FULL-CYCLE AI LAB
ELPIS

We bring advanced AI into your business

We take your idea from problem statement to stable production, with transparent processes.

5
YEARS IN THE FIELD
40+
SERVICES IN PRODUCTION
10+
DOMAINS
OUR CLIENTS — #1 IN THEIR INDUSTRIES
Sber
Data Heroes
Skoltech
WhoMatch AI
Art. Lebedev Studio
Leadators
ITV
God Of Startups
QoreAI
Healthtech
Services

How we can help

From pinpoint expertise to a turnkey project. Not sure what you need? Start with a consultation.

Consultation// 01

We review your case and tell it straight: what AI can actually solve, what it can't, and how to approach it.

Data and problem audit
Feasibility and risk assessment
Roadmap and stack
Business automation// 02

We take the routine off people: handling tickets, documents, calls and analytics — on AI pipelines.

RAG support and knowledge bases
Document processing and analysis
Call and ticket analytics
AI feature// 03

We embed a smart feature into your product — one that holds up under load, not just in a demo.

Recommendations and personalization
Search, matching, ranking
LLM agents and assistants
Turnkey project// 04

We take the whole thing: from research and PoC to production, MLOps and support.

Research → PoC → MVP → prod
Architecture and MLOps
Monitoring and support
CASES & CLIENTS

How we help businesses grow

A personal approach and attention to detail produce unique solutions for our clients.

Skoltech
GigaChat LLM evaluation

Quality benchmarking: MMLU control, Long Answer development, curating SFT cases in the RL domain.

RLLLM EvalMMLU
Art. Lebedev Studio
Studio RAG chatbot

A chatbot over 5000+ projects, awards and services — guiding the client from first contact to order.

RAGChatbotSearch
Data Heroes
AI for support and sales

First-line RAG support, NER in the chatbot, market-price clustering, automated call analytics.

RAGNLPSTT
WhoMatch AI
Business matching algorithm

Matching business partners at offline events: model training, service architecture, MLOps.

MatchingMLOpsArchitecture
ITV
Recommender + LLM agent

A hybrid recommender for films and series; an LLM agent that learns preferences for personalization.

RecSysLLMAGENT
Leadators
AI lead-generation engine

PoC→MVP: "sell/buy…" → relevant results. Benchmarking, training, versioning.

SearchNLPMLOps
Healthtech
Cardiac pathology detection

Detecting cardiovascular pathologies from audio; a family of architectures + the cardiobit library.

Audio MLResearchPyTorch
QoreAI
Vehicle ranking

ML ranking-system architecture for a US car-dealer aggregator.

RankingML SYSTEM DESIGN
Testimonials

What our clients and colleagues say

We always listen to our clients to get a little better, together.

Takes the work seriously, shows initiative, and breaks complex problems into clear, well-reasoned solutions. Strong AI expertise and consistently high output. I recommend him without hesitation.

Tom Dalevich
Co-founder of 6 startups, Startup Accelerator, VC Analyst

Daniil worked on evaluating large Russian-language models: MMLU quality control, Long Answer, and curating SFT cases in the RL domain. His expertise in reinforcement learning directly improved the quality of our evaluation pipeline.

Alexey Zaytsev
Associate Professor on Deep learning

Impressed me with how fast he turns business problems into working ML solutions: he automated call analytics, built price clustering, and strengthened the chatbot with NLP. He listens to feedback and cares about quality.

Ihor Proshyn
Lead QA Engineer

Designed and shipped a hybrid recommender system, then extended it with an LLM agent that learns preferences. His depth and creativity had a direct impact on product quality.

Sergey Gardeychik
Senior Software Architect & Tech Lead

A strong engineer who gets things done without unnecessary drama. Fast, proactive, easy to work with. We did classification and NER together — he's excellent with text data.

Sergey Krasun
Founder

He led the hardest parts of the project and the whole process: set up experiments and versioning, and explained not just what to do but why. He was both team lead and mentor at once.

Alexander Shestoperov
AI Engineer
About

Expertise honed by years of deployment

By focusing specifically on AI deployment and automation, we deliberately built up the expertise to become the best in this field.

Elpis is an applied AI lab founded to embed intelligence into products and processes in a way that delivers real value and frees people from routine.

We validate the hypothesis first, then build. We don't take on ideas that won't bring the business value.

We're accountable for the metric in production, not for the fact that a model was trained. Up front, we define which business metrics the deployment will move and how.

The code and infrastructure stay with you. You get a system you own, and your team will know how to run it.

DANIIL KOTAU
Elpis co-founder, Senior AI Architect & Lead, AI analyst

Tell us about your task

Send a request and get a first free consultation for your business.

NEW PROJECT REQUEST