PhD-led Consulting

We Build Intelligent
AI Systems That Scale

From LLM integration and RAG pipelines to agentic architectures and enterprise software — we turn cutting-edge research into production-ready systems for global enterprise clients.

10+ Years Experience
2 PhDs on Team
FAANG+ Industry Pedigree

End-to-End AI & Software Expertise

We work across the full stack — from research and architecture to deployment and scale.

LLM Integration & Fine-Tuning

Custom LLM pipelines, prompt engineering, model fine-tuning, and production deployment for your specific domain and use case.

GPT-4ClaudeGeminiOpen Source LLMs

Agentic AI Systems

Design and build multi-agent frameworks, autonomous workflows, tool-calling architectures, and function-call orchestration systems.

LangChainAutoGenTool CallingMulti-Agent

Software Architecture

Microservices design, cloud-native architecture, API design, and system scalability consulting for complex distributed systems.

AWSKubernetesMicroservicesEvent-Driven

Research Consulting

Applied AI research, literature reviews, experimental design, and bridging the gap between academic breakthroughs and practical applications.

NLPML ResearchPrototypingPublications

Full-Stack Development

End-to-end product engineering with Python, FastAPI, React, and cloud platforms — turning your AI prototype into a robust production system.

PythonFastAPIReactDjango

Research Rigor Meets
Industry Reality

We're not a big agency. We're two senior engineers and researchers who have shipped AI systems at companies like Cerence AI, Ericsson, and Morgan Stanley. We know what it takes to go from idea to production for global enterprises worldwide.

  • PhD-Level Depth We understand the science behind the tools, not just the APIs.
  • Production Experience 10+ years shipping real systems at scale across global enterprises.
  • Small Team, Senior Talent You work directly with us — no juniors, no account managers.
  • Full-Spectrum Coverage From ML research to DevOps — we cover the entire AI delivery lifecycle.

Senior Engineers & Researchers

A compact team with deep expertise — we've worked across finance, telecom, fintech, and AI at a global scale.

AY

Agil Yolchuyev

Co-Founder · AI & Software Engineer

PhD in Computer Science with 10+ years of industry experience. Currently building agentic AI systems and LLM applications at Cerence AI. Previously shipped production systems at Ericsson and Morgan Stanley.

LLM Agents RAG Design Python Microservices AWS
SY

Sevinj Yolchuyeva

Co-Founder · AI Researcher

PhD in Computer Science with deep expertise in machine learning research and applied AI. Bridges the gap between academic research and practical, scalable AI implementations for industry clients.

ML Research NLP Deep Learning Data Science AI Strategy

Experience from

Cerence AI · Ericsson · Morgan Stanley · Ebury

From Brief to Production

A focused, transparent process designed to deliver results fast.

01

Discovery & Scoping

We start with a deep dive into your problem, data, and goals. We identify the right AI approach and draft a technical roadmap with clear milestones.

02

Design & Prototype

Architecture design, rapid prototyping, and validation. We iterate quickly to find the optimal solution before committing to full development.

03

Build & Deploy

Production-grade development with CI/CD, monitoring, and thorough testing. We deliver systems built to last — documented, maintainable, and scalable.

Ready to Build
Something Intelligent?

Tell us about your project. We typically respond within 24 hours.