Source
Identify promising proprietary technologies, from research institutions, founders and IP owners, with genuine, unrealised potential.
IP COMMERCIALISATION HOUSE
MLX
Turning Intelligence into
Infrastructure Value.
The world’s most valuable AI and deep-tech IP is stranded in labs and patents. MLX bridges technology and infrastructure, moving proven capability into the systems the real economy runs on.
WHAT WE DO
The Commercialisation Engine
Not consulting. Not one-off deals. A repeatable system that moves proprietary technology from source to scale. The same disciplined funnel, every time.
Assess
Evaluate the IP, its readiness, the market need and the commercial potential before capital or effort is committed.
Position
Define the problem it solves, the customer who pays, and the value proposition in the language industry understands.
Validate
Test with industry users and establish proof of value in real operating environments, not demos. Evidence.
Structure
Choose the right commercial route: licensing, joint venture, partnership, spin-out, matched to the asset and the market.
Scale
Build the commercial ecosystem around the technology: customers, capital and partners until it compounds on its own.
SOURCE ▸ ASSESS ▸ POSITION ▸ VALIDATE ▸ STRUCTURE ▸ SCALE
FOCUS
Where We Play
AI for the physical world. One test applies everywhere: does better intelligence materially change cost, risk, availability or operational performance?
WTR∕01
Water & Dams
Dam and reservoir management, water availability, infrastructure risk, flow and level prediction, anomaly detection, operational planning.
ENR∕02
Renewable Energy
Wind, solar and battery systems; generation assets, predictive maintenance and performance optimisation across the portfolio.
GRD∕03
Energy Infrastructure
Transmission, distribution, substations and grid infrastructure: asset health, predictive analytics, network resilience.
IND∕04
Industrial Infrastructure
Mining, ports, logistics and heavy industry: intelligence for large-scale physical assets where downtime is expensive.
IP PORTFOLIO
Our Technologies
A visible, credible home for the IP we commercialise. Every asset moves through the engine, with its pathway and status on the record.
TECHNOLOGYPROBLEM ADDRESSEDMARKET ∕ SECTORCOMMERCIAL PATHWAYSTATUS
Predict
WATER INTELLIGENCE
AI-powered prediction and hazard monitoring for dams and reservoirs: flow, level and risk, ahead of time.
Dams, reservoirs, utilities, mining
POC ▸ VALIDATION ▸ LICENSING
COMMERCIALISING
Future IP
IN ASSESSMENT
Next technology currently moving through Source ▸ Assess.
Energy & infrastructure
TO BE DEFINED
PIPELINE
Own technology with unrealised potential?
Submit Your TechnologyWHY MLX
The Difference
Commercialising deep tech takes three capabilities that rarely live in one place. MLX was built to hold all three.
Technology
We understand AI and deep-tech deeply enough to spot genuine commercial potential, and to see past the hype that obscures it.
Commercial
We translate technology into products, markets and business models that customers actually understand and buy.
Access
We connect technology with the operators, corporates, investors and strategic partners who turn proof of value into revenue.
EXPERIENCE
The Experience
The engine runs on capability accumulated across research, operating assets and commercial transactions. This is the depth behind the process.
TEC/01
Applied Technology
Hands-on experience across AI, data and control systems, developed in research settings and tested on operating assets. We know where models hold, where they fail, and what it takes to make them dependable at scale.
COM/02
Market Access
Commercial experience across licensing, partnerships and market entry: structuring the route, finding the customer and translating technical capability into revenue.
DEL/03
Delivery & Operations
Execution discipline from strategy to operating plan: integration, milestones and the follow-through that turns proof of value into deployed, maintained systems.
INSIGHTS
Market Intelligence
Analysis on technology, infrastructure, AI and IP commercialisation, from inside the engine.
COMING SOON
The first dispatches from the portfolio are in validation. Check back shortly.
CONTACT
Two Routes In
Send a technology submission or an infrastructure challenge on the contact page.
FOR TECHNOLOGY & IP OWNERS
Have technology.
Need a market?
Bring the IP, the research or the prototype. MLX brings market intelligence, positioning, industry access and partnerships, and moves the asset through the engine.
Submit a TechnologyFOR INDUSTRY
Have an infrastructure
problem?
Reduce downtime. Predict failures. Improve asset utilisation. Manage environmental risk. If better intelligence changes your cost, risk or performance, we should talk.
Tell Us Your Challenge