I will build ai agents, rag systems and workflow automation

A scoped proof of concept for one agent use case with one API-to-platform action, a working demo and source code. It does not include a production deployment or a full RAG knowledge base. Please send sample data and API details before ordering.

A working RAG pilot for one agreed data source, business logic and up to two API or platform integrations. It includes sample-question testing, source code and setup notes. We confirm document volume, formats and endpoints before you order.

An advanced RAG agent for one agreed business use case, with up to five API or platform integrations, evaluation on sample questions, deployment support, source code and handover. We confirm data volume, security and acceptance criteria before ordering.

We agree on source types, sample volume, update frequency, access permissions and hosting before work. PDFs, websites, databases and APIs may be supported. You can start with redacted samples; provide project-specific access rather than personal passwords.

RAG can ground answers in your data, but it cannot guarantee correctness. I test retrieval and responses against agreed sample questions, provide source references where supported, and recommend human review for financial, legal or other critical decisions.

No. Third-party model, vector database, cloud and API usage fees are charged by their providers. I can estimate running costs after we confirm the model, expected traffic, data volume and hosting. Package prices cover only the agreed implementation work.