AI Product Studio

    You Have the Idea. We Build the AI Product.

    Ilya Prudnikau, CEO of IT Flow AI

    "I help non‑technical founders ship AI SaaS products"

    — Ilya Prudnikau, CEO & CTO · 2 degrees in AI

    Upwork Top Rated Plus100% Job Success70+ Projects Delivered

    Some of our recent projects ↓

    greensearch.ai
    GreenSearch AI

    GreenSearch AI

    ESG SaaS Platform

    0+Projects Delivered
    0%Upwork Job Success
    0+Happy Clients
    $0M+Revenue Generated

    Trusted by & built with

    Unisender logo
    GreenSearch.ai logo
    AidTrade.ai logo
    LucidInsurance.ai logo
    Prima English logo
    Client logo
    Top Rated Plus Badge
    100% Job Success
    Upwork Python Back-end Certification
    Upwork Back-End Development Certification
    Clutch Verified — IT Flow AI
    OpenAI Ecosystem
    LangChain Ecosystem

    WhatWeBuild

    From AI-powered SaaS platforms to intelligent automation — we deliver production-ready solutions.

    AI SaaS Development

    Full-stack AI products

    End-to-end development of AI-powered SaaS platforms — from architecture and ML pipelines to production deployment and scaling. We build products that generate revenue.

    Learn More

    AI Backend Architecture

    Scalable APIs with FastAPI, async processing, and ML model serving

    Analytics & Dashboards

    Real-time data visualization and AI-driven insights

    Auth & Multi-tenancy

    Secure authentication, role-based access, and tenant isolation

    Performance & Scaling

    Auto-scaling, caching, and optimization for high-traffic products

    HowWeWork

    A proven 4-step process to go from idea to production AI product

    01

    Discovery

    3–5 days

    Analyze your business, define goals, and map the AI solution architecture.

    02

    Design

    3–5 days

    UX/UI prototyping, data pipeline design, and model selection for your use case.

    03

    Build

    2–6 weeks

    Agile sprints with weekly demos. Production-grade code, CI/CD, and testing.

    04

    Launch

    1–2 days

    Deployment, load testing, documentation, and ongoing support & iteration.

    OurCaseStudies

    Real AI products we've built for ambitious companies.

    See all
    GreenSearch AI — ESG Intelligence Platform That Outperforms ChatGPT in Sustainability Search
    SaaSESGSearch

    GreenSearch AI — ESG Intelligence Platform That Outperforms ChatGPT in Sustainability Search

    SaaS platform for searching and analyzing ESG reports — combines LLM-powered summarization, FAISS vector search, PDF analysis, and multi-source data aggregation. Built for a Dutch client, outperforms ChatGPT and Perplexity in ESG-specific data retrieval.

    AngularPythonFastAPIGPT-3.5GPT-4
    Storyteller — AI That Turns Bedtime Stories into Animated Picture Books in Minutes
    LLMImage GenerationEdTech

    Storyteller — AI That Turns Bedtime Stories into Animated Picture Books in Minutes

    The project idea is to create educational stories for children featuring the character alien Vambie. Users describe what they want to teach their child, specify the child's age, and choose a character to narrate the story. The LLM generates the text for the story and creates illustrations for each scene, resulting in a ready-to-use PDF file for the user.

    PythonJavaScriptLLMStable DiffusionLoRA
    MCP Server for ESG Search Platform — Connecting Sustainability Data to AI Assistants
    MCPAI AgentESGAutomation

    MCP Server for ESG Search Platform — Connecting Sustainability Data to AI Assistants

    We built a custom MCP server that connects an ESG document search platform to Claude, ChatGPT, and Cursor. Now any AI assistant can search sustainability reports directly.

    TypeScriptMCP SDKFastAPIFAISSPostgreSQL

    Ready to build your AI product?

    From idea to production in weeks, not months. Book a free 30-minute call with our founder to discuss your project scope, timeline, and budget.

    WhyITFlowAI?

    Trusted by businesses worldwide as the right AI development partner.

    0+

    PROJECTS DELIVERED

    0%

    JOB SUCCESS

    0.0

    UPWORK RATED

    $0M+

    REVENUE GENERATED

    0.9%

    UPTIME

    0+

    COUNTRIES

    OurTechStack

    Battle-tested technologies we use to build production-grade AI products.

    LLMs & Reasoning

    GPTGPT-5 / o4-mini
    CLClaude 4 Opus
    GMGemini 2.5 Pro
    LLLlama 4
    MIMistral Large 2
    DSDeepSeek-R1

    AI Agents & RAG

    LGLangGraph
    CRCrewAI
    OAOpenAI Agents SDK
    LILlamaIndex
    PCPinecone
    WVWeaviate

    Media & Vision AI

    GVGPT-5 Vision
    FXFlux Pro
    SOSora
    ELElevenLabs v3
    SDStable Diffusion 3
    CUComfyUI

    Backend

    PyPython
    FAFastAPI
    NjNode.js
    n8n8n
    MCMCP Servers
    GQGraphQL

    Frontend

    ReReact 19
    NxNext.js 15
    TSTypeScript
    TWTailwind CSS 4
    FMFramer Motion
    FiFigma

    Data & Infra

    PGPostgreSQL
    SBSupabase
    RdRedis
    DkDocker
    CLAWS / GCP
    VLVercel

    Not sure about the budget?

    Use our free AI Project Cost Calculator to get an instant ballpark estimate — project type, complexity, features, and timeline in under 2 minutes.

