Built in-house
What we have already built
Research earns its keep when it ships. Each of these came out of a real deployment, and each runs on infrastructure you control.
The flagship
The platform
DigiDesk
An editorial platform, not another point tool. Aggregation, assisted writing, publishing, media handling and reader-facing widgets, brought onto one desk so a story does not change systems four times between tip-off and publication.
It is the accumulation of our research in news media, which is why the parts fit together rather than merely integrate.
See what DigiDesk doesAnd six more
Deployable on their own
Each of these came out of a client deployment and each stands up without the rest.
News Agent
An MCP server over your news database, plus an agent that reads it. Ask what happened, who said what, and how a story developed — in plain language, over your own archive.
Media Pipeline
Video and image intelligence for people who own a lot of both. Label and search the library, remaster old footage, match against copyright, moderate what users upload, and cut delivery cost.
Triveni
An image and video enhancement toolkit: noise removal, resolution enhancement, and digital zoom that does not fall apart — working on camera originals including RAW. Runs on a modest GPU laptop.
OpenMailBot
Summarising, drafting, labelling and tone control for enterprise mail — as an add-in for Gmail, Thunderbird and Outlook, with the server on your own infrastructure.
DeepFile
Document and media intelligence over an archive too large to browse, video included. Search video by the people in it or by describing what happens, then ask an agent about what comes back. Self-hosted, or on our cloud.
ProactiveGuard
An AI layer over an existing camera estate. Mask face recognition, object and drone detection, number plates, tracking across zones, and alerts for repeat visitors — with no human watching a wall of monitors.
Want one of these in your environment?
Every deployment is customised to the organisation running it. Tell us about your environment and your constraints, and we will tell you honestly whether it is the right fit.