SITUATED WORLD MODEL · V1.0

Fast judgment for
the next move.

Give Trio-Spark the state of an environment and 2–8 possible moves. One pass returns the best next move and a probability for every choice.

Try 100 decisions free Read the API docs
environment signals→structured state→TRIO-SPARK→next move
25

Drone decisions

75.7 m flown through an obstacle course with zero collisions.

3

Browser decisions

Requested item selected and the task closed autonomously.

13

Robot decisions

Physical manipulation completed with zero forbidden contacts.

ONE REQUEST. ONE DECISION.

Your environment defines what Spark can do.

Use structured signals from software, simulations, sensors, or robots. Your application keeps control of legal actions and execution.

curl https://platform.machinefi.com/api/spark/v1/decisions \
  -H "Authorization: Bearer $TRIO_SPARK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "task": "Keep the machine safe.",
    "state": {"temperature_c": 84},
    "choices": [
      {"id": "slow", "description": "Reduce speed"},
      {"id": "stop", "description": "Stop now"}
    ]
  }'