Solving AI’s “Frankenstein Problem”

According to the founders of Urai AI Corp. building with artificial intelligence should be easier than it is today.

Right now, creating even a simple AI-powered tool often requires developers to connect multiple platforms, tools, and systems just to make it work. The process can feel messy and overly complicated.

That’s the challenge Shanthi Shanmugam, Co-Founder and CEO of Urai AI, set out to solve.

“We became obsessed with what we call the Frankenstein Problem in AI development,” says Shanthi. “Developers are often forced to stitch together too many different tools just to build a single AI agent.”

Urai AI is working to simplify that process by creating one platform where developers can build and run AI agents that complete tasks safely and efficiently in one place.

The idea for the company came from a key insight about how today’s AI models operate.

Many AI systems spend a lot of time “thinking” through problems, which can make them slower and more expensive to run. Shanthi and the team discovered that AI models are often much better at writing code than they are at reasoning through complex tasks.

Their breakthrough came when they allowed the AI to generate its own instructions to complete tasks.

Instead of forcing the AI to think its way through every step, it can create and follow its own set of directions, making it both faster and far less expensive to operate.

Behind the scenes, building that system required solving difficult technical challenges, but the goal remains simple – create AI that works more reliably and is easier for developers to use.

While the technology is ambitious, the founding team’s relationship goes back much further than the company itself.

Shanthi and her co-founder Vagmi Mudumbai have known each other for more than 22 years, first meeting while working together at SAP Labs.

“We’ve been through decades of change in the tech industry together,” she says. “That kind of history builds a level of trust that really matters when you’re building a company.”