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AI FOR MACHINES · SATELLITES AND GROUND STATIONS
A spacecraft you can talk to, and a console that warns you first.
Our models run at the ground station and are designed to run on board, with no cloud in the loop. A flight controller's instruction becomes one exact command, telemetry is read for trouble before it arrives, and a named person approves every uplink.
IN SHORT
AgentAnywhere's AI for satellites runs at the ground station, and is designed to run on board. Tatva Edge turns a flight controller's plain-language instruction into one exact spacecraft command or declines it, Sanjaya is designed to read telemetry and warn before a subsystem fails, and Drashta finds aircraft and buildings in satellite imagery for an analyst. A named person approves every uplink.
- Runs offline, on the machine
- Sized for constrained hardware
- Approved by the flight director
THE PROBLEM
Contact windows are short, and a wrong command is expensive.
A satellite is overhead for minutes at a time. In that window an operator has to read the telemetry, decide what matters, and uplink exactly the right command. A controller watching many spacecraft cannot read every channel.
Mission data is also the last thing an operator wants to send to someone else's cloud. The intelligence has to run on the operator's own ground segment, on hardware they control, and eventually on the spacecraft itself.
ON THE DEVICE · OFFLINE
What runs where.
Three families, each with one job, on the operator's own ground segment. None of them needs a connection outside it.
Language to one machine command — or none.
Turns a typed or spoken instruction — in English or an Indian language — into exactly one spacecraft command, or no action if it is not a spacecraft command.
Where · Tatva Edge at the ground console today. On-board builds are design-partner work.
Fleet and telemetry intelligence — the warning before the failure.
Designed to read spacecraft telemetry pass by pass and flag a developing anomaly before it reaches the red line, citing the procedure it relies on.
Where · At the ground station, beside the mission console. Telemetry never leaves the operator's network.
Machine vision — finds aircraft and buildings in satellite imagery; an analyst decides.
Finds aircraft and buildings in satellite imagery. A summary is generated only from the objects counted on screen.
Where · On an air-gapped analyst workstation. The analyst decides what a finding means.
DEMOS · LIVE ON THE DEMO HUB
Space demos you can open today.
The consoles run on our demo hub. The spacecraft and passes are simulated. The policy checks and signed receipts are real code. The flagging in the Mission Console is a statistical detector; the trained Sanjaya model is shown in the Fleet Sentinel replay.
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Sanjaya Mission Console
One satellite, one full pass, narrated. The console flags a developing anomaly before the red line with a statistical detector, and shows actions citing mission procedures, each with a signed receipt — and an out-of-envelope command is blocked live.
The satellite and its pass are simulated.
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Constellation Copilot
A rotatable 3D constellation with one operator and a copilot that advises while the operator commands: morning briefings, early warnings shared across satellites, and plans pre-checked for every spacecraft before anything is sent.
The constellation is simulated; every answer is re-counted by a referee and signed.
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Tatva Ops Console
Speak a spacecraft command — “enter safe mode”, or the same in Hinglish — and the command model emits the exact command or refuses, and the globe reacts. Every output is a valid command by construction, or nothing.
Runs at a ground console, not on a spacecraft.
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Sanjaya Fleet Sentinel
A telemetry replay on a public benchmark of a simulated system, with anomaly warnings firing ahead of onset. The model is small enough to run next to the console on ordinary hardware.
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Drashta ISR replay
Find aircraft and buildings in a satellite frame, air-gapped, then read a summary generated only from the objects counted on screen. The analyst decides what they mean.
Uses public imagery credited scene by scene inside the demo; that imagery is not reproduced here.
Simulated · CGI
Launch Watch
A fictional launch followed from the count to payload separation, then the satellite's first commands in plain words. A spacecraft controller approves consequential commands, and a signed report closes the mission.
The launch, the satellite and all telemetry are simulated and fictional. The satellite command outputs are real recorded model output on the spacecraft command set, replayed unchanged.
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On-board commanding
The same command model on the spacecraft itself: a queued instruction checked against power and thermal budgets on board, approved on the ground, executed in the next window.
No demo yet · illustrative use case
The demo hub is behind sign-in. If you don't have access yet, ask us — we'll set you up, or walk you through it live.
Request demo accessHOW EVERY MACHINE STAYS IN HUMAN COMMAND
The model proposes. It never decides.
On this machine, the named person is the flight director.
Policy outside the model
Rules are written and versioned outside the model and checked on every proposal. A model cannot talk its way past them.
A named person approves
Anything consequential waits for a named person. Their approval, or their refusal, is part of the record.
Signed receipts
Every proposal, check and approval is written to a signed, hash-chained receipt that can be verified offline, later, by someone else.
WHAT WE DO NOT CLAIM
The boundary, stated.
FAQ
Frequently asked questions.
- Can AI run at a satellite ground station without the cloud?
- Yes. Tatva Edge, Sanjaya and Drashta all run on the operator's own ground-segment hardware with no outside connection. Commands, telemetry and imagery stay inside the operator's network.
- Can the model command a spacecraft by itself?
- No. Tatva Edge proposes exactly one command or none. A policy outside the model checks it against the mission's rules, and the flight director approves before anything is uplinked. Every step is written to a signed receipt.
- Does the model run on board the satellite?
- Tatva Edge is designed to. It is sized for constrained hardware, and we are looking for design partners for on-board builds. Today's demo runs at the ground console.
- What does Sanjaya do for a satellite operator?
- Sanjaya is designed to read spacecraft telemetry and flag a developing anomaly before it becomes a failure, so the operator can act inside the next contact window. The demo replays a public benchmark of simulated system telemetry.
- How do I see the space demos?
- The demo hub is behind sign-in. Request demo access from this page, or ask for a walkthrough of the consoles on your own mission profile.
Claims last reviewed . Demos are simulated demonstrations; each one says on screen which parts are real model output.
Bring us your satellites and ground stations.
Tell us the machine, the mission and the hardware. We'll show you the demo on your scenario, and tell you honestly what is ready and what we would build with you.