Infinite data.Zero friction.
AuraOne spins up entire worlds—from physics-based robotics sims to LLM chat logs. It’s a video game that makes data for you, so you can train on tomorrow's edge cases today.
Pick the right brain for the job.
AuraOne orchestrates an ensemble of specialized generative models. From rigid physics simulations to dream-like diffusion.
Physics Engines
Perfect ground truth for robotics. Simulate gravity, friction, and collision with pixel-perfect segmentation labels.
Procedural Generation
Infinite scale. Build massive city grids and weather systems instantly using rule-based logic that never repeats.
LLM Synthesis
Reasoning at scale. Generate millions of chat logs and chain-of-thought traces to train smarter language models.
Diffusion Models
Visual imagination. Create pixel-perfect photorealistic images from text descriptions to fill gaps in your dataset.
GANs
Adversarial refinement. Polish synthetic data until it's indistinguishable from real-world sensor noise.
VAEs
Latent discovery. Explore the hidden mathematical space of your data to find rare edge cases standard sampling misses.
Hybrid Injection
The reality check. We inject real-world failures into synthetic scenes to ground them in physics.
Privacy and utility.
Tuned on purpose.
Differential privacy budgets. k-anon checks. Rare-event boosters. Utility scoring. Style profiles that lock structure and tone. You can measure it all.
Privacy, utility, and style are measured—not assumed. Tune budgets, boost rare events, and lock tone before anything ships.
Synthetic runs stack while you sleep.
Track the beats from domain intake to guardrail-ready datasets. AuraOne keeps the loop tight.
Scenario brief arrives.
AuraOne maps the domain, pulls the right collaborators, and preloads environment parameters for the run.
Edge cases materialize overnight.
Weather, actors, and failure states generate in parallel. Cleo recruits human validators to score realism on the fly.
Dataset lands staging.
Policies, guardrails, and QA notes ship with the data so AI Labs can replay regressions without touching production logs.
Every signal, one surface
Telemetry, workforce status, and governance stay in the same clean view.
Procedural worlds
Scene variants
3,200
Domain gap
-38%
Multimodal capture
Sensors fused
12
Sync drift
< 4 ms
Intelligence routes through a single decision lattice.
Evaluations, human judgment, and governance emit into the same telemetry mesh. AuraOne resolves intent, drift, and escalation without switching surfaces.
Signals unified
48 streams
Human escalations
< 45 sec
Release velocity
7×
Audit coverage
100%
RLHF curation
Preference jobs
+28/day
Reward uplift
+15%
Compliance sieve
PHI leakage
0
Audit lineage
100%
Plan synthetic campaigns without guesswork.
Compare synthetic, hybrid, and live capture options. AuraOne recommends the mix that keeps quality high and compliance satisfied.
Why teams pick AuraOne over the status quo.
See how our platform transforms data generation from a bottleneck into a competitive advantage.
Feature
AuraOne Platform
Next Generation
Status Quo
Legacy Approach
Label Quality
Pixel-perfect, mathematically guaranteed labels for every frame. No human error.
Noisy, inconsistent human labels that degrade model performance.
Dataset Strategy
Hybrid Campaigns mix synthetic bursts with real-world capture, injecting ground truth into generated worlds.
Pure synthetic vendors hallucinate edge cases; manual labeling shops are too slow to scale.
Service Model
Self-service for speed, Managed Campaigns for scale. Spin up a run yourself or let our ops team handle the loop.
Black-box managed services that make you wait days for a simple parameter tweak.
Pipeline Integration
One continuous loop. Generate data -> Validate with humans -> Train model -> Replay regressions.
Fragmented tools. You generate data here, hire labelers there, and struggle to connect the dots.
Every industry gets a ready synthetic loop.
Domain Labs pairs synthetic and real capture so teams can launch safely without waiting for the perfect dataset.
Autonomy
Procedural city grids, hostile actors, and weather churn continuously. Specialists grade interventions so fleets learn from the nightmare commute before it happens.
Energy
Synthetic grid demand, outage cascades, and climate shocks let ops test resilience strategies with zero downtime.
Healthcare
HIPAA-aligned imaging and telemetry mirror your protocols. Every sample ships with consent lineage and audit-ready context.
Robotics
Simulated environments match physical capture. Cleo provisions operators so humanoids learn dexterity and safety simultaneously.