You will get an AI feasibility review of one business workflow
Project details
Describe one workflow your team does by hand: document processing, data entry, research, reporting, onboarding, content production. On a 60-minute call I will tell you whether AI can carry it, which parts should stay deterministic code or stay manual, what the smallest useful version looks like, and what it would take to build. You get a written summary with a recommended scope, so you can build with me, with your own team, or not at all.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language Generation, Natural Language Understanding, Text RecognitionAI Development Language
PythonAI Tools
Azure OpenAIAI Models
ChatGPT, GPT-4What's included $200
These options are included with the project scope.
$200
- Delivery Time 3 days
- Number of Revisions 1
About Vadym
Senior Full Stack Developer | AI Integration, AI Agents, Automation
Lviv, Ukraine - 8:27 pm local time
I am a senior full stack developer with 7+ years of production experience. I build AI integration, AI agents, and AI chatbot features into web apps businesses already run, and I lead development of a GenAI-native SEO and content platform where AI agents run research and content workflows in production every day.
On Upwork I take on focused AI work:
- OpenAI and Claude API integration: AI features added to your existing SaaS or internal tool
- data extraction from PDFs and documents: structured, validated records in your systems
- AI chatbots and assistants that answer from your real business data (RAG, knowledge bases)
- workflow automation around CRMs, spreadsheets, documents, and email
- AI-native web app MVPs
- moving a no-code prototype or automation to maintainable software
How I work: I start from the workflow, not the model. Some steps belong to AI, most belong to plain deterministic code, and a few should stay manual. I build the feature into the systems you already run, and I measure it by the result, not by a demo.
Delivery background: healthcare systems under HIPAA and ISO 13485 compliance, a hospitality marketplace, SEO and content automation. Stack: TypeScript, React, Next.js, Node.js, Fastify, .NET and C#, Python, PostgreSQL, Supabase, AWS, Azure, OpenAI and Claude APIs.
If your team does something by hand every week and you wonder whether AI can carry it, send me a short description of the workflow. I will tell you honestly whether it is worth building, and if it is, I can scope and build it.
Steps for completing your project
After purchasing the project, send requirements so Vadym can start the project.
Delivery time starts when Vadym receives requirements from you.
Vadym works on your project following the steps below.
Revisions may occur after the delivery date.
Review your workflow description
I study the workflow, the systems it touches, and the volumes before the call.
60-minute call
We walk the workflow together: which steps AI can carry, which belong in plain deterministic code, and which should stay manual.