Engineering R&D and ML Lab

R&D, Machine Learning
and Software Development
for your business

We turn complex challenges and raw data into working products. From applied research and prototyping to production deployment.

Not "magic AI", but engineering results. Measurable metrics, clear architecture and seamless integration into existing processes.

Discuss Your Project View Portfolio

Project Evaluation — 24 hours

Founder-led

Deep founder involvement in every project

Fast Pilots

From idea to MVP in a short timeframe

Fixed Price

Transparent budget without hidden fees

System Operational

> Initializing Neural Networks...
> Optimization: 99.8%

5M ₽

Investments Raised

Grants & partnerships

20+

Awards

Grants, scholarships, competitions

MTS | Gazprom Neft | Almazov Centre

Major Clients

Core Capabilities

Key Competencies

From scientific research and digital twins to the implementation of ML/LLM systems and their integration into the corporate environment.

R&D and Engineering Solutions

From applied research to digital twins

We conduct scientific R&D, numerical and simulation modeling of complex systems, and create digital twins. We develop and interconnect server and client parts of solutions, providing a full engineering cycle.

• Formalization of hypotheses and development of numerical models.
• Full cycle of software product development.
• Data Engineering, data warehouses, and analytics.

What it gives to business:

Proven feasibility study and robust architecture for scalable digital solutions.

ML, LLM, RAG and Analytics

Intelligent services: from forecasts to multi-agents

We create classical ML models, Deep Learning solutions, and modern LLM systems with RAG and tool calling. We focus on predictive analytics, scoring, and decision support algorithms.

• Building ML and DL models for specific tasks.
• Development and implementation of LLM/RAG systems based on your data.
• Creation of predictive and diagnostic analytics systems.

What it gives to business:

Specific, measurable models for the task, not "black boxes" on data.

Enterprise Solutions & Integration

Embedding AI into your IT landscape and MLOps

We design enterprise architecture and ensure seamless integration with key information systems. We bring solutions to an industrial level through an MLOps approach and maintain them as a product.

• MLOps, CI/CD, versioning, and monitoring in production.
• Integration with the corporate IT landscape and business processes.
• Evaluation of AI effectiveness and pilot support.

What it gives to business:

A manageable ML/LLM platform and clear value embedded in existing processes.

Recognition

Achievements & Recognition

Certificates, diplomas, grants, and professional development programs confirming our team's expertise and quality of our R&D approach.

Portfolio

Computer Vision and Deep Learning

Defect detection and visual analytics for production workflows.

Additive Manufacturing AI CAD

Quadric fitting and CAD preparation for additive manufacturing.

Large Language Models (RAG)

Enterprise search and knowledge assistants.

UI/UX Design

UX research, IA, and interaction prototypes.

Agents and Bots

Automation of communications and routine operations.

Admin Panel

Operational control and unified monitoring.

Audio Anti-Spoofing (Sounds)

Bonafide/spoof classification with STFT, MEL, and MFCC features.

UI/UX Design

Design system, grid rules, and enterprise UI patterns.

Computer Vision and Deep Learning

Object classification and visual KPI tracking.

Audio Anti-Spoofing (Metrics)

Model comparison by Accuracy, F1-Score, and ROC-AUC.

Large Language Models (RAG)

RAG workflows with quality control and auditability.

Motion Design

Micro-interactions, timing, and guided visual feedback.

Agents and Bots

Dialog orchestration and service automation.

Audio Embeddings UMAP 3D

Bonafide/spoof clustering in 3D latent space.

Motion Design

Animated transitions and emphasis-driven flow.

Image GenAI

Generation of product graphics and marketplace creatives.

Audio Embeddings UMAP 2D

Audio class separation by feature type (raw/mel/stft/mfcc/fft).

Motion Design

Kinetic typography and high-contrast motion accents.

Hover over the lane to pause motion.

Technologies

Our Technology Stack

We use a stack that is steadily supported: from ML libraries and LLM frameworks to clouds, message brokers, and frontend.

Backend & ML

Python

FastAPI

TypeScript

NestJS

Kotlin

.NET

Microservices

OpenAPI

REST

PyTorch

Transformers

vLLM

LangChain

MLflow

Apache Kafka

Apache Airflow

Apache Spark

SolidWorks

DevOps & Cloud

Docker

Kubernetes

n8n

GitLab CI

Jenkins

Terraform

Nginx

Linux

Prometheus

Grafana

Data & Storage

PostgreSQL

ClickHouse

Redis

Frontend & UX

React

Vue

TypeScript

Next.js

CSS

vtk.js

Three.js

Figma

MVS Strategy

Focus on your result,
not just the technology

Value from the first weeks

MVS (Minimum Viable Scope) Strategy is an approach where we define the minimum but sufficient scope of work. You get the first tangible result in just 1-2 weeks. No empty research without business value.

Fast and transparent start

Long "ML Implementation" (from 3 months)

Clear
"Data Audit + Pilot Plan" (in 5 days)

Process

How we work

Three clear stages — from understanding the task to a working solution in production.

Analytics & Technical Design

We dive into the context, conduct a data audit, formulate hypotheses, and finalize the technical specification with success metrics.

~3-5 days

Development & Validation

We develop models and services, test them on real data, and agree on metrics and use cases.

~2-4 weeks

Integration & Pilot

We integrate the solution into the customer's IT landscape, launch pilot operations, and transfer the complete package of software artifacts, documentation, and knowledge to the customer's team.

~1-2 weeks

Clients Say

Client Reviews

What those who have already entrusted us with their projects and R&D tasks say about our work.

About the Company

Engineering team for business and AI tasks

LLC "ALLITI" is a team of engineers and developers creating applied digital solutions based on modern technologies and machine learning. We support projects throughout the entire cycle, from ideas and requirements to industrial launch and further support.

We develop decision support systems, predictive services, and industry-specific software products for medicine, industry, the financial sector, telecom operators, and e-commerce. We help reduce costs, improve process quality, and discover new directions for growth.

Team Experience

DataScience, full-stack development, MLOps, integrations, and product management are brought together in a single stack and a single team. We know how to link models, services, and infrastructure into a robust architecture ready for industrial operation.

Approach

We assess the initial data and real capabilities on the customer's side, carefully navigate constraints, and propose solutions that remain clear and manageable. All calculations, from preliminary estimates of cost and timeframe to the final economic effect and maintenance costs, are completely transparent, documented, and updated as the project progresses. We bring solutions to a sustainable operational stage and take responsibility for the outcome, not just a demonstration prototype.

Contacts

Contact Us

Briefly describe the task, data, and deadlines - we will offer a format of work and an estimated plan.

NDA on request Response within 24h Fixed price in contract

Describe the context, current data, and constraints. We will return with clarifying questions and proposals for the format of engagement (audit, pilot, turnkey project).

Telegram (Contact)

@allitidb

Telegram (Channel)

@LLCAlliti

allitidb@alliti.ru

TenChat

Allitidb

We usually respond within a business day. For urgent tasks, you can duplicate the message in Telegram.

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R&D, Machine Learning and Software Development for your business

Key Competencies

R&D and Engineering Solutions

ML, LLM, RAG and Analytics

Enterprise Solutions & Integration

Achievements & Recognition

Portfolio

Our Technology Stack

Backend & ML

DevOps & Cloud

Data & Storage

Frontend & UX

Focus on your result, not just the technology

Value from the first weeks

Fast and transparent start

How we work

Analytics & Technical Design

Development & Validation

Integration & Pilot

Client Reviews

About the Company

Team Experience

Approach

Contact Us

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R&D, Machine Learning
and Software Development
for your business

Focus on your result,
not just the technology