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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UNlock the full power of ai

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

  1. 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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  1. 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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  1. 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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  1. Architecture & Code Review

    We provide an expert assessment of your architecture, code quality to identify potential risks before they become critical problems.

  2. 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.

  3. 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.

  4. Performance Optimization Plan

    We deliver an actionable execution plan: what to fix, how long it takes, and how to measure improvement.

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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 more
AI Consulting team
Author

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.

Author

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.

Author

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.

Author

Serhii Slipushenko

Software Engineer

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.

Author

Kostiantyn Isaienkov

Head of AI Department

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.

Author

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
Computer vision
Agentic AI
Agentic AI
Geoanalytics
Geoanalytics
Edge AI
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

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    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?

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    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.

  • How quickly can you deliver AI consulting services?

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    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?

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    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.

  • Do you only build AI solutions with your proprietary AgentFlow platform?

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    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 kind of outcomes or reports can we expect?

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    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.

  • How do you ensure AI solutions are fair and ethical?

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    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.

  • Do you provide services for Generative AI?

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    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.

  • How do you handle AI security and governance?

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    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.

Let's talk about your strategic goals and how our technical expertise can help you achieve them.

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