Media Architecture
Why AI Observability in a Media Pipeline Is Never a One-Time Setup
Your media pipeline ran ten thousand times last night. Background removal, captioning, thumbnail generation, each one fa
Governance
Governance
Enterprise AI Video Is Everywhere. Governance Is Not.
Adoption at 90%-plus. Governance below 1 in 4. That asymmetry is not a technology problem. It is a structural one, and w
Governance
When an Agent Edits on Your Behalf, Who's Accountable?
A standard audit log makes one quiet assumption: one identity per action. One person clicked, at one time, and the row i
AI Agent Infrastructure
AI Agent Identity Governance: Verifying the Delegation Chain
Your legal team flags an AI-edited image. The agent ran correctly, the OBO (on-behalf-of) token was valid, and the C2PA
AI Agent Infrastructure
How Do You Know if Your AI Agent's Work Is Actually Any Good?
Your agent finishes a batch overnight. A hundred thumbnails, a stack of vertical cutdowns, captions on every clip. You o
Governance
From AI Output to Approved Asset: The Three Gates Every Media Workflow Needs
A modern model can turn a brief into a thousand finished-looking assets in an hour. Crops, captions, reframed videos, lo
AI Agent Infrastructure
Your AI Pipeline Ships in Seconds. The Correction Takes Three Days.
Your AI generation pipeline runs in seconds. A model takes a brief and returns an image, a video, a caption, and the cos
Brand Consistency
Past Templates: Keeping AI Media On-Brand at Scale Without Checking Every Asset
For years, the answer to keeping a brand safe at scale was the template. Lock the layout, lock the colors, lock the logo
AI Agent Infrastructure
When You Let an AI Agent Edit for Your Users, What Can It Actually Touch?
You connect an AI agent to your product so it can edit media for your users. Crop a hero image, retouch a headshot, refr
AI Agent Infrastructure
Adding an Agentic Chat Layer to Your Design Product? Read This First
You already have a design or creative product that people like, and now you want a chat box that does the actual work. N