01
Immersive Simulations
Game-like environments on Desktop, VR, and Mobile. Domain-specific scenarios in sectors such as clean energy, space, and construction — built to feel like the real thing.
Multimodal Immersive Lab Environments
The Human Data Layer for Robotics and Physical AI.
We turn immersive, game-like simulations into training data for robots. Every action, hesitation, and correction becomes a signal that plugs straight into robot learning pipelines.
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The Problem
The robots of today are not ready for the real world.
Industries are scaling robotics teams faster than ever. But the environments they actually deploy into are messy, unpredictable, and constantly changing. Human decision-making is still the best way for robots to adapt. That data doesn’t exist at scale, and physical AI training is too slow and expensive.
£21B+
Private capital into robotics in 2025 — more than 2× the year before.
Source — PitchBook, 2025
4+ months, £250K+
Proving readiness requires a physical pilot, often unsafe/barred in regulated sites.
Source — Interact Analysis, The Mobile Robot Market Report, 2026
~61%
Share of robotics teams that report lacking the internal capability to scale robotics beyond the pilot phase — the gap Mile's readiness infrastructure closes.
Source — McKinsey & Company, The Robotics Revolution: Scaling Beyond the Pilot Phase, 2025
The Solution
Next generation data infrastructure for robotics and physical AI — built to be auditable, scientific, and accessible.
02
Human Data Capture
Every choice, hesitation, correction, and recovery is logged. The pause before a risky decision is signal, not noise — and we treat it that way.
03
Robot Learning Pipelines
Data plugs straight into modern policy learning stacks. Improve sample efficiency on the hard, long-tail moments that physical pilots can’t reach.
04
Deployment-Readiness Verdict
A scientifically grounded readiness score — peer-reviewed methodology, reproducible runs — so teams can prove a robot is ready before it ever leaves the lab.
01
Build the world
Recreate the customer’s site as an interactive digital twin.
02
Play the scenarios
Humans and autonomous robots navigate through gamified missions and unpredictable events.
03
Capture the signal
Decisions, recoveries, and edge cases become structured data.
04
Train and verify
Feed the pipeline. Score readiness. Repeat.
Updates
Where we are right now.
Quiet, steady progress — pilots, awards, research, and the moments worth marking.
Get in touch
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Email — hello@milelabs.co
Web — milelabs.co
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