By Laura Martin & Dean Medina
Last week, during the 28th Annual Needham Growth Conference (NGC) in NYC, we shared the stage with 35 companies, public and private, during fireside chats and panels. About 20 of these companies were private. In this note, we summarize our top 3 takeaways from private companies we spoke with, as well as highlighting the vision, strategic position, execution, and our financial estimates for the 10 private companies that we believe are best positioned to impact the future of media, advertising and/or the internet.
Key Takeaways
Taken together, our key takeaways from the 20 private companies we interacted with on-stage last week include:
- GenAI. Every company will have an AI-based product in market in 2026, and several will be paying for 3rd party AI-related tools to improve their ROIC (eg, workforce automation).
- Investment Implications: Although Wall Street continues to worry about an investment bubble, every one of the private companies on stage are investing in GenAI tools and features in 2026. Since many of the private speakers were founders, without a need to satisfy public shareholders, we believe the unanimity of their decisions across industries and products suggests that AI will be better than (ie, disrupt) what came before.
- Data as a category is becoming more valuable over time, but also the valuation disparity between good data and bad data is rising. In media, advertising and the internet space, permissioned 1st-party data is the most valuable because running the same products at global scale maximizes economics, and the EU’s GDPR privacy regs become the gating factor.
- Investment Implications. Every company thinking about the 3-5 year timeframe is introducing products that rely less on buying 3rd party data, and more on creating a data feed of 1st party data they can both integrate into their own differentiated products, and license to LLMs.
- Capital access is becoming harder and more expensive for private companies in the media, advertising and consumer-internet space. Several private companies noted that more recent funding rounds have been harder and more expensive than prior funding rounds.
- Investment Implications. As uncertainty rises, the discount rate rises, and near term payoffs become more valuable. GenAI companies have a track record of growing revs exponentially, which private media companies can not. For example, CoreWeave grew its revs within 3 years, from $16mm in 2022 to ~$4B in 2025, and Anthropic grew its revs with in 3 years from $10mm in 2022 to ~$6B in 2025. There is no media company that can achieve these revenue growth rates, we believe, so capital access is becoming more expensive.
KERV.ai
- Overview. KERV.ai is an Austin-based, AdTech and AI software company that turns digital video content into interactive, contextually relevant, and shoppable experiences by using patented pixel-edge AI to capture metadata across every frame. KERV does this on every screen across connected TV (CTV), online video (OLV), and social channels. This technology allows objects and scenes in video to become clickable/shoppable assets, facilitates rich first-party engagement metrics, and powers enhanced campaign performance and contextual targeting without relying on cookies.
- Strategically. KERV sits at the intersection of AI video analytics, contextual media, and commerce, giving advertisers measurable, interactive ad formats and offering publishers new monetization spaces.
- Execution. KERV’s recent products include the launch of an industry-first object-level Contextual Marketplace for premium CTV and OLV ad units in Oct 2025, and a collaboration with Amazon Ads that allows KERV’s interactive features to be activated across Amazon’s website as well as third-party premium CTV partners.
- AI. AI-driven interactive video and advertising solutions, including detailed positioning on how its patented object-level metadata and interactive formats are poised to transform passive video into high-performance brand outcomes.
- Results. Kerv case studies show 8× higher purchase intent lift, 3× higher ad recall, and ~2.6× higher brand consideration compared to traditional CTV benchmarks.
- FTEs. Kerv had ~100 FTEs at 12/31/25, we estimate.
- Financials. We estimate KERV.ai’s 2025 revenues at ~$100mm.
Read the full article on Needham.