TectoAI
The future of organizations will comprise human workforce and AI employees. Tecto will help companies accelerate hiring AI employees, but with diligence! - Discovers the AI employees for your workflows - Evaluates them with structured "resumes" (app evals) - Monitors behavior post “hiring” (deployment) - And stays ahead of regulatory change and real-world incidents
About the Company
We’re Tecto (YC S25), on a mission to help enterprises trust and adopt AI with confidence. Think of us as the system of record for AI employees — we help companies discover, evaluate, and continuously monitor AI tools for compliance, performance, and ROI.
We’re already live with law firms and piloting with Big 4 consulting firms and enterprise clients. Backed by Y Combinator, we’re building the category-defining platform for AI governance at scale.
Tech Stack
We benchmark AI tools at the application level — testing how they actually perform inside enterprise workflows. That means:
- Building and curating datasets that capture real-world use cases (law, consulting, finance)
- Running scenario-based evaluations that simulate day-to-day employee usage
- Using LLMs as judges to score outputs on faithfulness, bias, safety, and usefulness
- Tackling integration complexity as we connect with dozens of third-party AI systems and APIs
All of this flows into real-time trust and compliance scores that enterprises can use to make adoption decisions with confidence. Under the hood, we’re combining ML research, large-scale data processing, and intuitive product design to make AI governance seamless.
Founders
I bring 10+ yrs experience navigating highly regulated spaces. I developed and launched AI-enabled tools for US gov and private sector, gaining firsthand experience with the rigorous scrutiny that comes with adopting AI solutions. I developed and scaled a hardware technology to replace nuclear gauge testing in the construction industry during my PhD, saving States $Ms that resulted in publishing an ASTM international standard.
Roksana is Cofounder and CTO of TectoAI, the HR system for AI agents. She holds a Master’s in Computer Science and spent 6+ years at Google building ML features in Gmail, shipping to hundreds of millions of users. She specializes in deploying AI safely at scale, with deep experience in real-time systems, data sensitivity, and edge-case failure.
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