Services

Specialist consulting for organisations putting large language models into production โ€” safely, measurably, and with governance built in.

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AI Governance, Compliance & Security

We assess and harden AI systems against real-world threats, aligned to the OWASP LLM Top 10.

  • Prompt-injection detection and defence
  • Output validation and hallucination monitoring
  • Role-scoped tool access for AI agents
  • Audit trail generation for regulatory review
  • Compliance document parsing and regulatory gap detection
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RAG & Semantic Search Systems

Document-aware AI that answers from your data, not its imagination.

  • LangChain RAG pipelines with Chroma vector stores
  • Chunking strategy design (e.g., 512-token overlapping windows)
  • Sentence-transformer embeddings and semantic search tuning
  • Grounded LLM reasoning over policy and business documents
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LLMOps & AI Evaluation

The operational discipline that separates demos from dependable systems.

  • Prompt versioning across model iterations
  • Evaluation harnesses tracking precision and recall
  • Hallucination-rate output monitoring
  • Reusable LLMOps patterns for enterprise AI governance
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Agentic AI & MCP Integration

Multi-agent systems that automate real workflows under enterprise controls.

  • Multi-agent orchestration design and validation
  • MCP tool integration with production security patterns
  • Structured, machine-readable risk and report outputs
  • OpenAI and Claude API architectures

How We Engage

Straightforward engagements sized to your stage.

1 ยท Assess

A focused review of your AI use case, data, and risk posture โ€” with a concrete findings report and roadmap.

2 ยท Build

We design and implement the pipeline โ€” retrieval, agents, evaluations, and security controls โ€” alongside your team.

3 ยท Operate

Handover with LLMOps tooling in place: versioned prompts, eval dashboards, and monitoring your team can run.

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