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Streamline vision AI projects with an end-to-end platform. Label datasets, train models, design sophisticated automations, and deploy in the cloud or edge.
Research report
Research Report: Physical AI Deployment for Executives
2026 is the inflection point for physical AI.
New ABI Research lays out the executive playbook for shipping physical AI in 2026. Learn how to close the production gap, what the transformer inflection means for industrial deployments, and get equipped with a proven path from first use case to validated ROI.
What’s inside
- Why pilots fail at scale and the systems-engineering approach that ships them.
- A framework for narrowing from plant-wide rollout to a single line.
- A playbook for getting to ROI in 90 days with a PLC-integrated deployment.
- What the shift from CNNs to transformers, VLMs, and VLA models means for your infrastructure.
Everything you need to deploy vision AI
Additional resources
Vision AI is transforming every industry. Let's transform yours.
Proven Framework: Drive Real ROI From AI
Learn how to identify high-value vision AI use cases and successfully implement them.
Guide: Choosing the Right Camera for Vision AI
See key considerations for selecting cameras and lenses for your vision AI project.