Photonics
- Programmable photonic meshes
- WDM channel control
- Spectral pulse shaping
- Coherent beam combining
- Optical phased arrays
- Nonlinear photonic systems
Applications
Where fast control
changes the outcome.
TrueLoop applies wherever a writable physical or simulated system exposes useful measured structure and must be controlled inside a real operating budget.
The operating conditions
One architecture.
One clear fit.
The runtime has an advantage when four conditions hold:
- 01Writable state
The system exposes controls that can be updated and retained between cycles.
- 02Informative readout
The measured output preserves useful channel-level or structured direction information.
- 03Timely coverage
Relevant channels are revisited before drift makes the last measurement stale.
- 04Stable response
Local updates remain controllable around the operating region.
Quantum systems
- QPU calibration and drift control
- Quantum state preparation
- Quantum error-signal regulation
- QKD link stabilization
- QRNG operating-point control
- Diagonal quantum optimization
RF and sensing
- Phased-array beamforming
- Reconfigurable intelligent surfaces
- Radar calibration
- Adaptive antenna arrays
- THz links and beam alignment
- Distributed sensor arrays
Energy and infrastructure
- Grid expansion planning
- Operational grid reconfiguration
- Power-flow congestion control
- Resource allocation
- Network routing
- Real-time dispatch
Industrial control
- High-channel-count calibration
- Adaptive optics
- Process setpoint control
- Hardware-in-the-loop tuning
- Automated test systems
- Drift compensation
Decision systems
- Fraud-model adaptation
- Structured combinatorial planning
- Constraint optimization
- Parity and decoding workloads
- Adaptive experiment control
- Deadline-limited physical search
Commercial outcome
More channels controlled.
More corrections before the deadline.
As readout becomes less parallel or coverage delay grows, lock time and tracking error increase progressively. The architecture remains useful while the control cycle still outruns the system it regulates.