Data Pipelines & RAG Systems
We turn scattered documents and data into a searchable knowledge layer, so answers and reports come from your own sources: current, cited and fast.
What we build
Ingestion pipelines
Documents, PDFs, emails, databases and APIs collected, cleaned and kept in sync automatically.
Retrieval-augmented generation
Chunking, embeddings and hybrid search tuned to your content, with answers that cite their sources.
Knowledge assistants
Chat and search interfaces for teams and customers, grounded in your approved material.
Real-time insights
Dashboards and reports that update as new data arrives.
How we work
Inventory sources
We list where the knowledge lives, who owns it and how often it changes.
Build the pipeline
Connectors, parsing and indexing, with access rights carried through.
Tune retrieval
We test with real questions and measure answer quality and citations.
Ship and monitor
Interfaces go live, and freshness and quality are monitored.
What you can rely on
Grounded answers
Responses cite the documents they come from, so they can be checked.
Access rights respected
People only find what they are allowed to see.
Always current
Pipelines keep the index in sync with your sources.
Typical stack
- Postgres & pgvector
- Hybrid search
- Document parsing & OCR
- Embedding models
- Scheduled & event syncs
- BI dashboards
Let’s build yours.
Tell us which task you want to hand over. We’ll come back with a first concept and an honest estimate.