STARMINES
AI · RAG · Knowledge Graphs · Cyber Security

Mine the depths. Reason from them.

A small, senior collective engineering AI, retrieval and knowledge-graph systems for regulated, scientific computing — built to be trusted, audited, and to actually ship.

LAT 51.5072° N LON 00.1276° W SYSTEMS THAT REASON
SCROLL
[ 00 — Why Starmines ]

Most enterprise AI is theatre. We build the unglamorous machinery that makes it true — grounded retrieval, reasoning over graphs, and security that holds up to scrutiny.

fig.00 — value graph
04
Senior specialists.
No juniors, no slideware.
100%
Hands on the systems
we design.
0
Tolerance for
hallucination theatre.
Full
Auditability in
regulated domains.
[ 01 — What we do ] All services →
01 Applied AI LLM systems, agents and copilots wired into real workflows — evaluated, observable, and accountable for what they output. → 02 Retrieval / RAG Grounded, citable answers over your private corpus. Hybrid retrieval and re-ranking, not vector-search roulette. → 03 Knowledge Graphs Ontologies and graphs that let your data reason about itself — the substrate beneath trustworthy AI. → 04 Cyber Security Threat modelling, secure pipelines and red-teaming for sensitive, regulated and scientific systems. → 05 Data Platforms Lakehouse, pipelines and governance engineered to scale, to audit, and to outlive the hype cycle. →
[ 02 — Capabilities & stack ]

The tools we trust in production.

Python PyTorch LangGraph Neo4j pgvector Qdrant Databricks Snowflake dbt Kubernetes Ray DSPy
AI / LLM
PyTorch · vLLM · LangGraph · DSPy · open-weight & frontier models · eval harnesses
Retrieval & Graph
Neo4j · pgvector · Qdrant · hybrid search · GraphRAG · ontology design
Security
Threat modelling · SAST/DAST · secrets & key management · SOC2 / ISO 27001 alignment
Data Platform
Databricks · Snowflake · dbt · Airflow · lineage · governance & access control
[ 03 — Bring us the hard part ]

Let's build
something that holds up.

Bring us a hard problem in AI, retrieval, graphs or security. We'll tell you straight whether it's worth building — and then build it.

hello@starmines.app Meet the studio