News and publishing
A news archive any agent can query
The archive exposed so an editor can ask it questions.
Archivequeried by question, not by keyword
AI think tank · newsrooms and media · Mumbai, working worldwide
Newsroom AI that survives a deadline
DigiDesk brings aggregation, writing, publishing and media onto one desk — built by the research team that wrote the models underneath it.
AGGREGATE
every source, ranked for an editor
WRITE
assisted drafting, not autopilot
PUBLISH
approved draft through to live
MEDIA
labelled, translated, dubbed
Why this one works
Every newsroom has been pitched AI. Very little of it survives contact with a deadline. We build the models and the desk they run on.
01 · Research
We build the models
Language, vision and audio, done in-house.
02 · Product
We build the desk they run on
The research ends up somewhere an editor works.
03 · Deployment
On infrastructure you control
On-premise, your cloud, or ours.
04 · Fit
Shaped to your newsroom
There is no generic configuration.
The platform
One desk, from tip-off to publish
DigiDesk is where our newsroom research ends up. Six modules, taken together or one at a time.
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 does6
modules, taken together or one at a time
1
desk, from tip-off to published
On-prem
or your cloud, or ours
Multi
language, including dubbing
Aggregation desk
Pulls in from every source you watch and surfaces what an editor should see, so the output is a shortlist rather than another feed to read.
Assisted writing
A drafting tool that works alongside a writer on research, structure and revision. The judgement stays where it belongs.
Publishing pipeline
Approved draft through to live, with the automated steps sitting inside the workflow your desk already runs.
Media library
Everything you have shot or photographed, labelled and searchable by what is actually in it rather than by filename.
Translation and dubbing
One story, several languages — translation, transcription and dubbing without a separate production run for each.
Reader widgets
Recommendations, audio versions of articles and analytics that drop into the site you already have.
Built in-house
What we have already built
Six more products, each out of a real deployment, each running on infrastructure you control.
Newsroom · MCP
News Agent
Ask your own news archive a question and get an answer, not a result list.
Publishers · OTT
Media Pipeline
Makes a video library searchable, cheaper to deliver, and safe to open up.
Vision · Toolkit
Triveni
Gets more out of the cameras you already own, without replacing any of them.
Enterprise · Self-hosted
OpenMailBot
An email assistant that runs on your server, inside the client you already use.
Newsroom · Enterprise
DeepFile
Search your archive by describing it, or by who is in it. Documents, photographs and video.
Security · Defence
ProactiveGuard
Makes the cameras you already have understand what they are seeing — covered faces included.
Research areas
The team underneath the products
Six areas, one team. The products above are what came out of them.
- Language and text
- Generative AI
- Agents and tools
- Computer vision
- Audio and speech
- Analytics and model design
Selected work
Things we have put into production
Travel and hospitality
The systems behind a cruise line, shore and ship
Shore-side booking built from scratch, on-board IT and satellite links overseen — as CIO of a national cruise operator.
30+engineers led across the programme
Education technology
A private language model over course material
A tutor students can talk to. Nothing left the network.
100%on-premise, no external calls
Insights
How we think about it
-
AI inside the fence: what a defence site actually needs
On a defence site the question is not whether cloud AI is good enough. Outbound traffic is not permitted, so the system has to be complete inside the perimeter.
-
Make your CCTV work for you
Cameras that only help after the fact are not doing much. The system should watch every feed and raise the alert before the incident — the person then decides.
-
An email assistant for the people who cannot use the public ones
A law firm, a hospital or a defence unit cannot hand a vendor standing access to its mail. OpenMailBot runs on your own server, in the client you already use.
-
Searching a news library by what happened, not what it was called
Keyword search fails because nobody named the file for the question you are asking now. DeepFile indexes what is in the material — text, images and video.
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Why we build for on-premise first
Most AI vendors need your data to travel to them. For many organisations that is not a trade they can make — so we build systems with nowhere to send it.
Get in touch
Tell us what you are trying to solve
A call about the problem, not a pitch about the platform. If AI is the wrong answer we will say so.