A CV model was developed that can simultaneously detect and quantify various events within the EasyMax automated lab reactor. The model was linked to iControl to create a general CV system that not only enables holistic observations over time but also allows the camera to trigger various operations. This CV system was applied to various process operations relevant to process developments including distillation, crystallization, agitation efficiency, and liquid ̶ liquid extraction. The system is flexible and with new training can be extended to other reactors as well as enrich high throughput data with visual elements. Our vision is for this system to seamlessly integrate with PAT tools and mathematical models, enhancing process intensification technology with visual observations. Looking ahead, we anticipate integrating HeinSight2.0 CV system with other AI tools like large language models (e.g., ChatGPT) and voice activation, creating a framework that combines inputs from various modalities to solve complex AI problems. This collaborative ecosystem, facilitated by Hugging Face, will enable the integration of diverse AIs, streamlining the development and optimization of workup processes and leading to a SDL for workup processes.