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Full-cycle AI solutions engineering

Designing and delivering business-enabling intelligent AI systems.
Automate with AI power

Why choose Abto Software

Why choose Abto Software

We delivered 200+ AI-based solutions for technology leaders, including Fortune Global 200 corporations. We use state-of-the-art AI to build modern, sustainable software and solve business challenges in the most effective way.

Our company is named one of the world’s TOP Artificial Intelligence companies by Clutch. Our solutions are consistently recognized for their high level of innovation.

Why choose Abto Software

We deliver best-fit custom AI solutions that optimize the value of your business

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Stages of custom AI solutions development

We apply 15+ years of AI experience, your business understanding, and state-of-the-art AI technologies to develop the most efficient and best-in-class AI-based solutions.
1
Selecting the most promising business areas to maximize AI impact
2
Developing a solution vision, marketing, and delivery plan. Brainstorming the customer-provided vision or plan to ensure product success
3
Auditing the customer’s existing solution and suggesting improvements
4
Delivering a technology proof of concept (PoC)
5
Delivering and maintaining the MVP version
6
Delivering and maintaining subsequent product versions

Custom LLM-based solutions we deliver

Retrieval-Augmented Generation (RAG)
Generative Feedback Loop (GFL)
AI Agents (Autonomous AI Assistants)
Chain of Thought (CoT)
Distillation
Multi-Context Prompting (MCP)
Knowledge Bases and Semantic Search
Conversational Agents and Chatbots
Prompt Engineering and Optimization
Fine-tuning and Custom Model Adaptation
Vector Databases and Embeddings
Intelligent Document Processing (IDP)
Sentiment and Intent Analysis
Recommendation Engines
Predictive Analytics and Decision Support Systems
Automation and Workflow Optimization

AI solutions portfolio

Maintaining in-house AI R&D since 2010, we help businesses employ the power of modern Artificial Intelligence to stay ahead of competitors. Discover our AI solutions and learn how they can be tailored to fit your AI strategy.

LLM-based product categorization and recommendation system

LLM-based product categorization and recommendation system

LLM-based shopping-assistant for e-commerce and aggregators. This intellectual AI bot gives targeted advice and recommendations supporting freestyle conversation.

Business value of LLM-powered shopping assistant:

  • Hierarchical catalog creation for e-commerce
  • LLM based categorizing and attributes extraction
  • Support of fluid taxonomy adaptable to marked trends
  • Agentic AI architecture, Tool use over MCP
  • Advanced dialog context management
  • Shopping cart

LLM-based menu digitizer

LLM-based menu digitizer

AI menu digitalization for bars & restaurants, a digital experience platform. Venue menus are scanned, digitized, normalized and entered into the system for digital user experience platform in the HORECa segment (including online ordering).

Business value of LLM powered menu digitalization:

  • multi modal models
  • fuzzy logic matching
  • references resolution and normalizing
  • section, item type, name, size, price, category recognition
LLM-based menu digitizer
AI-based face building

AI-based face building

AI-driven solution for generating unique yet realistic face images with the option of adjusting over 20 appearance parameters. Adjustable parameters for custom face generation include: gender, age, skin color, hair, facial hair, face type, eyebrows, makeup, facial expression, accessories and more.

Business value of AI-based face building:

  • Hyper-personalized avatars with no copyright or privacy risks
  • A bias-aware, fully controllable dataset generator (the random generation factor is excluded)
  • Labeled datasets for facial recognition, emotion detection, aging algorithms, or diversity testing for ML teams or surveillance tech
  • Brands can generate on-tone, ethnically diverse faces without stock images or models

 

Creative workflow’ GAI automation tool

Creative workflow’ GAI automation tool

A custom AI-powered mood board generation platform for a U.S.-based design firm, integrating image search, ChatGPT-driven description tools, and Google Image capabilities to empower designers and accelerate creative workflows. The SaaS solution automates manual steps, enabling rapid visual exploration and ideation.

Business value of Generative Artificial Intelligence

  • Automation workflows reduce operational expenses
  • Faster project delivery by eliminating manual tasks
  • Boosted creative output by removing routine work
  • Increased revenue through faster AI-driven adoption
  • Intuitive UI and features improve user retention
  • Scalable SaaS model supports recurring revenue
  • AI core evolves with trends and technology

 

Creative workflow’ GAI automation tool

Learn how to adopt AI to automate your business

Engage an expert

High-fidelity 3D humanoid animations

High-fidelity 3D humanoid animations

High-fidelity ML-generated animations for indie games’ developers. The solution applies deep learning and advanced algorithms to create high-quality animations with lifelike motion, detail, and depth — ideal for indoor navigation services.

