LLM Evaluation Health Check
Find out where one RAG or agent workflow fails, why, and what to fix first.
- Price
- EUR 2,950 excl. VAT Fixed project fee
- Time
- About 5 working days
- Scope
- One RAG or agent workflow, up to 50 test cases
Services
Consulting packages
Fixed-price packages to find out what's wrong with an LLM system, decide whether a knowledge graph is worth it, or prove one on your own data. I do the work myself, from the first call to the handover.
For startups and mid-sized businesses anywhere in the world that are building AI features, especially in fintech and insurtech, and for teams already using Neo4j. I work remotely from Galway, Ireland.
Packages
GraphRAG Readiness Assessment
An independent view on whether a knowledge graph will improve your retrieval, before you commit engineering time.
- Price
- EUR 2,950 excl. VAT Fixed project fee
- Time
- About one week
- Scope
- One use case and its data
Knowledge Graph Prototype Sprint
A working Neo4j and GraphRAG prototype on your own data, with evaluations built in.
- Price
- EUR 7,500–12,000 excl. VAT Guide range; a fixed price is agreed in the quotation after scoping
- Time
- 2–3 weeks
- Scope
- One data slice and set of questions
Process
How an engagement works
Every package follows the same shape. Each package page describes its own steps in detail.
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Discovery
A short call about your system, what's going wrong and what a useful result would look like. If the work isn't a good fit, I'll say so.
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Agreed scope
A written scope and fixed-fee quotation covering the workflow, the environment, the test cases, access and timing.
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Assessment
Once access is in place, I build the evaluation cases with your team, run the baseline and analyse the failures.
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Handover
A 60-minute session to walk through the results and priorities. You keep the evaluation cases and the report.
Terms
Commercial terms
- Engagements are contracted with and invoiced by MILEAWAY AI SYSTEMS LIMITED, the company through which I provide consulting services.
- Prices are fixed for the agreed scope. Prices are in euro and exclude VAT, which is added where applicable. Any third-party costs, such as model or cloud usage, are confirmed in the quotation.
- Timelines start once access and scope are agreed in writing.
- Assessments report on the agreed sample and environment. They are not statistical guarantees, security audits or certifications.
- Work beyond a package is scoped and quoted separately.