AI Systems Architect & Strategic Advisor
Designing intelligent workflows, agent ecosystems, and AI-first architectures for modern organisations.
I’m Mike — through Jomiko, I help organisations reduce cost, increase velocity, and safely integrate AI into real business operations.
Studio delivery, architect-level rigor
Deterministic orchestration, measurable outcomes, and governance that holds in production.
- Contract-first agent workflows
- Retrieval pipelines built for drift
- Cost governance as architecture
WHAT JOMIKO DOES
How the work lands in your organisation
Jomiko is the studio through which I deliver AI systems architecture, intelligent automation, and AI-first transformation.
AI Architecture & Systems Design
- Multi-agent orchestration with tool contracts
- Retrieval-augmented pipelines for internal knowledge
- Enterprise integration: APIs, data sources, operational touchpoints
- Deterministic, auditable workflow execution
- Cost-controlled routing and AI infrastructure
- Azure-native fit: Azure AI, Functions, cloud-native messaging
AI Transformation & Workflow Redesign
- Process mapping with failure modes and constraints surfaced
- Automation opportunities with prioritisation and measurable KPIs
- Human-in-the-loop design: approvals, escalation, control points
- AI-first workflow redesign—not bolt-on tooling
- Change enablement: workshops, runbooks, adoption plans
- From legacy workloads to AI-augmented, event-driven execution
Advisory & Consulting
- Fractional AI Architect support for delivery teams
- Architecture reviews: risk, cost, maintainability, governance
- AI readiness assessments and actionable roadmaps
- Strategic planning for agent ecosystems and platforms
- Retainer cadence: async guidance between architecture reviews
- Executive clarity on AI adoption and cloud-native architecture choices
WHY WORK WITH ME
Why organisations bring me in
Predictability over demos
I build deterministic workflow structure around models, so you get behaviour you can test, audit, and operate.
Constraints are part of design
I treat security, governance, and cost as first-class architecture inputs, not afterthoughts.
Clarity that ships
I translate ambiguity into tool contracts, evaluation plans, and acceptance criteria teams can implement.
Velocity that survives handover
I optimise for patterns your teams can maintain without heroics— runbooks, guardrails, and repeatable templates included.
Proof in production
I embed evaluation harnesses and operational signals so drift, quality, and cost stay visible after launch—not only on day one.
From architecture to integration
I don’t stop at drawings. I design, build, and integrate the systems that drive transformation.
EXAMPLE OUTCOMES
Patterns of impact
Cost governance that holds
Reduced cloud spend by ~40% with routing rules, caching, and budget guardrails designed into the workflow.
Workflow automation at scale
Automated ~70% of a manual workflow using multi-agent orchestration and clear human checkpoints.
Fewer tools, cleaner execution
Replaced multiple legacy tools with a single AI-first workflow layer that teams could query and act on.
Retrieval that stays accurate
Improved answer quality with retrieval pipelines built for drift, feedback loops, and evaluation harnesses.
Governance-ready by default
Delivered an AI governance framework with audit trails, approval gates, and safety controls for regulated environments.
Faster delivery through templates
Cut time-to-ship for new AI workflows by using reusable orchestration templates and measurable rollout plans.
INSIGHTS
Practical guidance for AI systems
I publish practical guidance on AI systems, architecture patterns, and the future of engineering.
ABOUT PREVIEW
Mike brings the architecture. Jomiko delivers the work.
If you want the background—how I moved from principal engineering into AI systems architecture—and the principles that shape every engagement, read the full About page.
Let’s build your AI-first future.
If you want an architecture decision you can ship—with governance and cost baked in—book a strategy call.