
""Security, compliance, reliability, quality, those things don't just go away for enterprise applications," she said."
""Vibe coding is excellent for quick experiments, but Empromptu is what turns those experiments into real software," she said. Empromptu, she continued, "turns ideas into production features with built-in evaluation, governance, and self-improvement," she said. "You ship to real customers, with real data and complete control. If vibe coding is the brainstorm, Empromptu is the build.""
"Empromptu claims all a user has to do is tell the platform's AI chatbot what they want - like a new HTML or JavaScript app - and the tool will go ahead and build it."
Sheena Leven learned to separate practical business needs from visionary ideas and to apply fundamentals like security and compliance even with AI. After CodeSee's acquisition, Leven and AI researcher Sean Robinson launched Empromptu to let businesses build AI applications by describing desired features to an AI chatbot. The platform generates apps, offers LLM tools for fine-tuning, and integrates AI into existing codebases. Empromptu targets customers needing production-grade software with governance and reliability. The company raised $2 million in pre-seed funding to hire staff and develop proprietary technology for regulated and complex industries.
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