Apera AI, a specialist in “4D vision” for industrial robotic automation, has announced the release of Apera Vue 9.52 and major performance upgrades to Apera Forge.
This January 2026 update provides manufacturers with unprecedented control over robotic motion, deeper diagnostic insights into robot performance, and a significant acceleration in the simulation-to-deployment pipeline.
4D vision is a machine perception technology that combines 3D spatial data (position, shape) with temporal data (time) to analyze motion in real-time
Sina Afrooze, CEO and founder at Apera AI, says: “In 2026, 4D Vision-guided robotics has become the fastest path to higher uptime and global competitiveness for major manufacturers.
“With our latest release, we continue to bridge the gap between advanced AI and the factory floor. Physical AI is helping our customers transform problematic robotic stations and build new lines into high-speed, autonomous assets that drive millions in savings, unlocking line performance.”
Apera AI empowers robots with human-caliber vision and advanced artificial intelligence. Powered by award-winning 4D Vision, robots achieve up to 10x faster vision and greater than 99.9 percent reliability in recognizing objects and completing tasks, delivering new levels of automation productivity.
Apera Vue 9.52 makes installation faster and optimization easier
Apera Vue 9.52 offers new advanced features that give users more control, making optimization easier, and make setup even faster.
Programmable autopilot
Apera Vue’s robot guidance tool, Autopilot is optimized for the lowest possible cycle time. The new Vue 9.52 introduces Programmable Autopilot, allowing users to customize robot pathing to meet specific application safety and complexity requirements.
Apera Vue users can now make robotic picking more predictable and collision avoidant by:
- selecting from Joint (J) moves or Linear (L) moves for each motion segment;
- adding multiple waypoints to approach, grasp approach, grasp retreat, and retreat; and
- defining movement relative to bin or parts to easily clear bin walls and avoid obstacles.
Easy and quick TCP visualization
Full TCP calibration delivers for the highest accuracy picking. New 2D and 3D visuals on the TCP Calibration page show any difference between the ideal gripper tool center-point (TCP) and the real-world end-of-arm tooling.
Easy validation of total calibration accuracy and gripper CAD correctness speeds up installation and optimizes pick performance.
Range finding pipelines
Designed for high performance in de-racking applications, the new Range Finding Pipelines help robots autonomously find the optimal distance and position before capturing an image.
Using Range Finding in concert with de-racking pipelines delivers performant, repeatable results, even with unstructured and shifting racks. This feature is designed for use with Eye-in-Hand (EOAT-mounted) VuePort XS cameras.
Robot mechanical error histogram
When running hand-eye calibration, Vue 9.52 now provides a histogram displaying any robot mechanical (intrinsic) errors, allowing operators to quickly troubleshoot accuracy and effectively identify when to master or quick-master a robot.
Additional changes:
- new Auto-Configure Cameras button for camera setup simplifies networking
- Vue 9.52 now auto-detects the Apera pattern board in use during calibration
Apera Forge supports 4x faster field deployment
Apera Forge is a no-code simulation and AI training design studio that enables users to build, validate, and derisk 4D Vision-guided robotic applications.
In mere minutes, users can simulate and optimize their application, including parts, gripper, robot, and cell environment, followed by now faster-than-ever AI training.
Up to 4x faster asset training
With the latest release of Apera Forge, asset training is up to four times faster, completing in as fast as six hours.
Forge trains an AI neural network with synthetic parts through a million digital cycles to achieve more than 99.9 percent reliability in recognizing objects and performing tasks – delivering a complete vision program ready to deploy on the plant floor in just six to 24 hours.
Structured training setup
The latest release of Forge features a major upgrade to structured training, allowing users to create structured picking setups that mirror real-world robotic cells, yielding more consistent results in both simulation and training.
Users can now:
- create loosely structured bins or tightly structured ones;
- auto-fill bins, place parts one by one, or place 2D/3D grids/patterns of parts; and
- create multiple “structures” with distinct origins, enabling tightly packed bins where parts face different directions.
Jamie Westell, director of engineering at Apera AI, says: “With our latest release, our goal was making the deployment and installation process fast and simple. We’re continuing to advance our state-of-the-art AI vision model training, ensuring our pose estimation is the best in the world.
“With Vue 9.52, we’re giving engineers the control and power to program robotic trajectories via Autopilot to support a variety of applications. Combined with our 4x faster AI training in Apera Forge, we are delivering the fastest, most reliable path to production in the industry.”
