ROBOT FLOW LABSTHE COMPILER

ANIMA

THE GCC OF ROBOTICS AI

Describe what your robot should do. ANIMA compiles it into a validated, safe, GPU-deployed pipeline — in 0.32 milliseconds.

FULL COMPILATION

0.32ms

ANIMA // THE COMPILER

01THE CHALLENGE

THE PROBLEM

HAND-WELDED PIPELINES
Every robotics team writes the same glue code. Pick perception → wire pose estimator → wire grasp planner → add safety → build Docker → test → fail → start over.
80% PLUMBING
Teams spend 80% of time on integration and 20% on actual research. Multiply by every new task, robot, customer.
NO COMPILER EXISTS
Nobody has a compiler for robotics AI. Every pipeline is hand-welded.

02THE ARCHITECTURE

01
INTENT TRANSLATION
LLM parses natural language into structured task spec. Runs once. Never in the control loop.
02
THREE-GATE VALIDATION
Schema correctness. Hardware feasibility. Safety constraints.
03
CONSTRAINT SOLVING
CSP solver with backtracking. GPU memory, latency, sensors, dependencies. Deterministic.
04
DEPLOYMENT GENERATION
Docker Compose, ROS2 launch, BehaviorTree XML, safety envelope, metadata.

No LLM in the control loop. Same task spec compiles to same deployment, every time.

03PERFORMANCE

04IMPACT

DEFENSE
A single command reconfigures a fleet's perception stack from perimeter surveillance to counter-drone tracking in under a second.
COMMERCIAL
The difference between shipping a paper and shipping a product. Every module becomes a compiler primitive.

05INFRASTRUCTURE

DEPLOYMENTPRODUCTION-READY

Running on 8× L4 fleet. Drives the entire 200+ module portfolio. One-line install. Open to enterprise and defense pilots.