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Foretellix and Inverted AI Join Forces to Enhance AV Testing

In a groundbreaking partnership, Foretellix, a leader in data automation for AI-powered autonomy, has collaborated with Inverted AI, an innovator in predictive human behavior modeling. Together, they are launching a hybrid simulation solution aimed at transforming scenario-based testing for autonomous vehicles (AVs). This innovative approach combines the capabilities of precise scenario generation and advanced AI behavior modeling, providing AV developers with an exceptional tool to rigorously test their technologies.

Meeting the Challenge of AV Development

As the race to develop autonomous vehicles progresses, developers face the pressing need to validate their systems under both routine and extraordinary conditions. Real-world data can often be informative; however, it may fall short in ensuring safety or may be too dangerous to replicate in real life, considering various edge-case scenarios, such as a child unexpectedly running into traffic.

The new solution from Foretellix and Inverted AI addresses these challenges by merging Foretellix's intelligent scenario creation and test automation with Inverted AI's realistic AI-driven behavioral models. Developers can specify the scenarios they wish to test—such as a car abruptly cutting in front of another vehicle or a pedestrian crossing the street. Foretellix generates the specific conditions required for these scenarios, while Inverted AI's models manage the behavior of surrounding road users (including pedestrians and cyclists) based on learned driving patterns amassed from extensive real-world data.

This seamless integration is made possible through Foretellix's Behavioral Models API, which provides a standardized interface to connect scenario logic with a variety of behavioral models, ensuring flexibility and quick adjustments to specific simulation needs.

Creating a Hyper-Realistic Simulation Environment

The collaborative effort produces a simulation environment that mirrors real-world behavior closely, allowing developers to test edge cases in a safe and contextual manner. This innovation not only accelerates the development of autonomous vehicles but also enhances the robustness of AI models and fosters safer deployment across various traffic dynamics.

Foretellix’s Foretify™ platform serves as the backbone of this solution, defining scenario intents, generating test conditions, and automating large-scale simulation runs. Furthermore, it offers detailed analytics on safety metrics, coverage, and behavioral outputs, allowing teams to concentrate on the scenarios that matter most.

Meanwhile, Inverted AI's DRIVE API delivers behavior models that simulate real-world driving interactions among vehicles and pedestrians, producing a variety of human-like behaviors crucial for enhancing the realism of AV systems.

Statements from the Leaders

Reflecting on this partnership, Ziv Binyamini, the CEO and Co-Founder of Foretellix, stated, "The integration of Inverted AI's DRIVE API with Foretify™ will facilitate the generation of hyper-realistic training and validation scenarios, effectively reducing development times and improving system performance. This joint solution equips our clients with comprehensive simulations essential for ensuring the safe deployment of autonomous vehicles."

Frank Wood, CEO of Inverted AI, added, "Our predictive human behavioral models are designed to infuse simulations with realism drawn from extensive video data. Partnering with Foretellix allows us to achieve the scale and precision necessary to validate autonomous vehicle systems efficiently and safely."

Currently, the joint solution is available for select partners, with a wider rollout anticipated later this year, marking a significant step forward in the autonomous driving industry.

About Inverted AI and Foretellix

Inverted AI specializes in crafting predictive human behavior models for simulation and planning, utilizing vast real-world data to train adaptive behaviors critical to fully autonomous vehicles. Their goal is to enhance AV development through increased fidelity and diversity in simulations. More information can be found at www.inverted.ai.

Foretellix is at the forefront of ensuring safe autonomous vehicles, offering a comprehensive toolchain that enhances the efficacy of AV training and validation. Their commitment to advancing AI safety in the physical world is reflected in their operations across the globe. Visit www.foretellix.com for further details, or catch a live demonstration at CES 2026 (West Hall – Booth 4767).