RAG development · Luxembourg
RAG development services in Luxembourg
GDPR-first, fully documented and hosted in the EU, with a senior team working your morning hours.
Clarigo Infotech builds retrieval-augmented generation (RAG) systems: AI search and assistants that find the right information in your documents, databases and knowledge base, then answer with sources. RAG keeps answers accurate and current without retraining a model, and respects who is allowed to see what.
Luxembourg companies most often hire us for fintech, funds and regtech software.
10+
Years of delivery
600+
Projects delivered
20+
Countries served
25-30
Days to a live MVP
Get a free consultation
Tell us what you need. A senior engineer replies within one working day.
Privacy, quality and clear documentation
European teams tell us they want a partner who treats data protection and quality as the starting point, not an add-on. That is how we work.
GDPR by design
Data minimisation, consent, EU hosting and a signed data processing agreement before any personal data is touched.
Documentation you can audit
Written specifications, architecture notes, test reports and handover documents, so your team or auditors can follow every decision.
Accessible by default
Interfaces built to WCAG guidelines, helping you meet the European Accessibility Act for digital products and services.
Predictable contracts
Fixed scope and price, clear milestones and acceptance criteria, and full ownership of the code and IP.
What we build with RAG
Chat with your documents
Ask questions across PDFs, policies, manuals and contracts and get answers with citations.
Enterprise knowledge assistants
One place for staff to find answers across Google Drive, SharePoint, Confluence and more.
Customer support answers
Grounded answers for support teams and chatbots, drawn from your help centre and product data.
Search over structured data
Combine document search with SQL and APIs so answers include live numbers.
Permission-aware retrieval
Users only get answers from content they are allowed to see.
Evaluation and tuning
Test sets that measure retrieval and answer quality, and tuning until they pass.
How we approach RAG development
Why RAG instead of fine-tuning
Fine-tuning changes how a model writes; RAG changes what it knows at the moment it answers. For most business questions RAG is cheaper, easier to update and easier to audit, because every answer points to its source.
Getting retrieval right
Quality depends on how documents are cleaned, split, embedded and searched. We use hybrid search (keyword plus vector), re-ranking and metadata filters, and test retrieval separately from the final answer.
Keeping it current and secure
Connectors keep the index in sync as documents change, and access rules from your source systems are applied at query time so nobody sees what they shouldn't.
Measured, not guessed
We build a test set of real questions with expected answers and track accuracy, citation quality and 'I don't know' rates, so you can see improvement and catch regressions.
Built for Luxembourg teams
Time-zone overlap
Luxembourg and Indian working days overlap with India by three and a half to four and a half hours, so your team is online for stand-ups and calls every morning your time.
The GDPR and Luxembourg's data protection law
We design to the GDPR and Luxembourg's 2018 data protection law: data minimisation, consent, access controls, encryption, EU hosting and a data processing agreement signed before work starts.
Billing
Invoices in euros (EUR) or US dollars. Typical senior rates are $25 to $49 (USD) per hour, or a fixed price for a defined scope.
Industries we work with in Luxembourg
Luxembourg's fintech, funds and regtech companies use us for secure platforms, document automation and AI, designed to the GDPR with EU hosting.
Investment funds
Fund administrators automate reporting and investor onboarding. We build AI agents, assistants and automation around these workflows.
Banking and fintech
Payment institutions build EU-wide digital services. AI here usually means faster reporting, fewer manual steps and better customer replies.
Space industry
Satellite operators need data and ground software. We start with one costly process and automate it end to end.
Logistics
Cargo hub operators coordinate freight digitally. We build AI agents, assistants and automation around these workflows.
Your working day with us
Our team's hours, in Luxembourg time
05:30–15:00
Monday to Friday
Overlap with your working day
09:00–15:00
About 6 hours every day
Daily stand-up
09:30
Luxembourg time, plus written updates every evening
Built for how Luxembourg works
Messaging channels
Languages
Local payments
Data hosting
Nearest: AWS Europe (Frankfurt) or Google Cloud europe-west1 (Belgium), in your own cloud account, so data stays where your rules require.
How it works
Week 1: discovery and design
We agree the use case, success measures and data, and show you a clickable design.
Weeks 2-3: build and integrate
We build, connect it to your systems and data, and demo working software every week.
Week 4: test and launch
We test with real cases, add monitoring and guardrails, then go live.
After launch: improve and scale
The same engineers keep tuning quality, cost and features as usage grows.
See what we've built
Try it yourself, free
Free browser tools from our team. No sign-up needed.
RAG development services: questions from Luxembourg
Do you work with companies in Luxembourg?+
Yes. Clarigo Infotech works with companies across Luxembourg, including Luxembourg City, Esch-sur-Alzette, as part of clients in 20+ countries. Luxembourg companies most often hire us for fintech, funds and regtech software. We work remotely from India with one in-house team.
What time-zone overlap do we get from Luxembourg?+
Luxembourg and Indian working days overlap with India by three and a half to four and a half hours, so your team is online for stand-ups and calls every morning your time.
How do you handle the GDPR and Luxembourg's data protection law?+
We design to the GDPR and Luxembourg's 2018 data protection law: data minimisation, consent, access controls, encryption, EU hosting and a data processing agreement signed before work starts.
Which currency do you bill in, and what does it cost?+
We bill in euros (EUR) or US dollars. Senior engineers typically cost $25 to $49 (USD) per hour, and fixed-scope projects such as an MVP in 25 to 30 days are quoted after a free consultation.
Can you build in French and German and Luxembourgish and English?+
Yes. We build interfaces and content in French and German and Luxembourgish and English, and test them with native speakers before launch.
Where will our data be hosted?+
Usually in Nearest: AWS Europe (Frankfurt) or Google Cloud europe-west1 (Belgium), or wherever your data rules require. Everything runs in your own cloud account, so you stay in control.
Do you support WhatsApp?+
Yes. Customers in Luxembourg often prefer WhatsApp and LinkedIn and Email, so we connect chatbots, notifications and support flows to them.
How is RAG different from a normal chatbot?+
A normal chatbot answers from what the model learned in training. A RAG assistant answers from your current, private information, so it is more accurate for your business and can show its sources.
Which data sources can you connect?+
PDFs and Office files, Google Drive, SharePoint, Confluence, Notion, websites, help centres, databases and APIs. We add connectors so the index stays up to date.
RAG development services around the world
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