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AI Consulting Services
We provide AI technology consulting services for businesses looking to build, validate, or scale their AI systems. With over 10 years of experience in AI as well as cloud infrastructure, software architecture, and distributed computing, we create reliable, efficient solutions that perform in commercial environments.
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When Do You Need AI Consulting Services
Partnering with us is a strategic investment in speed, certainty, and expertise. We help you avoid
common pitfalls and maximize the return on your AI initiatives.
You see an opportunity for AI, but need a path to execution
You believe that AI can automate your processes, enhance a product, or unlock new value, but you’re not sure where to start. You need a partner to help you move from a business idea to a concrete use case, evaluate your AI readiness, and test the concept’s potential.
You face uncertainty about technology choices
You’ve identified a potential AI tool but need to ensure it’s the right fit for your business problem. You need an unbiased, in-depth review to de-risk your decision, ensuring the technology you choose is scalable, cost-effective, and perfectly aligned with your long-term goals.
You need a clear path to production for your AI solution
You need a partner with a product mindset to guide the deployment of your working solution – aligning the technical solution with business objectives, planning the integration, and ensuring the final product delivers measurable business value.
You need to cost-effectively scale your system
Your deployed model struggles with growing user traffic, leading to high latency and rising cloud costs. You need MLOps and cloud engineering expertise to re-architect the system for high performance, reliability, and cost-efficiency.
Your existing AI solution is underperforming
Your solution is already in operation, but isn’t meeting expectations – model accuracy is low, inference is slow, operational costs are too high, and you need an unbiased review to identify and fix the root cause.
When tool limitations are unclear or undocumented
Your team is constrained by the AI tools or platforms you’re using that have poor documentation or hidden limitations. You need an objective review to choose an open, flexible, and scalable tech stack that ensures your independence and future-proofs your AI infrastructure.
Our capabilities
Our AI Consulting Services
Your partner at every stage of the AI consulting roadmap.
IS AI RIGHT FOR MY BUSINESS?
AI Development Roadmap
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AI Opportunity Assessment & Project Validation
We start with the most crucial question: “Will AI help you to reach your goal?” We analyze your business processes to identify the highest-impact opportunities for AI integration.
DELIVERABLES
- Clear recommendation: “Yes” or “No” – should you move forward with AI?
- Strategic fit with your business goals
- Realistic scope of impact
- Potential AI concepts that can work within your current environment
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Solution Design
We provide a detailed technical and business proposal to turn the selected AI opportunity into a clear, scoped project, ready for prototyping or full development.
DELIVERABLES
- A detailed proposal outlining improvement options, cost-benefit analysis, and our final, data-backed recommendations.
- Technical feasibility evaluation
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Prototyping (Proof of Concept)
Based on our Solution Proposal, we build a small, functional version of the proposed solution to validate technical feasibility and demonstrate business value in real conditions.
DELIVERABLES
- A functional, early-stage model of the proposed solution, built with a minimal set of core features to prove technical feasibility and demonstrate the solution’s potential value.
How can I Optimize and scale existing AI system?
AI Optimization Roadmap
We provide a 360-degree expert evaluation of your AI system – from code to cloud – and turn insights into clear optimization and cost-saving actions.
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Architecture & Code Review
We provide an expert assessment of your architecture, code quality to identify potential risks before they become critical problems.
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AI model evaluation
We conduct a rigorous evaluation of your AI models against key performance metrics, including accuracy, fairness, and robustness, as well as identify areas for improvement.
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Cost-effectiveness assessment
We analyze your spending on cloud infrastructure and AI model APIs and deliver a clear optimization plan to reduce operational costs without sacrificing performance.
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Performance Optimization Plan
We deliver an actionable execution plan: what to fix, how long it takes, and how to measure improvement.
DELIVERABLES
- Current State Assessment Report
- Risk Register & Mitigation Plan
- Gap Analysis Report
- Success Metrics Framework
- Cost Optimization Report
- Implementation Roadmap
Schedule a discovery call with our experts to explore solutions for your specific challenge
Learn moreAI Consulting team
Ivan Lukinov
Operations Director
20+ years of experience
A strategic operations leader, Ivan defines and executes infrastructure vision across cloud, hybrid cloud, and on-premise environments. Focusing on governance, disaster recovery, and security, he builds a resilient and cost-effective operational roadmap, ensuring business continuity.
Aleksandr Dolgaryev
CTO
20+ years of experience
As a technology native, Aleksandr sets the company's technical vision and strategy. He specializes in designing and implementing scalable, high-performance, and resilient software architectures, translating complex business requirements and challenges into robust technical solutions.
Michael Yushchuk
Head of Data Science
10+ years of experience
A leading expert in computer vision and geodata analytics, Michael architects AI solutions that interpret satellite and drone data. He solves critical business challenges through predictive modeling, business process automation, and building AI models for large-scale monitoring applications.
