AI Engineering
AI Prototypes & Automation
Test and build practical AI-powered workflows, agents, and proof-of-concepts before investing in a full product.
Overview
AI is most useful when it solves a concrete problem. I build focused Python prototypes and automations — document extraction, LLM integrations, and agents — so you can validate value quickly, understand the trade-offs, and decide what is worth taking to production.
Scope
What this service includes
- Python AI prototypes
- LLM integration
- AI agents
- Document extraction
- File analysis workflows
- Automation scripts
- Internal business tools
- API-based AI services
Deliverables
What you receive
- Working POC
- Prompt and workflow logic
- API integration
- Basic UI when needed
- Technical recommendations
- Roadmap for production version
Ideal for
Who this is for
- Businesses exploring AI
- Teams with repetitive document workflows
- Startups validating an AI idea
- Companies needing internal automation
How it works
A simple, transparent process
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Step 01
Frame the problem
Identify the task, the data, and what a successful outcome looks like.
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Step 02
Prototype
Build a focused POC with the prompt, workflow, and integration logic.
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Step 03
Evaluate
Test on real examples, measure quality, and surface the trade-offs.
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Step 04
Recommend
Provide a clear roadmap for a production-ready version, if it is worth it.
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Let's talk
Ready to talk about ai prototypes & automation?
Tell me what you are working on and I will help you identify the best technical path forward.
hello@yosavo.com