    Industries We Serve

    Domain expertise across 7+ industries — we understand your data, your users, and your compliance requirements.

    FinTech

    Industry Focus

    AI-powered fraud detection, credit scoring, portfolio analysis, and automated compliance. We help financial institutions reduce risk and improve decision-making with production-grade ML pipelines.

    Predictive analytics for risk assessment & credit scoring
    AI-driven fraud detection with real-time alerting
    Automated regulatory compliance & reporting

    WhatClientsSay

    Real feedback from real projects. All reviews verified on Upwork.

    "
    SaaS 5 months 3 engineers US

    "Thanks to Ilya and his team I am now in a position to take my AI driven SaaS platform to market here in the US. Ilya led the work as the AI solutions architect and AI developer, taking ownership of the overall architecture and delivery. He helped implement the core product on a React + AWS stack, including a solid data/auth foundation and clean integrations for our AI layer (LLM + RAG). We shipped the first production-ready versions of our natural language processing LLM chat agent (RAG-based) and our machine learning engine used to ingest millions of datasets in realtime. Ilya was proactive about edge cases, data/compliance considerations, and keeping everything structured for our Phase 2 expansion. On the product side, he collaborated closely as a full stack developer on the React UI and helped shape the UI/UX so it feels like a modern AI SaaS product. Overall, he delivered as a full-stack AI SaaS developer — balancing product, engineering, and AI work without losing speed or quality. Communication was direct and reliable, progress was clear week to week, and he consistently thought in terms of product outcomes — not just writing code. As a founder Ilya was exactly the kind of engineering partner I was looking for. Highly recommend Ilya. We're continuing to build and scale this platform and I will certainly work with Ilya again."

    ReliableCollaborativeCommitted to QualitySolution OrientedClear Communicator
    JK

    Jake

    Founder & CEO, AI SaaS Platform

    $50,000–60,000

    Upwork
    "
    HR Tech 10 months 4 engineers USA

    "Ilya and his team did an excellent job building our AI SaaS HR system. They delivered the UI/UX design, an Angular frontend, a Python / FastAPI backend, and an AI layer that supports workforce management. Ilya set up integrations with our HR data via open APIs and enabled real-time dashboards and alerts. Deployment was smooth on secure cloud infrastructure. Thank you for the proactive and pragmatic approach. His communication was excellent and he met or beat every deadline. We're looking forward to working with him again."

    ReliableCommitted to QualityClear CommunicatorDetail Oriented
    ER

    Erica

    Product Owner, WorkForceIQ

    $40,000–45,000

    Upwork
    "
    PropTech 6 weeks 2 engineers Australia

    "Thanks to Ilya for developing the PoC of my AI-powered SaaS. Even at this stage, he proved himself as an excellent AI Engineer and Full-Stack Developer, proposed a clean UX design, and built a solid backend with Python and FastAPI and a frontend with React and Next.js. I'll be glad to continue working with him on the project after validating my idea!"

    Committed to QualityCollaborative
    DM

    Dmitry

    Founder & CEO, AidTrade.ai

    $8,000–10,000

    Upwork
    "
    ESG / Sustainability 9 months 3 engineers Netherlands

    "Ilya played a key role in turning our idea into a fully functioning AI-powered SaaS platform for ESG and sustainability professionals. We started with a set of Python-based algorithms, and he helped us build out the complete platform. As an AI Engineer and Full-Stack Developer, he handled the technical implementation: integrating Large Language Models (LLMs), setting up a RAG-based AI search pipeline with a vector database (FAISS), building the backend API, and developing the frontend interface for the AI-powered chatbot. What I value most about Ilya is not just his coding skills, but also his ability to shape the technical architecture of the product — proposing improvements and thinking several steps ahead. If you're looking to build a GenAI or LLM-powered product, Ilya is definitely the person to talk to."

    Solution Oriented
    JM

    James

    Founder & CEO, GreenSearch.ai

    $30,000–35,000

    Upwork
    "
    FinTech 5 months 1 engineer US

    "Thanks to Ilya for his work as an ML AI developer and Python backend developer on the MVP. He designed and implemented a scalable FastAPI + PostgreSQL + Redis backend, integrated DEXTools / DEXScreener data, and built the NLP / LLM (GPT-4, Grok, FinBERT) sentiment and Alpha Score pipeline for new tokens, including REST APIs and an admin panel. If we continue to extend this crypto intelligence platform, I'll be happy to work with him again."

    CollaborativeCommitted to QualityClear CommunicatorDetail Oriented
    GR

    Gary

    Founder, Crypto Alpha Platform

    $7,000–8,000

    Upwork
    "
    Generative AI 2 years 1 engineer US

    "Ilya makes things happen, he may not always get it right the first time but he always holds himself accountable to getting it done. Love working with him and will do it again."

    CollaborativeCommitted to QualityAccountable for OutcomesDetail Oriented
    KM

    Kim

    Founder, AI Image Platform

    $8,000–10,000

    Upwork

    Verified on Upwork

    Top Rated Plus · 100% Job Success · $1M+ Total Revenue · 70+ Projects

    FrequentlyAskedQuestions

    Let'sMeetOffline

    We're active in the AI community — speaking, organizing, and connecting with builders.

    AI Summit Warsaw

    Speaking
    Warsaw, PolandSep 2026

    Python Warsaw Meetup

    Organizer
    Warsaw, PolandMonthly

    LangChain Community Day

    Speaker
    OnlineQ3 2026

    AI & Data Summit CEE

    Attendee
    Berlin, GermanyNov 2026

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