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AI needs to be trained and validated on realistic data - yet real-world data is scarce, expensive, and slow to collect and annotate Introducing MIMIC Transforming real-world data into limitless training environments, bridging simulation and reality Recorded Data MIMIC Reconstruction (Multimodal Intelligent Modeling & Immersive Cognition) Create variants at scale in real time with multimodal (camera, lidar and radar) scene reconstruction Recorded Data MIMIC Reconstruction Real-world object reconstruction for unlimited testing in autonomous system Recorded Data MIMIC Reconstruction Data with real-world fidelity, closing the simulation gap in open and closed loop scenario testing Recorded Data MIMIC Reconstruction

From Limited Data Captures to Millions,
High-Fidelity Scenario Sets

As AI systems demand ever-larger datasets for training and validation, traditional real-world collection is proving too slow and costly.
Qvyon’s MIMIC™ platform expands limited sensor inputs into millions of diverse, high-fidelity real-world scenarios, instantly and across all sensing modalities.

  • Real-world fidelity for safety-critical model validation 
  • Sensor-agnostic across camera, radar, LiDAR, and fusion
  • Accelerated, cost-efficient scenario generation at scale

Real-World Data Is the Bottleneck 

Next-generation AI depends on continuous data-driven adaptation, but real-world data pipelines cannot scale to meet demand. 

Data scarcity

Collecting rare and edge-case scenarios requires years of effort. 

Privacy & compliance

Regulatory frameworks limit data utility and interoperability. 

Bias & fairness

Existing datasets skew outcomes and demand balanced coverage. 

Time & cost

Traditional collection, curation, and labeling are slow, costly, and labor-intensive.

MIMIC™
Neural Reconstruction Trainer & Renderer 

MIMIC™ introduces a novel neural data simulation framework that reconstructs and expands real-world autonomous vehicle data. It automatically processes input datasets to generate millions of diverse, high-fidelity scenarios in real time, remaining fully sensor-agnostic across all capture setups and sensor modalities.

Let’s Talk About Your Most Critical Scenarios 

Tell us about your sensor setup, validation targets, and where your coverage falls short. MIMIC™ can help you close those gaps, faster, more affordably, and with greater confidence in every outcome.