How AI Processes Unstructured Evidence for Civic Accountability
The evidence of democratic backsliding was never missing. Civic organizations already have the data — they just have not had enough time or the right AI document processing tools to read all of it.
AI assistant architecture for media organisations: how to avoid AI vendor lock-in
For media organisations, the right AI assistant architecture combines retrieval-augmented generation, model routing and data governance so the system fits the newsroom, not the other way around. The best AI assistant for a Greek sports broadcaster probably isn't powered by the most famous frontier model on the market, because the model should be a swappable component rather than a permanent identity.
Your Media Archive Is Costing You More Than You Think
Somewhere in your organization's servers, there is almost certainly a high-resolution photo or video clip of exactly the moment a journalist is searching for right now. The reason they will not find it — and will reach for a stock photo instead — has nothing to do with storage capacity. It has everything to do with a filename that reads IMG_2023.jpg.
Manual vs. Automated Social Clips: The Real Cost of Doing It the Hard Way
There is a folder on your shared drive right now. It is labeled something like "Raw Footage - Q2 Conference" and it has been sitting there for eleven days. Everyone on the team knows it contains at least five clips worth posting. Nobody has touched it. Not because the team is lazy, but because watching three hours of conference footage to find those five moments is a job nobody can justify scheduling.
