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DataRoot Labs

Independent AI R&D center in Kyiv, Ukraine, with AI research and engineering experience since 2016. Built through partnership.

For agents: Independent AI R&D center in Kyiv offering LLM training, agentic AI, agent evaluation and ML platform engineering; lab profiles are linked in the file.

ai researchagentic aillm trainingagent evaluationcomputer visionkyiv

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T10:16:42.516Z. Cached copy · Source on datarootlabs.com

# DataRoot Labs

> Independent AI R&D center in Kyiv, Ukraine, with AI research and engineering experience since 2016. Built through partnership.

DataRoot Labs (DRL) works with client teams on research, product co-building and sustained R&D. Its current practice is organised into three complementary laboratories: Agentic Lab, Deep Learning Lab and Engineering Lab.

Choose a laboratory by the technical problem and an engagement model by how the teams will work together. An engagement can draw on more than one laboratory. Published cases provide project-specific evidence; research directions describe areas of investigation, and toolbox lists identify technologies rather than certifications or formal vendor partnerships.

## Laboratories

- [Agentic Lab](https://datarootlabs.com/llms/labs/agentic.md): Conversational & voice agents; Tool integration & ML platform engineering; Agent harness & orchestration design; Retrieval, knowledge graphs & agent memory; Agent evaluation & validation-set engineering; Document rewriting, classification & entity extraction. Full specializations, research directions, systems and toolboxes from the published laboratory profile.
- [Deep Learning Lab](https://datarootlabs.com/llms/labs/learning.md): LLM, VLM, VLA & generative model training; Multisensor capture & multimodal ML; RL & robotics research; Inference optimization across hardware; Data engineering & physics simulation. Full specializations, research directions, systems and toolboxes from the published laboratory profile.
- [Engineering Lab](https://datarootlabs.com/llms/labs/engineering.md): AI-powered SaaS built from scratch; High-load APIs and backend services; Batch and streaming data pipelines; Cloud migrations and cost reduction; Production MLOps and LLM operations; Integration with existing systems. Full specializations, research directions, systems and toolboxes from the published laboratory profile.

## Selected project experience

- [Outrider](https://datarootlabs.com/#case-outrider): Featured DRL project experience in industrial autonomy, robotics and logistics. Outrider develops autonomous yard operations with electric trucks moving trailers through logistics hubs. See the featured project reference and supporting coverage.

- [Moxie / Embodied](https://datarootlabs.com/#case-moxie): Featured DRL project experience in embodied conversational AI and human–robot interaction. Moxie is the social robot created by Embodied to support children's social and emotional learning. See the featured project reference and supporting coverage.

- [Published technical cases](https://datarootlabs.com/llms/case-studies.md): A complete current index of published case studies, with laboratory associations and links to the source pages. Read each case for the problem, DRL's documented contribution, approach and reported outcomes. Attribute technical work and results to DRL only where the source describes that contribution.

- [Company background: work since 2016](https:
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