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Rubra Digital

Industries

The constraints differ more than the technology does

A retrieval system for a bank and one for a manufacturer share an architecture and almost nothing else. The regulation, the document quality and the cost of a wrong answer are what shape the build.

Financial services

LLM and retrieval systems for banks, insurers and asset managers, built to satisfy DORA, model risk governance and the evidence your regulators expect.

  • EU AI Act
  • DORA
  • GDPR
  • MiFID II

Legal

Retrieval over contracts, case law and precedent for law firms and in-house teams, with citation accuracy treated as a hard requirement rather than a feature.

  • EU AI Act
  • GDPR
  • Legal professional privilege
  • Bar association AI guidance

Healthcare & life sciences

Retrieval and LLM systems for pharma, medtech and healthcare providers, built for GxP expectations, HIPAA, EU MDR and the evidence these sectors require.

  • EU AI Act
  • EU MDR / IVDR
  • GDPR
  • HIPAA

B2B SaaS

Ship AI features your customers will pay for, with the unit economics, evaluation and multi-tenant isolation that turn a demo into a product line.

  • GDPR
  • EU AI Act (transparency)
  • SOC 2
  • ISO 27001

Manufacturing & energy

Retrieval over technical documentation, maintenance records and engineering drawings, including the scanned, decades-old material most systems cannot read.

  • EU AI Act
  • NIS2
  • Machinery Regulation
  • ISO 27001

Public sector

AI systems for public administration built for transparency, data sovereignty and the accountability standards citizens and oversight bodies expect.

  • EU AI Act
  • GDPR
  • National algorithm registers
  • SecNumCloud / national sovereignty frameworks

Get a straight answer on your AI roadmap

A 30-minute call with the engineer who would do the work, not a salesperson. You will get an honest read on what is worth building, what is not, and roughly what it costs.

No NDA needed to talk. EU and UK hours in full, with afternoons overlapping US Eastern and Central.