Invert Launches Invert Assist: Revolutionizing Data Analysis in Bioprocessing
Invert, a well-respected name in AI-driven bioprocess software solutions, has made significant strides with the launch of Invert Assist, a new, AI-powered analysis interface tailored for bioprocessing. This revolutionary tool is engineered to facilitate data analysis and process modeling through natural language prompts, allowing users to seamlessly interact with complex datasets without the need for coding expertise.
The introduction of Invert Assist signifies an important leap towards fulfilling Invert's vision of leveraging AI to minimize development and manufacturing timelines within the biopharmaceutical sector. The goal is straightforward: expedite the creation of life-saving therapeutics. The challenges faced by biopharmaceutical developers are multifaceted, primarily arising from the substantial volume and complexity of bioprocess data that is often confined to silos. Factors such as scientist time constraints, convoluted corporate IT structures, and fragmented data workflows contribute to an environment where valuable data remains underutilized.
Moreover, as novel therapeutic modalities such as complex biologics and gene therapies emerge, the need for deeper analytical insights becomes increasingly critical. These complexities can lead to widening gaps between data analysis and actionable decision-making, stunting the pace of bioprocess innovation. Invert Assist addresses this pressing concern effectively.
This fully integrated AI solution simplifies what traditionally required hours of manual coding from expert teams. Utilizing a conversational chat interface, users can instruct Invert Assist to identify trends and correlations, pinpoint factors that influence variations between production runs, build predictive models and simulations, and summarize key findings across various experiments.
Martin T. Permin, CEO and Founder of Invert, expressed the transformative nature of their new AI tool by stating, "We've built Invert to close the gap between data and action. Our new AI offering is an obvious next step, transforming bioprocess data into actionable insights, without the user needing to write code. What once took months, now takes seconds."
Internal assessments reveal that Invert Assist consistently surpasses general-purpose large language models (LLMs) like OpenAI's ChatGPT on bioprocess-specific tasks. To compare the performance, Invert developed specialized evaluations tailored to the tasks and data typical in bioprocessing. When tasked with providing recommendations for process optimization, Invert Assist's responses received consistently higher marks—over double those processed by generic models.
Central to the functionality of Invert Assist is its use of Invert's proprietary bioprocess software, which creates a cohesive, unified, and contextualized data environment. This approach ensures that outcomes are grounded in users' own high-quality, real-time process data across various production scales and stages. Unlike many LLMs, Invert Assist is specifically designed for use in regulated biomanufacturing environments, allowing for fully accessible Python code which guarantees traceable and verifiable results.
The insights and features of Invert Assist were crafted based on decades of collective bioprocess experience, addressing the industry's real-world challenges from both the laboratory bench to the production floor. "Invert Assist is built leveraging our strengths in domain-specific expertise, comprehensive industry knowledge, and AI-ready data," stated Permin. "We are confident in asserting that it is the first AI system hence created for bioprocess applications."
Invert is leading the charge in bioprocess AI solutions, providing cloud-native platforms that automate the process of data unification, harmonization, and contextualization. This ensures instant availability of AI-ready data for the bioprocessing ecosystem. By seamlessly integrating into operational workflows from initial research phases to full-scale manufacturing, Invert's tools empower scientists and engineers to uncover vital insights that not only save valuable time but can ultimately drive forward the next critical innovation in biopharmaceuticals.
For further details about Invert Assist, you can visit
Invert's official website.