Services

AI systems for enterpriseand industrial operations.

We architect, build and integrate AI across software, engineering workflows and the shopfloor, with defined authority and verifiable outcomes.

Service areas
  1. 01

    Enterprise AI Architecture

    Define where AI belongs, how it connects, and what it is authorised to do.

    Scope
    • Use-case assessment
    • System architecture
    • Data and context access
    • Operating models
    • Implementation roadmaps
  2. 02

    AI Systems

    Build AI applications and agentic systems around real operational requirements.

    Scope
    • Custom AI systems and applications
    • LLM systems
    • Agentic systems and orchestration
    • Evaluation
    • Production engineering
  3. 03

    Workflow & Software Integration

    Connect AI to the tools, information and workflows organisations already operate.

    Scope
    • Enterprise integrations
    • Engineering workflows
    • Requirements
    • Documentation
    • Verification
    • Automation across engineering tools
  4. 04

    Industrial & Shopfloor AI

    Engineer AI assistance and automation around manufacturing, engineering and industrial control environments.

    Scope

    AI assists engineers and operators. Safety functions and real-time control stay with the control and safety systems designed for them.

    • Shopfloor and physical AI assistance
    • Engineering-tool integration
    • PLC and industrial automation toolchains
    • Software-defined automation engineering
    • AI-assisted engineering and operations
    • Industrial workflow automation
  5. 05

    AI Delivery Economics & Project Operating Model

    Plan, budget and manage AI as part of software delivery.

    Scope

    From token consumption and project budgeting to productivity measurement and SDLC adoption.

    • AI cost estimation during scoping
    • Token, model and agent consumption forecasting
    • Project-level cost allocation and charging
    • AI budgeting
    • Subscription and model-tier strategy
    • Estimated vs actual usage
    • Engineering productivity and delivery speed
    • SDLC adoption
    • Cross-team AI tool and agent operating models
    • Time-and-materials project implications
    • Runtime budgets and usage thresholds
  6. 06

    Governed Automation & Operations

    Put automated work into operation with explicit permissions, verification and accountable release.

    Scope

    Built for your team to run: we engineer the controls in and hand operation over.

    • Approval workflows
    • Monitoring and observability
    • Exception handling
    • Runtime limits
    • Release controls
    • Operational handover

Start with one workflow.

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