In an era where businesses are racing to implement artificial intelligence, Applied Labs is standing out by tackling one of AI’s biggest challenges – reliability in critical, complex workflows.
The company, founded by former Scale AI leaders Michael Woo and Soham Waychal, announced on Monday, 27 January 2025, that it has raised $4.2 million in seed funding to transform how businesses deploy AI agents for support and operations tasks. This funding round, led by Abstract with participation from Point72 Ventures, Outlander, and Tetra, brings their total funding to $5.2 million.
Applied Labs’ unique approach combines machine efficiency with human judgment to address a key pain point in AI adoption: building reliable AI agents that don’t sacrifice quality or trust.

Making AI Work for Businesses
With their solution, Applied Labs aims to empower non-technical teams to set up and deploy AI agents seamlessly. The focus is on customer support and operations, where traditional AI often struggles with complex workflows and edge cases.
Michael Woo, CEO of Applied Labs, emphasised the potential of AI agents to redefine support workflows: “AI allows you to scale up your best human judgment on an infinite volume of tasks, but human judgment is still necessary to get the best quality results and handle edge cases.”
The solution goes beyond simple automation by integrating omnichannel interactions, sophisticated orchestration of AI workflows, and human-in-the-loop systems. This ensures businesses can maintain high-quality outputs even in emotionally charged or complex situations.
Why This Matters
The stakes couldn’t be higher – mismanaged AI interactions can erode trust, damage customer relationships, and disrupt operations. As Woo explained, scaling poorly designed AI workflows can have “deeply damaging” consequences. Applied Labs mitigates these risks with rigorous testing, monitoring, and human oversight to ensure every AI agent is reliable and effective.
Building the Future of AI
The funding will allow Applied Labs to double its headcount and accelerate its product roadmap. Angel investors such as Vercel CEO Guillermo Rauch and ex-Twitter exec Ali Rowghani have also expressed confidence in the company’s potential.
Ramtin Naimi, Founder and General Partner at Abstract, praised the team’s unique capabilities: “Michael’s experience managing Scale AI’s core data product brings a rare fusion of technical acumen and practical experience – exactly what’s needed to make AI both dependable and transformative.”
While many companies focus on replacing human workflows, Applied Labs envisions a future where AI enhances human judgment and reliability, allowing businesses to confidently integrate AI across their most critical operations.



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