Services

What We Do

Five focused service areas covering the full arc of applied AI — from initial strategy through production-ready system delivery.

  • AI Strategy & Opportunity Assessment

    Structured evaluation of where and how AI applies to your business. We map opportunities, assess feasibility, and produce a prioritised roadmap so you know exactly what to build first and why.

    Deliverables include an opportunity map, feasibility summary, and a rough effort and cost framing for each prioritised use case.

  • AI System Architecture & Design

    End-to-end technical design of production AI systems. We cover data pipelines, model selection, agent orchestration, evaluation frameworks, and production interfaces — everything your engineering team needs to build from a clear specification.

    Deliverables include architecture documents, component specs, integration points, routing logic, failure handling, and cost and latency estimates.

  • LLM Workflow Design

    Detailed design of LLM-based workflows for production environments. We work on prompt engineering, tool calling patterns, context management, chain-of-thought reasoning, and RAG pipeline architecture.

    Deliverables include workflow specs, prompt libraries, integration code scaffolds, and evaluation harnesses.

  • Agent-Based System Design

    Architecture for multi-agent systems — task decomposition, agent role definitions, communication protocols, and human-in-the-loop guardrails. We design agents that do what you need them to do, precisely.

    Deliverables include agent topology maps, role definitions, interaction protocols, and monitoring and evaluation strategy.

  • Production Readiness Review

    A structured audit of your existing AI system against production-readiness criteria. We evaluate reliability, latency, cost, controllability, evaluation coverage, and safety — finding what will break in production before it breaks.

    Deliverables include a readiness report with prioritised findings and specific remediation recommendations.

Work With Us

Engagements are scoped for four to twelve weeks. We work with founders, executives, and technical leaders building real AI systems.

Tell us about your initiative — we will respond within one business day.

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