Business value of ML-generated animations:

  • Humanoid animations (walk, run, jump, etc.) generated from user-set parameters (velocity, gender, slope, step size)
  • 6 preset movement styles: adventure, hero, combat, stealth, zombie, neutral
  • Crowd generation with random parameters for natural variation
  • IK (Inverse Kinematics) support for joint editing and adding custom objects to animations

 

High-fidelity 3D humanoid animations
AI agent-based indoor navigation service

AI agent-based indoor navigation service

We developed an AI-driven indoor navigation platform featuring cloud-native, event-driven infrastructure, DevOps and MLOps practices, and a responsive inference service—for guiding users through indoor spaces via visual and audio cues.

  • Guides visitors effectively through indoor spaces like malls, airports, hospitals
  • Supports multiple sectors—transport, retail, recreation—by providing reliable wayfinding
  • Enables real-time navigation with cloud-native, event-driven processing
  • Scales seamlessly due to robust, AI-driven inference and cloud infrastructure

 

AI-based pose detection for MSK rehabilitation

Abto Software delivers the technology for real-time markerless motion capture that ensures skeleton tracking and high-quality human motion recognition that can be applied for a wide range of movements and exercises using just cameras of mobile devices or PC.

Business value of markerless pose analysis:

  • 150% ROI
  • 5 hours saved by therapists per week
  • 27% faster patients recovery
  • 1.6 times more patients

 

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AI solutions experience

Data, Recommendation, Modelling

Data Analysis & Insights: Data Visualization, Statistical Analysis, Descriptive Analytics, Anomaly Detection, Predictive Analytics, Big Data

Recommendation and Decision support: Product Recommendation, Content Recommendation, Bayesian Networks, Decision Trees, Expert Systems + LLM-based

Simulation & Modeling: Scenario Analysis, Predictive Modeling, Agent-Based Modeling, Monte Carlo Simulations, Digital Twins

 

ML, NLP, CV

ML Models & Algorithms: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning, Transfer Learning

NLP: Sentiment Analysis, Language Translation, Speech Recognition and Synthesis, Text Summarization, Voice to Text

Computer Vision: OCR, Object Detection, Facial Recognition, Image Segmentation, Object Tracking, Object matching, Object Counting

 

Generative AI and HCI

Generative AI: Image Generation, Text Generation, Video Generation, Music and Audio Generation, 3D Model Generation, Animation Generation

LLM: Advanced Prompt engineering, Advanced RAG systems, On premises LLMs, AI Agents, Fine Tuning LLMs, Generative Feedback Loop (GFL)

HCI – Human Computer Interaction: Chatbots and Conversational Agents, Voice Assistants, Gesture/Pose Recognition, Virtual and Augmented Reality, Adaptive Learning Systems

Personalization: User Profiling, Personalized Content Delivery, Adaptive User Interfaces, Context-Aware Systems, Knowledge Graph, Behavioral Analysis

 

Enterprise

Automation and Optimization: Robotic Process Automation, Workflow Automation, Process Optimization, Resource Allocation, Scheduling and Planning

Security & Privacy: Anomaly detection, Threat Detection, Access Control, Encryption and Decryption, Privacy- Preserving Data Analysis, Identity Verification

Resource Management: Inventory Management, Energy Management, Workforce Management, Asset Tracking, Resource Optimization

Data Analysis & Insights: Data Visualization, Statistical Analysis, Descriptive Analytics, Anomaly Detection, Predictive Analytics, Big Data

Recommendation and Decision support: Product Recommendation, Content Recommendation, Bayesian Networks, Decision Trees, Expert Systems + LLM-based

Simulation & Modeling: Scenario Analysis, Predictive Modeling, Agent-Based Modeling, Monte Carlo Simulations, Digital Twins

 

ML Models & Algorithms: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning, Transfer Learning

NLP: Sentiment Analysis, Language Translation, Speech Recognition and Synthesis, Text Summarization, Voice to Text

Computer Vision: OCR, Object Detection, Facial Recognition, Image Segmentation, Object Tracking, Object matching, Object Counting

 

Generative AI: Image Generation, Text Generation, Video Generation, Music and Audio Generation, 3D Model Generation, Animation Generation

LLM: Advanced Prompt engineering, Advanced RAG systems, On premises LLMs, AI Agents, Fine Tuning LLMs, Generative Feedback Loop (GFL)

HCI – Human Computer Interaction: Chatbots and Conversational Agents, Voice Assistants, Gesture/Pose Recognition, Virtual and Augmented Reality, Adaptive Learning Systems

Personalization: User Profiling, Personalized Content Delivery, Adaptive User Interfaces, Context-Aware Systems, Knowledge Graph, Behavioral Analysis

 

Automation and Optimization: Robotic Process Automation, Workflow Automation, Process Optimization, Resource Allocation, Scheduling and Planning

