RAG & GraphRAG expertise
Deploy retrieval systems that map your knowledge graph, ground answers in trusted sources, and respect compliance requirements.
AI-first business solutions
Automate recurring work with confidence
Founded in 2024 by Jamey J. Jager, Jamey SARLS designs AI-powered workflows that eliminate repetitive office tasks, surface actionable knowledge, and optimise your cloud costs.
What we deliver
Blending retrieval-augmented generation, automation, and modern web experiences to scale your operations.
40%
Average reduction in cloud spend after 6 months
3x
Faster access to business knowledge with GraphRAG
6 weeks
Typical timeline to launch production workflows
24/7
Managed support across Luxembourg and EU time zones
Automation across the stack
Rebuild recurring office tasks into orchestrated automations, blending AI agents, human review, and existing tools.
Cloud efficiency & observability
Continuously benchmark usage to cut infrastructure cost while scaling safely on AWS, Azure, or GCP.
Capabilities
View full servicesServices built around measurable outcomes
From intelligence layers to operational tooling, we help you ideate, ship, and scale the right solution for your team.
Intelligence
RAG / GraphRAG delivery
Design your knowledge architecture, ingest critical data sources, and build trustworthy retrieval experiences.
Automation
Business automation
Streamline finance, procurement, HR, and customer operations with AI-assisted workflows and reliable human-in-the-loop checks.
Experience
Web design & development
Launch modern, multilingual sites and headless CMS experiences that showcase your services and convert leads.
Latest from the delivery desk
Short reads capturing what we are experimenting with: knowledge retrieval, automation sprints, and AI operations.
GraphRAG
Designing GraphRAG for regulated teams
How to capture provenance, map ontologies, and deliver high-quality answers without breaching controls.
5 min readRead more
Automation
From spreadsheets to orchestrated automations
A step-by-step guide for turning manual finance or HR processes into dependable automation pipelines.
6 min readRead more
Experience
Why multilingual design matters for EU automation programmes
Serving distributed teams means building experiences that support multiple locales, left-to-right and right-to-left.
4 min readRead more
Ready to design your next automation initiative?
Share where automation should create the biggest leverage and we will prepare a personalised roadmap.