
Beyond Human-in-the-Loop: The AI Relationship Test
Explore the nuances of human-AI interaction, examining four distinct oversight modes and their implications for effective AI governance and design.
Success starts with people. In times of overwhelming change, your teams deserve a partner that empowers them. Meet our minds, the real intelligence behind ML6 — designed to amplify yours.
Stop buying solutions, generate them, and own them. We’re building the platform that spawns agents to do work for you. From enterprise-scale systems to tailored industry and departmental applications, we help you transform the way you work today.
Our engineers partner with the world’s leading technology providers to deliver robust, scalable & sovereign solutions.
Experience the power of AI for your business through our client cases & testimonials. These stories aren’t just case studies; they’re proof that bold ideas, the right people, and a little AI magic can change the game.
This is where breakthrough ideas emerge and your inner innovator is awakened. Get inspired by the best of ML6's insights and the minds shaping the future of AI.
Success starts with people. In times of overwhelming change, your teams deserve a partner that empowers them. Meet our minds, the real intelligence behind ML6 — designed to amplify yours.
Stop buying solutions, generate them, and own them. We’re building the platform that spawns agents to do work for you. From enterprise-scale systems to tailored industry and departmental applications, we help you transform the way you work today.
Our engineers partner with the world’s leading technology providers to deliver robust, scalable & sovereign solutions.
Experience the power of AI for your business through our client cases & testimonials. These stories aren’t just case studies; they’re proof that bold ideas, the right people, and a little AI magic can change the game.
This is where breakthrough ideas emerge and your inner innovator is awakened. Get inspired by the best of ML6's insights and the minds shaping the future of AI.
Every enterprise is deploying AI agents. Gartner predicts over 40% of those projects will be cancelled by 2027, on cost, unclear value, and inadequate risk controls. Not because the technology failed; because the foundations were never built. You don't need more pilots. You need an agentic workforce: governed agents doing real work, on a platform you control, measured against value you can prove.
97% of executives say they've deployed AI agents. Yet 88% of proofs-of-concept never reach production. The gap between claiming to have an AI-enabled organisation and running on AI has never been wider. Gartner even coined a word for it: agent washing. Meanwhile, the leaders race ahead. The productivity gap between AI leaders and the rest widened 4x in two years. Every quarter you wait, the gap you must close grows.
Six months per use case. One agent, no platform, nothing reused. By agent ten, you're managing two hundred unsecured connections.
Agents on a broken process give you a faster broken process. Winners redesign the work first. Then they automate.
Machine identities outnumber humans 80 to 1. 68% of organisations can't tell agent activity from human activity. That's not a risk; that's an open door.
Only 25% of AI initiatives deliver expected ROI. No telemetry means every scale-up decision is an opinion. And the EU AI Act now fines ungoverned AI up to €15M or 3% of turnover.
The quiet killer of agent programs isn't technology; it's fear. Teams that believe AI is here to replace them won't adopt it, and 54% of C-suite executives admit AI adoption is straining their organization. We build the workforce with your people, not around them. Champions co-build the first workflows. Domain experts turn their working methods into reusable skills; the skills marketplace puts them in the driver's seat. AI literacy tracks bring everyone along. The result? People spend less time on repetitive work and more on judgment, creativity, and expertise. They stay responsible for goals, reviews, and final decisions.
We build your agentic workforce: humans and agents, one team, one governed platform, under your command. You decide how much authority each agent earns. Owned intelligence, not rented: your know-how becomes your IP. We help you climb the ladder, one workflow at a time, with control at every step.
Here's the clever part. The agentic landscape is commoditising fast, and we use that to your advantage. We buy what's standard and build only what differentiates. We deploy agentic workforces on the cloud you already trust and thanks to our proprietary ML6 engineering platforms, they come with identity, observability and guardrails baked in from day one.
Our partnersPersonal agents, managed assistants, and autonomous agents, all built from the same approved skills (a small package of instructions that teaches AI models how to do a specific task well, loaded only when it's relevant) and connectors. Every agent carries an identity. Every action is managed, mapped, evaluated, and measured. No shadow AI, no sprawl, no surprises.
Our Engineering approachWorkflow and value-chain mapping, agent design workshops, AI literacy and upskilling, governance design, and a dynamic skills marketplace. Success metrics are wired directly to telemetry, so scale-or-stop decisions run on evidence, not opinion.
Identify the value first
We break your processes into subtasks and score each on value, complexity, and AI-readiness. Then we set the control level per step: human-in-command, human-in-the-loop, or human-on-the-loop. You choose where AI acts, where AI helps, and where humans lead.
Configure, blend, or build. Some workflows run as skills (a small package of instructions that teaches AI models how to do a specific task well, loaded only when it's relevant) inside the enterprise AI your people already use; live in 2-4 weeks. Others need a managed agent platform with full governance. A few deserve fully custom builds. We don't come over-dressed to the party; we fit the suit to the occasion.
A champion from your team co-builds the first workflow with our engineers. Skills, connectors, business rules, evaluations. Tested against real work, measured on time saved, quality, and adoption, before anything scales.
Named owners, approval and change control, review cadence, monitoring, escalation paths. Governance enforced in the platform, not buried in policy documents.
The loop keeps turning: capture what your top performers do, share it as skills across the workforce, measure the impact, promote what works, and retire what doesn't. Your best practice becomes everyone's baseline. Real business impact decides, not opinion.
An agent isn't a chatbot; it's a digital worker with the keys to your systems. Most companies discover that only after an incident. You wouldn't give an employee full access without oversight. We make sure your agents earn trust the same way: visible, steerable, stoppable.
You should never wonder what an agent is, what it may touch, or how to stop it. So every agent gets its own identity, every action passes through policy gateways, and consequential decisions wait for human approval. And if anything drifts: one kill switch per agent, tested before it's ever needed.
The EU AI Act isn't waiting for your pilots to mature. With ML6, compliance isn't a project you bolt on before launch; it's built into every solution from day one: GDPR, NIS2, and EU AI Act, backed by our ISO 27001 certification. Your legal team signs off faster, and your agents ship faster.
Learn moreThe question isn't where your agents run; it's whose law reaches them, and who holds the switch. If sovereignty is mandated, your workforce runs self-hosted on EU infrastructure with open-weight models. And switching providers is a routing decision, not a two-year migration: your skills, data, and metrics move with you. No lock-in. Not even on us.
Sovereign AIyears of AI-native expertise
Enterprise-grade AI projects delivered
is the average NPS score
our customers give us.
weeks of average time-to-value
AI-native experts at your fingertips
Companies figuring out agent-native operating models today gain a 12- 18-month lead on everyone still stuck in pilots.
Stay in the loop with stories from our team, success cases from our clients, and news on what we’re building behind the scenes. Whether it's a deep dive into the latest in AI, a behind-the-scenes look at a real-world implementation, or product updates we’re proud of — here’s what’s been happening lately.

Explore the nuances of human-AI interaction, examining four distinct oversight modes and their implications for effective AI governance and design.

Discover how Computer Use Agents can automate UI testing, streamline user acceptance testing, and enhance test coverage with our innovative CLI tool.

Discover how voice agents transform user experience by making interactions intuitive, personalized, and seamless, redefining digital product engagement.