WILMINGTON, Del., Aug. 21, 2025 — Particular, a full-stack AI-native knowledge platform, at this time introduced a $10 million seed spherical led by Costanoa, with participation from Acrew Capital and strategic angels.
The funding will speed up product improvement and go-to-market hiring as Particular scales adoption amongst enterprises.
Most firms juggle a pricey mixture of instruments: a warehouse like Snowflake, an ETL service like Fivetran, and a enterprise intelligence platform like Looker. Particular replaces that stack with an AI-native platform that mixes a safe knowledge lake, pipelines, and dashboards. Enterprises can join their instruments and get solutions in minutes. It’s 10× sooner and 10× cheaper than stitching collectively conventional merchandise that demand a full knowledge crew.
“Groups shouldn’t want six months, a half-million-dollar finances, and a crew of engineers to get solutions about their enterprise,” mentioned Mike Ritchie, CEO and founding father of Particular. “We constructed Particular to make analytics radically less complicated. With open-source beneath the hood and AI powering each interplay, we’re giving groups inquiry with out the (SQL) queries.”
Particular is SOC 2 Sort II compliant and constructed on petabyte-scale, open-source knowledge infrastructure, providing safe, quick, and cost-efficient analytics with out vendor lock-in. Early adopters like Excellent and Meet Alfred are utilizing Particular to simplify analytics and make smarter, sooner selections. “We went from zero to knowledge lake in a pair hours and had a high-performance API operating minutes later,” mentioned George Papadopoulos, CEO of Meet Alfred.
“Time and time once more, we see startups pour thousands and thousands into a contemporary knowledge stack—solely to finish up with one thing that also requires a full knowledge engineering crew to get solutions,” mentioned John Cowgill, Associate at Costanoa. “Particular is the reply to that ache: a strong but elegant resolution that offers enterprise customers quick, versatile, and correct insights with out the bottlenecks. It’s precisely what fashionable groups demand—a strong knowledge platform that makes advert hoc analytics self-serve and quick with out sacrificing belief or depth.”
Particular is hiring throughout engineering and GTM, with a give attention to enterprise gross sales. We’re remote-first, excessive‑autonomy, and on a mission to make highly effective knowledge infrastructure accessible to the operators constructing the longer term.
