Mach Lilies is a senior, founder-led AI consultancy. We design, deploy, govern and operate production-ready, governed AI agents for real business workflows — backed by a full engineering bench across AI, cloud, data, product and strategy. Mach speed. Lily craft.
From AI strategy to governed agents in production — one senior team, end to end.
Our work divides into two layers. The agentic offers design, govern and operate the AI agent workflows that do real business work. Beneath them sits the engineering bench — AI consulting, product, cloud, data, design and strategy — the senior delivery foundation those agents stand on. Engage a single service, or the whole path from idea to operated workflow.
Safe AI agents put to work on real workflows — and kept governed in production.
AI agents that run real business workflows, safely and governed.
Explore agentic operations →Permissions, logs, evaluations, approvals and cost control for agents.
Explore agentops & governance →Audit stuck AI pilots; kill, fix or scale with clear ROI and controls.
Explore ai pilot rescue →Inventories, risk classification, oversight and audit-ready evidence.
Explore ai assurance →Modernize legacy software at agentic speed with senior review.
Explore ai-native modernization →Map, prototype and business-case your first agent workflow.
Explore agentic operations sprint →Agentic operations stands on real engineering. The same senior team delivers the foundations — on their own, or behind an agent workflow.
AI, LLM and machine-learning systems, strategy to production.
↗Custom web & mobile software, built to scale.
↗Cloud-native architecture, DevOps and reliability.
↗Pipelines, warehousing and analytics you can act on.
↗Product UX/UI, design systems, brand and motion.
↗Fractional CTO, due diligence and technology strategy.
Document-heavy, deadline-driven work is where governed agents pay off fastest.
Agentic AI consulting is the practice of helping a company design, deploy, govern and operate AI agents that perform real business workflows — not just advising on AI in the abstract. At Mach Lilies it means mapping a workflow, building a bounded agent against your real tools and data, wiring in human approval and audit trails, and operating it in production with measurable ROI.
Most engagements begin with an Agentic Operations Sprint: a focused, fixed-scope sprint that maps your highest-value workflows, prototypes the strongest one and produces a governed production plan. If you have a stalled pilot, AI Pilot Rescue is the faster entry point; if your priority is control over agents already running, start with AgentOps & AI Governance.
We are a small, senior, founder-led team of AI and engineering specialists. The principals who scope your work are the ones who build, govern and operate it — there is no hand-off to juniors. Agentic operations is our focus, supported by a full engineering bench across AI, cloud, data, product and strategy.
Both. We design and build governed agent workflows and then operate them as a managed service — monitoring, evaluation, regression testing and optimisation — or hand over clean, documented systems your team owns. We sell governed AI operations, not billable hours.
Tell us the workflow you want to take off your team's plate, or the AI problem you're stuck on. We reply to every serious enquiry within one business day.
