kitsuno.ai

SF4L S.R.L. · Bucharest

AI-powered tools for everyone who takes careers, learning and development seriously.

We build evidence-backed software and learning systems that help people grow. Quality over volume, always.

What we do

AI product development

We design and build AI-native products end to end, from matching engines and scoring systems to open agent protocols. Kitsuno is the proof: a full platform conceived, designed, and shipped in five weeks, with Claude as engineering partner.

Learning & development

More than a decade designing how people learn. We build digital learning ecosystems, advise on AI-enhanced education, and help institutions move to competency-based frameworks. Clients have ranged from UNICEF partners to Swiss universities.

Organizational transformation

We help organizations evolve their L&D strategy and adopt AI with intent. Digital transformation and systems change grounded in real practice, not slideware.

Flagship product

Kitsuno

An intelligent job search platform that finds, scores, and matches opportunities based on your actual skills and experience, then writes tailored applications for you. No spray and pray. Evidence-backed, quality over volume.

Kitsuno is also agentic at its core. Through the Kitsuno Handshake, an open agent-to-agent protocol, a candidate's agent and an employer's negotiate a match through staged, consent-first disclosure. The spec is public and Apache 2.0.

Visit kitsuno.ai Explore the Handshake

Background

SF4L combines more than a decade of experience in learning design, AI systems, and organizational transformation. From UNICEF-partnered education programs to enterprise L&D strategy, the focus has stayed the same: helping people grow. Now we are applying that to the job search, because finding the right role should not feel like a full-time job.

Founded by Gregory Turkawka. View track record

Frequently asked

What is SF4L?
SF4L S.R.L. is a Bucharest-based company that builds AI-powered tools for careers, learning, and development. Its flagship product is Kitsuno, an evidence-backed AI job search platform.
What does SF4L do?
SF4L works across three areas: AI product development, learning and development consulting, and organizational transformation. It has worked with clients ranging from UNICEF partners to Swiss universities.
What is Kitsuno, and how does it relate to SF4L?
Kitsuno (kitsuno.ai) is SF4L's flagship product: an AI job search platform for EU/EFTA and international markets that finds, scores, and matches roles to your real skills, then writes tailored applications. SF4L S.R.L. is the parent company that builds and operates it.
Who founded SF4L?
SF4L was founded by Gregory Turkawka, who serves as Founder and Principal Consultant. He brings more than a decade of work across learning design, AI systems, and organizational transformation.
What is the Kitsuno Handshake?
The Kitsuno Handshake is an open agent-to-agent protocol for hiring. It lets a candidate's agent and an employer's agent reach a match through staged, consent-first disclosure. The specification is public and licensed under Apache 2.0.
Where is SF4L based, and how do I get in touch?
SF4L S.R.L. is registered in Bucharest, Romania (Sector 1). You can reach the company at info@sf4l.net.