Serhii Slipushenko
Software Tech Lead
10+ years of experience
A PhD in theoretical physics who architects scalable data pipelines and geospatial systems for the Agritech and GIS sectors, as well as contributes to data-driven products with a strong focus on reliability and scalability for Fintech.
Kostiantyn Isaienkov
Data Science Tech Lead
10+ years of experience
An AI leader and Kaggle Grandmaster specializing in GenAI and LLMs. He leads the end-to-end delivery of AI products while building and scaling cross-functional teams of 15+. With deep expertise in NLP, Computer Vision, and MLOps, he excels in pre-sales, customer engagement, and mentorship.
Igor Korotach
Head of FinTech
10+ years of experience
A tech leader with recent experience in utilizing GenAI (AI assistants, data processing, automation) for FinTech and enterprise clients. His expertise spans from customer engagement to architecture design, with a personal interest in reengineering complex, high-load distributed systems.
Our areas of expertise
Computer vision
Agentic AI
Geoanalytics
Edge AI
key advantages
Why Work with Quantum as an AI consulting company?
Rich AI history
Established an AI in-house team in 2015 before the GenAI hype
Deep hands-on with foundation models and prompt optimization
AI Engineering
Full-cycle AI delivery
LLM systems integrated with complex workflows and APIs
CI/CD pipelines, model monitoring, and production-readiness
End-to-End Model Operations
Multiple engagement levels support: from API-based usage to fine-tuning and full model deployment
Experience with both proprietary and open-source models
Deliver classical data science solutions and modern GenAI workflows
AI Center of Excellence
Dedicated unit for process standardization and R&D
Internal knowledge base, reusable assets, and process maturity
Applied research in LLM fine-tuning, RAG, and multi-agent orchestration
AI Agents development
Build AI Agent for your Business Needs
We are offering a modular platform that accelerates GenAI development with a 70% pre-built, scalable foundation for your AI agents. Instead of building core components from scratch, you start with a base that you can customize, extend, and train for specific workflows and domain knowledge.
Case studies
Our use cases
FAQ
What does it mean to be "AI-ready," and how do you help us get there
AI readiness means having access to the right data, infrastructure, and technologies. Our AI Readiness Evaluation assesses these areas, including your data integration capabilities and team skills, and provides a strategic roadmap to bridge any gaps so you can fully prepare for AI adoption.
What are your specific areas of technical expertise?
We have a focus on four high-impact areas of AI architecture:
- Computer Vision
- Agentic AI
- Geospatial Analytics
- Edge AI
How quickly can you deliver AI consulting services?
AI readiness means having access to the right data, infrastructure, and technologies. Our AI Readiness Evaluation assesses these areas, including your data integration capabilities and team skills, and provides a strategic roadmap to bridge any gaps so you can fully prepare for AI adoption.
What is the modular platform you offer?
Our proprietary modular platform designed to accelerate the development of AI agents. It allows us to assemble, customize, and deploy AI agents using pre-built, proven components. This means we can connect your data, adapt logic to your workflows, and enrich with domain-specific knowledge without having to build everything from the ground up, saving time and resources.
Do you only build AI solutions with your proprietary AgentFlow platform?
We are strong advocates for open-source technology to ensure flexibility and avoid vendor dependency. Our expertise lies in data integration across diverse systems. AgentFlow is an accelerator built on open standards, designed to speed up the development of AI agents, but our primary goal is to use the best tools for your specific challenge.
What kind of outcomes or reports can we expect?
The deliverables are tailored to a specific stage of your project. Depending on your needs, you can expect to receive:
- Strategic Reports: Including AI Opportunity Assessments, Project Viability Reports, and Gap Analyses.
- Technical Deliverables: solution prototyping, architecture assessment, code reviews, and security audits.
- Actionable Plans: Detailed Solution Proposals with cost-benefit analysis, Implementation Roadmaps, and Next Steps Action Plans.
How do you ensure AI solutions are fair and ethical?
We incorporate ethical considerations from the very beginning, starting with a business-first approach to ensure the use case itself is sound. We also conduct bias and fairness audits on data and models, and promote transparency in how solutions work. Our goal is to deliver AI that you can trust and that your customers will, too.
Do you provide services for Generative AI?
Generative AI is a core part of our expertise. Our services range from developing a strategic roadmap for adopting Generative AI to building custom solutions like intelligent AI agents that transform your business operations. We focus on creating a sustainable AI operations model that allows you to innovate securely and effectively.
How do you handle AI security and governance?
- For Security: We implement industry best practices for data protection, secure model deployment, and continuous monitoring to protect your systems from threats.
For Governance: We help you establish a robust AI governance framework that ensures your AI is developed and used responsibly, ethically, and in compliance with regulations.