Seventy-six percent of high-growth B2B and B2C startups have designated AI teams with moderate-growth startups close behind (72%). Startups are adopting AI across a wide range of processes, from internal emails to product development, go-to-market, operations and customer service. HubSpot for Startups interviewed over 1,000 early stage startup founders.

Treasure Data will provide its system to free for companies that are stuck in contracts with other CDPs. The trade-up program is available to companies with roughly firms with $1 billion or more revenue, that already have a competitive CDP in place. There will still be some costs for services to make the conversion but Treasure Data says these are fairly small since it has considerable experience with such projects.