Security & Privacy: Anomaly detection, Threat Detection, Access Control, Encryption and Decryption, Privacy- Preserving Data Analysis, Identity Verification

Resource Management: Inventory Management, Energy Management, Workforce Management, Asset Tracking, Resource Optimization

AI expertise by industry

Healthcare & life science

  • Al+AR for the visually impaired
  • Real-time pose recognition for remote rehab, fitness
  • Disease discovery by abnormal eye blink patterns
  • Smart patient admissions / Predict when patients should be released to hospice
  • Modeling 3D images of the denture

Retail

  • Self-checkout for cashierless retail
  • Smart fridge solutions
  • Body measurement for virtual fitting (mobile)
  • Demand/Sales forecasting
  • Catalog categorization & Expert AI system
  • Menu digitalization

Security

  • Face, sex, age recognition
  • Violence detection
  • People & motion detection
  • Fall detection
  • UI Controls recognition
  • Face generation
  • AR 3D body scanning (mobile)
  • Indoor navigation using interior photos (mobile)

Transport

  • Traffic flow measurement
  • Vehicle detection and classification
  • Cyclists & helmet detection
  • Driver activity monitoring & fatigue recognition
  • Object Tracking
  • Optical Navigation
  • SLAM, SfM

Fintech

  • OCR
  • Customer service automation
  • Conversational chatbots
  • Fraud detection/prevention (patterns analyze)

Construction

  • Document classification
  • Room type classification
  • AR-based empty room measurements using mobile
  • Roof size calculation
  • AI assistant for real-estate architects

Games

  • High-fidelity 3D humanoid animations
  • AnimateGPT (text to video)
  • Gesture recognition

Visual design

  • Mood board generation: LLM, Text2image, Image2Text, Style Extraction

Other

  • Media/News – balanced news dashboard; Automated news hierarchical categorization (LLM)
  • Manufacturing – AR mobile distance measurement for belt manufacturing
  • Software – Interactive tutorial
  • Education – Business school program recommendation; American Sign Language learning; Pronunciation scoring based on International Phonetic Alphabet
  • Ecology – sustainability score calculation of retail brands

Business value of tailored AI solutions

Lower everyday operating costs

AI automates manual work, which lowers FTE spending and minimizes the avoidable, human-generated error. That minimizes overtime costs, total cost of ownership, cost-of-transaction, rework, and other daily expenses.

Cut routine, save time

AI automates repetitive tasks (data entry, routing, triage), freeing employees to prioritize high-value processes. Think about saved hours per user/week, the workflow steps automated, and eliminated manual touchpoints.

Higher accuracy

Consistent and auditable processes can reduce human error, thus enabling higher accuracy and compliance.

Faster decision-making

Surfaced and prioritized insights can empower internal teams to act upon the highest-impact opportunities.

Why us

Why us

Global recognition

Our commitment to science and technology has earned global recognition from multiple popular platforms. Being awarded over and over again by Clutch, Techreviewer, TopDevelopers, and other well-known reviewers, we’ve proven to deliver real results, not promises.
 
We are your partner to design and deliver AI for business intelligence solutions that bring measurable impact.

Happy clients who return

Our clients are sticking with us: a 94% retention rate is showing we build lasting partnerships through impact. We focus on outcomes, so customers return project after project.
 
Contact us to discuss AI for business automation solutions.

Full-cycle services

We cover the lifecycle: discovery, architecture, development, testing, product deployment, and maintenance. Whether strategy or scale, we bring the people to make it happen.
 
We build AI solutions for business process automation from A to Z.

Vast expertise across industries

We’ve built AI solutions for healthcare, retail, transportation, energy, military, finance, education, and more. That lets us adapt and apply proven patterns to new, domain-specific challenges.
 
We build AI solutions for businesses across industries, no matter your challenges and objectives.

Model & approaches

Computer Vision

Computer Vision

Convolutional Neural Networks (YOLO, ResNet, SqueezeNet, Inception, EfficientNet, SSD, MobileNet), Segmentation Networks (U-Net, Mask R-CNN, Segment Anything), Pose Estimation (DensePose, OpenPose), Visual Transformers (ViT), Diffusion Models, Neural Radiance Fields (NeRF), Video understanding, Optical Flow Estimation.

Generative Models and Algorithms

Generative Models and Algorithms

Generative Adversarial Networks (GANs), Genetic Algorithms, Autoencoders, Variational Autoencoders (VAE), Stable Diffusion, Denoising Diffusion Probabilistic Models (DDPM), Neural Style Transfer.

Traditional ML Algorithms

Traditional ML Algorithms

Support Vector Machines (SVM), Bag-of-Words, K-Means, DBSCAN, ORB, SIFT, Haar Cascades, Decision Trees, Random Forest, KNN, XGBoost, PCA, t-SNE, Kalman Filter, Isolation Forest, Gradient Boosting Machines.

