Independent measurement for evolving media & AI
Helping organizations understand how media and AI activity is used, transformed, and authorized across platforms
As media gets remixed and AI agents take on more responsibility, companies need better ways to track what happened, who contributed, and which permissions apply.
Ambistream is developing independent measurement and verification technology that connects activity across participating systems with its supporting evidence. Our initial focus is licensed media reuse, with broader applications for AI accountability.
We want to make new commercial opportunities easier to manage while respecting the rights, privacy, and interests of everyone involved.
AI is creating new possibilities, but we need better ways to manage it
Media can now be copied, adapted, and distributed in countless ways, making it increasingly difficult to track ownership, permissions, and compensation. Meanwhile, AI agents are beginning to access information, make decisions, and act on behalf of people and organizations, often across systems with different rules.
We believe these technologies should continue to evolve, with room for individual preferences, creative freedom, and new business models. But that requires better ways to establish accountability, prevent misuse, and understand what happens when something goes wrong.
As governments develop new approaches to AI regulation, privacy, and digital rights, we see an opportunity to build independent measurement into the way these systems operate.
Ambistream is working toward a future where companies can demonstrate responsible practices, individuals have greater control over their information and experiences, and innovation can continue without sacrificing privacy or human oversight.
Working with organizations shaping the next generation of media & AI
Media Owners &
Rights Holders
Make valuable catalogs available for new licensed uses while maintaining control over permissions, contributor relationships, and commercial obligations.
Creators & Producers
Work with human collaborators and AI tools to develop new versions of media while maintaining connections to original material, creative contributions, and applicable approvals.
AI Platforms &
Technology Providers
Access licensed media and data with clearer conditions for use. Develop better records of how your systems access, transform, and distribute content, helping customers evaluate compliance and attribution.
Brands &
Ad Agencies
Manage increasingly complex creative workflows, including localized campaigns and AI-generated variations, with clearer information about approved assets, distribution, and usage.
Recent blog posts, podcasts & events
Why now?
280×
The cost of running language models at comparable GPT-3.5-level performance fell more than 280-fold between November 2022 and October 2024.
Source: Stanford AI Index, 2025
33%
Of enterprise software applications are forecast to include agentic AI by 2028, compared with less than 1% in 2024.
Source: Gartner forecast
71%
Of American adults believe increased AI use will make their personal information less secure.
Source: Pew Research Center, 2026
$1B+
Forecast annual global spending on AI governance platforms by 2030, more than double the estimated spending in 2026.
Source: Gartner forecast, 2026
As more creative and automated activity moves between organizations, independent evidence could become an important part of licensing relationships, commercial accountability, and responsible technology adoption.
Creation is getting cheaper. Accountability is becoming more valuable.
AI is changing the economics of media production and software. Models are becoming more affordable, existing content can be adapted into many new forms, and AI agents are beginning to coordinate work across different services.
These developments are expanding commercial possibilities while increasing the need for reliable records of permissions, activity, and responsibility.
Our Solutions
Independent evidence for media and AI workflows.
Media Remixing & Attribution
Make your media available for more licensed uses.
AI-assisted editing, localization, and distribution can help media holders generate additional value from their catalogs. But those new versions might involve different contributors, and licensing arrangements.
Ambistream helps connect original media with modified versions and tracks down the evidence for transformations and usage.
We help media owners, licensing organizations and their technology partners manage authorized reuse across participating platforms, opening up a new world of legally remixed media.
AI Agent
Accountability
Understand how AI agents act on your behalf
AI agents are beginning to retrieve information, make decisions, and exchange data across services with different permissions and operating rules.
We're exploring how our independent measurement architecture could help organizations connect agent activity with delegated authority, relevant policies, and supporting evidence.
The aim is to give companies a better basis for investigating activity, supporting human-in-the-loop oversight, and demonstrating responsible operations as AI becomes more autonomous.
We're interested in working with organizations exploring licensed media reuse, independent measurement, and responsible AI operations.
If you're considering a design partnership, developing related technology, or interested in joining our public conversations, we'd like to hear from you.