers Digital and Intelligent Penetration Management in Private Funds
SuanNi
SuanNi
Feb 24, 2026 · Industry Insights

How Native AI Companies Will Redefine Growth and Efficiency by 2025

An a16z podcast reveals that by 2025 native AI firms will outpace traditional software companies, driven by superior ARR per employee, rapid revenue scaling, and lower marketing spend, while highlighting the need for deep product and backend overhauls, infrastructure investment, and the rise of high‑margin AI‑enabled business models.

AITechnology adoptioncloud computing
0 likes · 18 min read
How Native AI Companies Will Redefine Growth and Efficiency by 2025
21CTO
21CTO
Sep 17, 2024 · Databases

MariaDB’s Journey: From MySQL Fork to K1 Private Equity Takeover

The article traces MariaDB’s evolution from its MySQL roots and community‑driven development, through its NYSE listing, financial performance, restructuring, and the recent K1 Investment Management acquisition, while highlighting key figures, product features, and industry reactions.

DatabaseMariaDBOpen source
0 likes · 12 min read
MariaDB’s Journey: From MySQL Fork to K1 Private Equity Takeover