Explainability and Interpretability

Explainability and Interpretability

SHAP, LIME, Grad-CAM, Feature Attribution, Model Distillation, Model Auditing.

Recurrent Neural Networks (RNNs)

Recurrent Neural Networks (RNNs)

LSTM, GRU, Bidirectional RNNs, Attention-based RNNs.

Advanced Neural Architectures

Advanced Neural Architectures

Autoregression Networks, Transformers (Vision Transformers, Transformer-XL, GPT), Multi-modal Models (CLIP, BLIP), Graph Neural Networks (GNN).

Computer Vision (CV) Techniques

Computer Vision (CV) Techniques

Structure-from-Motion (SFM), SLAM, Visual Odometry, Camera Calibration, Object Tracking, Depth Estimation, Semantic Scene Understanding.

MLOps & Deployment

MLOps & Deployment

Continuous Integration/Continuous Deployment (CI/CD), Containerization (Docker, Kubernetes), Model Serving Platforms (TensorFlow Serving, TorchServe), Edge AI (TensorRT, ONNX, RKNN), Model Monitoring.

Natural Language Processing (NLP)

Natural Language Processing (NLP)

Large Language Models (LLama, Mistral, Claude, GPT-3/4, PaLM), Classic NLP (tokenization, vectorization, Word2Vec, Seq2Seq, Vec2Seq), Prompt Engineering, Instruction-tuning, Knowledge Graph integration.

Few-shot and Zero-shot Learning Approaches

Few-shot and Zero-shot Learning Approaches

Object Classification, Object Detection, Image Retrieval, Image Matching, Prompt-based learning, Meta-Learning, Continual Learning.

Data Generation and Augmentation

Data Generation and Augmentation

Synthetic Data Generation (including 3D), Domain Randomization, Augmentation Strategies (CutMix, Mixup, RandAugment, AutoAugment).

Frameworks and libraries

Development environments:

  • MATLAB
  • Simulink
  • RStudio
  • VSCode
  • JupyterLab/Jupyter Notebooks
  • Colab

ML and Deep Learning libraries:

  • Keras
  • TensorFlow
  • PyTorch
  • XGBoost
  • LightGBM
  • CatBoost
  • Skflow
  • NumPy
  • SciPy
  • Scikit-learn
  • Pandas
  • NLTK
  • spaCy
  • Hugging Face Transformers
  • Matplotlib
  • Seaborn
  • Plotly
  • JAX
  • FastAI

CV libraries:

  • OpenCV
  • Dlib
  • BoofCV
  • Google ML Kit
  • CoreML
  • Apple Vision
  • TorchVision

Model deployment:

  • Flask
  • FastAPI
  • Docker
  • Kubernetes
  • MLflow
  • TensorFlow Serving
  • TorchServe
  • Streamlit

Audio processing libraries:

  • Librosa
  • PyDub
  • Whisper

OCR:

  • Tesseract
  • EasyOCR

Cloud-based tools:

  • AWS SageMaker
  • GCP AI Platform
  • Azure ML tools

Other specialized libraries:

  • CUDA
  • TensorRT
  • ONNX
  • RKNN

LLM APIs and platforms:

  • OpenAI ChatGPT API
  • Anthropic Claude API
  • Google Gemini
  • Amazon Bedrock
  • Cohere
  • LangChain
  • LangGraph

FAQ

What are AI business automation solutions?

Such solutions, built upon artificial intelligence, are used to handle repetitive tasks and analyze data streams – all that with minimal human intervention.

How can AI business intelligence solutions improve efficiency?

Such solutions can analyze massive datasets both faster and with greater accuracy than usual, traditional tools. They uncover key trends, predict outcomes, and support data-backed decisions, allowing teams to prioritize critical tasks rather than manual processes.

What are the benefits of integrated AI solutions for businesses?

AI solutions will connect business automation, analytics, reporting, and decisions into one single ecosystem. This means a consistent data management, efficiency, coordination, and optimized resource allocation.

What are the risks of generative AI (GAI) solutions in business?

AI solutions can impede data privacy & security and cause data bias, as well as non-compliance with standards. These issues are resolved by implementing stringent governance, security-focused measures, ethical policies, and careful human oversight and monitoring.

What are custom business AI solutions?

The so-called custom business AI solutions are systems specifically designed for unique business requirements. They automate niche workflows and tasks and provide relevant insights to meet company needs and goals.

Can business AI solutions be integrated with already existing systems?

Most business AI solutions smoothly integrate with already existing systems: ERPs, CRMs, or custom data platforms. This allows to upgrade the operations without replacing the stack.

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