Available - project-based work / ~20 yrs shipping software
01 Production RAG Build

A serious, production-grade AI/RAG system.

Not a demo, not a POC - a production-grade RAG system built into your product properly: multi-source ingestion, accurate retrieval, access control, monitoring and a clean handover. Scoped and priced after a paid Discovery Sprint.

Book a free 20-min fit call See packages & prices
RAG AI Laravel AWS Bedrock pgvector
02

For you if

  • 01 You need a production AI/RAG system, not a prototype or notebook demo.
  • 02 You have multiple data sources and need accurate, trustworthy retrieval.
  • 03 Security, access control, and audit logging matter for your use case.
  • 04 You have seen what a quick AI feature can do and now need the full production version.
Why a production build, not a quick feature

An AI Feature Sprint gives you one well-scoped capability in 2-3 weeks. A Production RAG Build is the full system: multi-source ingestion pipelines, hybrid retrieval, grounding and guardrails, evaluation, RBAC, monitoring, and the architecture to scale. This is the engagement for organisations where AI is a core product capability, not a nice-to-have.

I have shipped enterprise production RAG (ASICS B2B Chat, Knowably.ai) and hold the AWS AI Practitioner certification. Every Production RAG Build starts with a paid Discovery Sprint to lock scope - because a chatbot can legitimately range 5x in price depending on requirements.

03

What you get

  • 01 Multi-source ingestion pipelines and retrieval (hybrid search where it helps).
  • 02 Grounding, answer-quality evaluation, guardrails, and cost controls.
  • 03 Access control / RBAC, audit logging, and security appropriate to your data.
  • 04 Integrations (e.g. Slack/Teams/your app), CI/CD, tests, monitoring.
  • 05 Architecture documentation and a clean handover.
  • 06 Optional: continues into an AI Ops Retainer for ongoing health monitoring.
04

How it works

  1. 01 Free 20-minute fit call. You describe the use case; I confirm whether it is a Production RAG Build scope.
  2. 02 Paid Discovery Sprint (€1.500-€2.500) to lock scope, architecture, and fixed price.
  3. 03 Build in two-week sprints with weekly demos and quality checkpoints.
  4. 04 Handover: documentation, deployment, walkthrough, and optional AI Ops Retainer.
05

Pricing

Fixed price, scoped after discovery
Production RAG Build full system, scoped per project
€25.000–€60.000 ~4–10 weeks

Final price fixed after the paid Discovery Sprint. All prices excl. 21% VAT.

Risk reversal

Scope and success criteria are agreed in writing after the Discovery Sprint. If the delivered system does not meet them, I keep working at no extra cost until it does.

Certified & battle-tested · ~20 years shipping software
AWS Certified AI Practitioner AWS Certified Cloud Practitioner Certified Laravel Developer
06

Proof, not promises

Selected work
07 Let's see if we're a fit

A free, no-pressure 20-minute call.

Tell me what you're building or what's stuck, and I'll be straight about whether I'm the right person.

Book your fit call
Hiring for a role? Freelance Laravel developer Freelance Python developer