Salesforce launched Headless Data 360 for Model Context Protocol, exposing over 200 APIs as programmable endpoints so AI agents can access customer data and perform transformations without a user interface. The tool is available now with Skills launching in August, enabling agents to build queries from natural language descriptions like "lifetime value of all customers for electronics purchases." This reduces data work that previously took months or weeks to hours or minutes, allowing teams to work across tools and systems without switching between interfaces.
Prevalent AI, a nine-year-old enterprise data platform company, raised $22 million from Integrity Growth Partners, its first major funding round. The platform creates a sovereign knowledge graph connecting data across hundreds of enterprise systems to provide organizational context for AI agents and decision-making. The capital will fund expansion of sales, marketing, and customer success operations while extending the technology beyond cybersecurity into broader risk and enterprise applications.
Engram and Harvey trained a legal AI agent that combines parametric knowledge, text notes, and search to handle law firm queries. The agent achieved $0.13 per query at 30% accuracy versus $1.32 per query at 25% for Claude Opus 4.8 on a synthetic 100M-token legal firm dataset. The trained agent learns to perform targeted searches instead of exhaustive document reads, reducing inference costs by an order of magnitude while improving accuracy.
Rillet, an AI-native accounting platform startup founded two years ago, raised $100 million in Series C funding at a $1 billion valuation led by ICONIQ and existing backers including Sequoia and Andreessen Horowitz. The company has doubled new annual recurring revenue in the three months before this raise and now serves over 600 customers across tech and non-tech industries. Rillet positions itself as replacing legacy ERP systems like Oracle and SAP by automating accounting work through AI agents, allowing finance teams to operate at a fraction of traditional size while shifting CFO focus from manual tasks to strategic planning.
Every AI story that matters,
in your inbox by 8am.
TLDRocket reads all relevant sources, removes duplicate coverage, and summarises the
day in two minutes. Follow companies and topics for alerts, or get the
briefing in Slack. Free, no spam, unsubscribe anytime.
Reading TLDRocket needs no cookies, and the readership counts we rely on come from
our own cookieless analytics. Google Analytics is the exception: it sets cookies and
reports to Google, so it stays switched off until you allow it. You can change your
mind any time from “Cookie settings” in the footer.
Strictly necessary
Session security and form protection (tldrocket-session,
XSRF-TOKEN, 2 hours). The site cannot work without them,
so they need no consent.
Always on
Google Analytics 4 (_ga,
_ga_<id>, up to 2 years). Measures which
stories and sections readers use. Google acts as a third-party processor and may
store the data outside the EU. No advertising, no profiling, no data sold.
