Scale GenAI Platform has made it much more manageable for us to prepare and label training data for our customer support assistant. It gives us access to structured data pipelines and human-in-the-loop annotation without having to build that infrastructure ourselves. The ability to combine automated processing with human review for edge cases has noticeably improved the quality of our training data versus relying only on automated labeling. Integration into our existing model-training workflow was smooth, and the platform’s tools for handling large volumes of data have continued to scale well as our dataset needs have grown.

Donovan has been a strong fit for exploring AI solutions tailored to research and knowledge-focused institutions, offering access to leading LLMs alongside fine-tuned models suited to structured, mission-critical workflows. Working with a research and studies center, the platform's ability to handle large volumes of specialized, domain-specific content made it well-suited for organizing and querying complex archival or scholarly material. Having a platform built around compliance and reliability, rather than a generic consumer AI tool, made it easier to propose a credible AI-driven solution tailored to the institution's specific research needs.

I have been using Donovan AI for generating reports and assisting me with coding tasks, and my overall experience has been very positive. One of the features I found most helpful is its ability to create well-structured reports using clear, professional language. It explains concepts in a detailed yet easy-to-understand manner, which saves me a lot of time when preparing documentation. Donovan AI has also been very useful for coding assistance. It helps me write cleaner and more efficient code by suggesting optimized solutions with fewer lines of code. It often recommends approaches that reduce the time complexity of algorithms, making my programs faster and easier to maintain. Whenever I get stuck while coding, it provides clear explanations and alternative solutions, which improves my understanding as well. Another feature I appreciate is its document management capability. It organizes information effectively and presents it in a professional format, making reports more readable and polished. Overall, Donovan AI has increased my productivity by helping me complete tasks more efficiently while maintaining high quality. I would recommend it to students, developers, and professionals who need support with report writing, coding, and document organization.