See. Decide. Act.
In every mode.
How the brain works, end to end: sensors fused into one world model, a mission kernel that decides the operating mode, one control loop in every mode — plus the command link that feeds it and the redundancy and safety floor beneath it.
Perception, as swappable skills.
Sensor Fusion
Multi-modal perception fuses LiDAR, radar, RGB, thermal, ultrasonic, and inertial streams into a single unified world model refreshed at 30 Hz — regardless of weather, lighting, or occlusion.
Onboard Mapping
An occupancy world model built and held on-device — it survives link loss, updates as the machine moves, and replays to Titan Command Center on resync. No prior map data required.
Confidence-Aware Localization
Self-localization fuses odometry with anchor corrections and knows how sure it is. When confidence decays, the runtime degrades deliberately — slower, more conservative — instead of guessing.
Model-First Understanding
Perception feeds a model slot, not a hardcoded pipeline: one VLA, or vision composed with a fast-evolving LLM. Compute shifts between seeing and thinking as the scene demands — and a datacenter-scale model takes the hard calls when the link allows.
Fleet Learning Loop
Edge cases captured in the field — including everything buffered while disconnected — feed the data flywheel. Every machine's hardest moments improve every other machine's models.
Hardened in Titan Matrix
Every perception release survives deliberate sensor corruption first: LiDAR dropouts, camera blooms, adversarial inputs, impossible physics. If it can be blinded, Matrix finds out before the field does.
One system. Three operating modes.
Connected
Command directs. Core executes.
Titan Command Center sets intent — missions, waypoints, priorities — and the kernel owns every millisecond decision on-device. Operators can step in; the runtime decides whether stepping in is safe.
Degraded
Trouble noticed. Capability reduced on purpose.
A weakening link, decaying localization confidence, or a missed deadline doesn't surprise the runtime — it triggers a deliberate step down: slower speeds, conservative planning, standby providers taking over.
Disconnected
Comms gone. Mission intact.
The full autonomy stack runs on-device — perception, mapping, planning, decisions. The machine keeps executing its last known mission, buffers everything, and resyncs verifiably when the link returns.
Five stages.
One reflex budget.
Every mode runs the same loop, every stage metered against the reflex-rate deadline budget. A stage that misses its deadline doesn't stall the machine — it triggers the degrade path.
Deterministic and bounded: sensor fusion, pose update, plan-following, obstacle reflexes, watchdogs, actuation. No neural model runs inside this path — that's what makes the budget honest.
Where the models think: the VLA or vision+LLM reads the world, emits skill decisions and plan updates, offloads hard calls to the datacenter when the link allows. Its outputs become the reflex loop's next set-points — a slow thought never stalls a fast wheel, and if deliberation goes quiet, the machine keeps executing its last valid plan inside the safety envelope.
The last stage speaks every dialect.
"Act" lands in the Form-Factor Adaptation Layer: one motion interface translated into wheels, rotors, or legs — Core-W rate-loop steering with Nav2 + MPPI, Core-A attitude control over PX4, Core-L convex MPC with whole-body control. The mission logic above never changes; only the body does.
Connected when possible. Capable when not.
Core Command Link
The Titan-native binary protocol between machine and Titan Command Center — prioritized mission intent and operator overrides down, telemetry and buffered replay up, everything over mTLS.
The 200ms Override Guard
Remote override is refused when the link's round-trip can't guarantee a safe handoff. Latency isn't a performance metric here — it's a safety property, enforced by the runtime, not by operator judgment.
Hash-Chained Resync
Everything buffered during disconnected operation — telemetry, decisions, edge cases — replays as a hash-chained sequence when the link returns. Titan Command Center can verify nothing was dropped or tampered with.
Link-Health Classification
One shared contract turns latency, loss, and silence into a quality class — good, degraded, lost — and a mode recommendation. The same thresholds drive every machine, so 'degraded' means the same thing fleet-wide.
Network-Aware Intelligence
The link decides where thinking happens: datacenter-scale models take the hard calls when bandwidth allows, and the on-device model owns everything when it doesn't. The handoff is the runtime's decision, made continuously.
Fleet Interop
VDA 5050 translation lets third-party AGV fleets take orders from the same control plane, and Open-RMF-style deconfliction keeps mixed fleets out of each other's way.
Fail gracefully. Never fail silently.
The modes above are the failure ladder; these are the mechanisms on each rung — redundancy one registration away, and an independent safety floor nothing above can compromise.
Provider-Group Redundancy
Any capability slot can hold more than one provider — a primary localizer with a hot standby, a primary planner with a conservative fallback. An arbiter watches health and confidence, fails over when the active provider degrades, and hands back on recovery. Opting in is one registration; every switchover is audited.
Dual Sensing Paths
Multiple independent sensor modalities mean no single failure blinds the machine. If LiDAR drops, vision and radar keep the world model alive — and the localization confidence math knows the difference.
Independent Safety Executor
Beneath the smart stack sits a dead-man watchdog that shares nothing with it: heartbeats stop, motors stop. The autonomy stack can fail entirely without taking the safety floor down with it — and the safety floor is never a candidate in any failover vote.
Graceful Degradation
Failure moves the machine through engineered modes — connected, degraded, disconnected, fault — reducing capability in controlled steps toward the safest state, never in a catastrophic drop.
Deadline Watchdogs
Every stage of the control loop and every loaded module is metered against its latency budget. Misses escalate on a ladder — soft, hard, lockout — and each rung has a defined response, from degrade to safe-stop.
Hardware Kill Switch
Physical, non-software-overridable kill switches provide the ultimate failsafe — guaranteeing a human can always stop the system.