Consulting & delivery

Advisory-led delivery for data, AI, and cloud

MGCA helps organisations move from strategy to execution. We provide advisory, architecture, and hands-on delivery across AI implementation, cloud transformation, generative AI solutions, and data science - so teams can modernise safely and deliver measurable outcomes.

Core services

Practical consulting and delivery services that help leaders modernise platforms, improve operational performance, and de‑risk complex technology change.

Advisory and strategy

Executive-level clarity on priorities, sequencing, and governance - so delivery teams can move with confidence.

  • Readiness and maturity assessments
  • Target operating model and roadmap
  • Governance, risk, and stakeholder alignment
Advisory Governance Enablement

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Architecture consulting

Architecture that stands up to delivery: clear designs, defensible decisions, and review outcomes teams can execute.

  • Target architecture and solution blueprint
  • Detailed design for APIs, data, and integrations
  • Architecture reviews and remediation plans
Architecture Design Reviews

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AI implementation

Deliver applied AI responsibly - from use-case selection to production rollout and ongoing operations.

  • Use-case definition and solution design
  • Integration with products, data, and operations
  • Monitoring, governance, and continuous improvement
Machine learning MLOps Optimization

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Cloud transformation & migration

Plan and execute cloud programmes that reduce operational burden, improve resilience, and enable faster change.

  • Landing zones, security, and platform foundations
  • Application and data migration waves
  • Cost, performance, and reliability optimisation
Cloud Migration Modernisation

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Generative AI development

Build copilots and assistants that improve productivity while respecting your data, policies, and risk posture.

  • Copilots for support, operations, and knowledge work
  • Document automation with human review
  • Tool-using workflows and guardrails
GenAI Automation Innovation

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LLM & agentic systems

Architect, develop, and integrate LLM-powered solutions - agents, tools, and workflows - into your products and operations.

  • LLM selection, evaluation, and prompt/interface design
  • Agent and tool orchestration (workflows, guardrails)
  • RAG, embeddings, and integration with enterprise data and APIs
LLMs Agents Integration

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Data science solutions

Build analytics foundations and models that improve decision quality and performance reporting across the business.

  • Analytics strategy and KPI definition
  • Data pipelines, modeling, and quality
  • Dashboards and decision support
Reporting Forecasting BI

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Our clients

A selection of organisations we have supported across public sector and enterprise delivery.

Our approach

A straightforward delivery model that aligns stakeholders, validates value early, and builds operationally-ready systems.

1. Understand Clarify where you are today, where you want to go, and which constraints matter most.
2. Explore Design and test high‑leverage use cases with quick feedback loops and real data.
3. Operationalize Turn successful experiments into stable, monitored systems with clear ownership and governance.

Get in touch

Share a bit about your team, timelines, and where you see data and AI helping most. We will follow up to coordinate next steps.

Prefer a structured intake? You can also complete a short form so we can prepare.