The autonomy loop
Seven agents and a laminate-and-cure digital twin, closing the loop from perception to bounded machine-and-line control — grounded, auditable, human-supervised.
Every stage, closed
Perceive
In-process vision, laser profilometry, ultrasonic and thermographic sensing across layup, cure and NDT.
Predict
The digital twin and defect models predict porosity, consolidation, wrinkles and part strength before they occur.
Place
Autonomous AFP / ATL / robotic layup steers every tow to the qualified envelope.
Cure
Adaptive autoclave / OOA control holds ramp, pressure, vacuum and exotherm to target Tg.
Inspect
Pre-cure prediction fused with post-cure ultrasonic and thermographic NDT certifies integrity.
Certify
Grounded, immutable audit trails make every part traceable and airworthiness-ready.
Optimize
Yield, scrap, cure energy and throughput are optimized across the whole factory.
Each agent owns a step
Plyoq
Autonomous fiber placement — every tow steered, every ply perfect.
Closed-loop AFP / ATL / robotic layup control: steering, tow tension, gaps, overlaps, orientation, and compaction, sensed and corrected in-process.
Explore Plyoq
Voidra
See every void — porosity, wrinkles, and FOD, sensed and certified.
Predicts porosity, wrinkles, FOD, misalignment and dry spots pre-cure, then fuses ultrasonic C-scan and thermographic evidence post-cure to certify integrity.
Explore Voidra
Curevo
Cure with certainty — full consolidation, target Tg, zero porosity.
Adaptive autoclave / OOA cure control — ramp, temperature, pressure, vacuum, exotherm — against physics-informed cure-kinetics and consolidation models.
Explore Curevo
Strandix
Hit target strength before the cure — the composites digital twin.
GPU-accelerated simulation of placement, compaction, cure kinetics, exotherm, residual stress and strength — validates and auto-optimizes recipes before the cure.
Explore Strandix
Roboply
Robotic hands for the composites factory — trim, drill, handle, assemble.
Vision-guided robots for ply handling, tool loading and part movement, plus robotic trimming, drilling and bonding — coordinated with the whole Curelum loop.
Explore Roboply
Yieldex
The factory orchestrator — maximize yield, minimize scrap and cure energy.
Factory-level optimization brain: cuOpt scheduling of AFP paths, autoclave batches, NDT routing and finishing, with one real-time view of quality and yield.
Explore Yieldex
Why acting beats assisting
- Program a path, run it, hope
- Inspect after cure, condemn late
- One-size cure cycles, wasted energy
- Defects disconnected from cause
- Sense, predict, correct in-process
- Certify integrity, trace to cause
- Adaptive cure to target Tg
- Every action bounded and audited
Graduated autonomy, by design
Shadow
Curelum observes and predicts alongside your team, establishing a baseline with zero control authority.
Assist
Agents recommend layup and cure moves and predict defects and strength; engineers approve.
Bounded auto
Low-risk cells run autonomously inside qualified envelopes, escalating exceptions.
Expand
Add modules and cells across the factory as trust and data compound.
A data flywheel single tools can’t spin
Every supervised correction trains the system. More customers → more supervised outcomes → better layup, cure, porosity and strength models → more autonomy → more workflow captured → deeper integration and more proprietary data. Rare defect and new-material patterns learned at one factory transfer, IP- and ITAR-preserving, to all producers running similar parts.
- Cross-factory porosity, wrinkle, FOD and strength corpus
- Physics-informed placement, cure and strength surrogates
- Federated, ITAR-isolated learning
- Qualification-artifact and switching-cost moat
Hit strength before the cure
Strandix simulates placement, compaction, cure kinetics, exotherm, residual stress and strength — validating and auto-optimizing a recipe before any carbon or autoclave energy is committed, then pushing bounded control envelopes to Plyoq and Curevo.
On top of the systems you run
AFP / ATL controllers
Autoclave / OOA
Ultrasonic & thermographic NDT
MES / ERP
OPC-UA / OT
Historian / PLM
SSO / RBAC
Edge fleet mgmt
Airworthiness-ready by construction
Grounded outputs, immutable audit logs, human-in-the-loop checkpoints and bounded control envelopes are built in from day one — not bolted on. Every action is traceable to the ply, machine and cure trajectory that produced the part.
| Grounding | Every output tied to real measurements |
|---|---|
| Audit | Immutable per-action log |
| Control | Bounded, qualified envelopes |
| Human-in-the-loop | On flight-critical decisions |
| Isolation | ITAR-ready, per-site data |
| Standards | AS9100 / NADCAP-ready |
Proven on hard metrics
See the loop on your line
Instrument one cell, prove ROI, and expand across the factory.