Agent systems · High-stakes operations
SKOPAQ AI
Built by agents · Gated by machines · Approved by people
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AGENT SYSTEMS · HIGH-STAKES OPERATIONS

WHERE BEING WRONG
is expensive,
GUESSING ISN’T AN OPTION.

SKOPAQ builds agent systems for high-stakes operations, starting with anomaly investigation for satellite operators. Every claim carries its source, every step passes a gate that can refuse it, and a person signs before anything ships. Built by agents. Gated by machines. Approved by people.

The method
The sunlit limb of a planet seen from orbit — a thin violet arc of atmosphere against deep space, a small satellite catching the light above it
Abstract artwork: many fine streams of light converging on a single narrow lit aperture, most stopping at it.

Method

Agents do the work. Gates decide what ships.

Specifications are approved by a person, then written, built and benchmarked by agents working in sandboxes — and nothing reaches main until the tests, the static guards and the citation checks have all passed.

Five capabilities · every check runs in CI and fails the build

The method
The stack

ONE METHOD FOR THE
entire AI stack.

What comes in, what the agent workforce does with it, and what it connects to — with a gate at every layer.

What comes in

Products
  • Jantar — satellite anomaly investigation
  • Argus — autonomous testing
  • Routera — AI model gateway
Inputs
  • Telemetry and sensor streams
  • Documentation and operations records
  • Codebases and running applications
  • Synthetic reference sets
People
  • Engineers, who approve the plan
  • Reviewers, who own the reference sets
  • Operators, who execute every step
SKOPAQ AI
AGENT WORKFORCE
Agents do the work|The machine refuses|A person signs
  1. 01 · IntentAgents draft. People approve. Nothing is built from an inferred requirement.
  2. 02 · ArchitectureSchema first, so the contract exists before the implementation does.
  3. 03 · BuildParallel, sandboxed, and reachable only through a typed bus.
  4. 04 · VerificationEvery diff meets the same gates. Any failure blocks. There is no warning tier.
  5. 05 · OperationSystems patch what they can and escalate what needs a decision.
  6. 06 · The answerEvery claim carries its source, or it is not served.

What it connects to

Models
  • Frontier models
  • Open-weight models
  • Fine-tuned models
Tools and data
  • Typed tool bus
  • Telemetry and document stores
  • Version control
  • Sandboxed execution
Runtimes
  • Cloud
  • Edge
  • Fully air-gapped

Every box names something the products run today · no vendor logos, because none of these are partnerships

Read the method
A satellite in silhouette above the night side of Earth, the atmosphere a thin lit band below it.

Satellite operations

The alarm is not the hard part. The investigation is.

An operator still cross-references the telemetry, the operations manual and the failure analysis by hand — Jantar does that pass and returns a root-cause account with a drafted recovery, every claim carrying the document it came from.

Advisory only — a human executes every step · Live at jantar.space

Explore Jantar
A dense array of small precision lenses set into a black machined panel, receding into shadow.

Autonomous testing

Nobody writes the tests

Point Argus at a codebase and a running application: it reads the code, plans the coverage, drives the browser, checks the API and the database, and repairs the selector when the interface moves instead of failing the build.

Engine open source under MIT · github.com/Skopaq-AI/argus-backend

Explore Argus
Abstract artwork: stacked sheets of smoked glass, each edge catching a thin line of violet and cyan light.

Products

Three systems, and what each one is not

Satellite anomaly investigation, autonomous testing and an AI model gateway — each entry says what it does, what it does not do, and whether you can read the source.

Three entries · two on a public URL · one open source under MIT

All products