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Friday, March 6, 2026  ·  7 stories

AI Prepared Daily

The morning briefing for marketing & data professionals.

Happy Friday. Here’s what’s moving in AI, data, and martech today.

Your Executive Summary

  • OpenAI Closes Record $110B Round at $730B Valuation — Marketing teams using ChatGPT APIs should expect continued rapid model improvements and enterprise features, but should also monitor how OpenAI's deepening Amazon partnership affects pricing and platform integrations.
  • Databricks Surpasses Snowflake in Quarterly Revenue — Marketing data teams evaluating cloud data platforms should consider how AI-driven workloads like embeddings and RAG pipelines are shifting competitive dynamics between warehouse and lakehouse architectures.
  • Reddit Announces AdTech Acquisition Push to Build Walled Garden — Brands should accelerate Reddit advertising tests now before acquisition-driven improvements increase competition and CPMs on the platform's high-intent community audiences.
  • Clean Rooms Hit Mainstream as Retail Media Nears $70B — Marketing measurement teams must build clean room capabilities now to maintain closed-loop attribution as deterministic identifiers disappear and retail media budgets demand privacy-compliant proof of performance.
  • AI Agents Now Launch 80% of New Databricks Databases — Data engineering teams should prepare for agent-native workflows where success is measured by time saved and incidents avoided rather than pipelines built manually.
  • February Sets $189B Startup Funding Record, 90% to AI — The concentration of capital in foundation model companies signals that AI infrastructure costs will remain high, making efficient API usage and cost optimization critical for marketing AI applications.
  • Snowflake Closes $400M Deal, Pivots to 'AI Data Cloud' — Marketing analytics teams on Snowflake can now run AI workloads without data movement, potentially simplifying customer segmentation and propensity modeling within existing data infrastructure.

▸ AI/LLM  ·  TechCrunch

OpenAI Closes Record $110B Round at $730B Valuation

OpenAI announced $110 billion in new funding from Amazon ($50B), Nvidia ($30B), and SoftBank ($30B) at a $730 billion pre-money valuation. This is the largest private funding round in history, with Amazon also expanding its AWS partnership by $100 billion over eight years.

The bottom line: Marketing teams using ChatGPT APIs should expect continued rapid model improvements and enterprise features, but should also monitor how OpenAI's deepening Amazon partnership affects pricing and platform integrations.

Check out the full article →

▸ Data Engineering  ·  Four Insights

Databricks Surpasses Snowflake in Quarterly Revenue

Databricks has officially overtaken Snowflake in quarterly revenue, growing 65% year-over-year to $5 billion ARR while Snowflake reported 29% growth. The shift is attributed to AI workloads favoring Databricks' unstructured data capabilities, with the company now valued at $135B privately versus Snowflake's $75B public market cap.

The bottom line: Marketing data teams evaluating cloud data platforms should consider how AI-driven workloads like embeddings and RAG pipelines are shifting competitive dynamics between warehouse and lakehouse architectures.

Check out the full article →

▸ MarTech/AdTech  ·  TechCrunch

Reddit Announces AdTech Acquisition Push to Build Walled Garden

Reddit CFO Andrew Vollero confirmed the company is actively pursuing adtech acquisitions to strengthen measurement, attribution, and ad format capabilities. The platform reported $726M Q4 revenue with 75% ad revenue growth and 121.4M daily active users, positioning its intent-based community data as valuable first-party targeting.

The bottom line: Brands should accelerate Reddit advertising tests now before acquisition-driven improvements increase competition and CPMs on the platform's high-intent community audiences.

Check out the full article →

▸ Emerging Tools  ·  Finterra

Snowflake Closes $400M Deal, Pivots to 'AI Data Cloud'

Snowflake announced a landmark $400 million deal with a global financial institution as it transforms into an AI-integrated platform. The company's Cortex AI service now enables users to run AI models directly inside the database, with FY2026 product revenue growing 29% to $4.47 billion.

The bottom line: Marketing analytics teams on Snowflake can now run AI workloads without data movement, potentially simplifying customer segmentation and propensity modeling within existing data infrastructure.

Check out the full article →

In Other News

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