top of page
digital water 3.jpg

The Industry 4.0 toolbox of solutions is how industry & society manage water risk 

TECHNOLOGY FOCUS
We bucket the Industry 4.0 toolbox 
into two broad categories
Producing.jpg

Innovations that ‘produce’ data

Sensing-based Innovations​​

Sensing and measurement solutions to support owners and operators see water risk in our new climate reality. 

​

These technologies generate high-resolution, spatiotemporal data on water quantity and quality —enabling continuous asset monitoring, constructed and natural infrastructure diagnostics, and early detection of climate-induced water risk. They form the foundation of any AI-oriented climate adaptation strategy by feeding accurate, real-time data into downstream decision systems.

​

On this side, we back companies we back companies who have IP in...

​

  • Earth Observation – Satellite-based imaging and radar for detecting changes in aquatic ecosystems (fresh and marine), etc.

  • Real-Time Remote Sensing – Ground-based LIDAR, radar, and multispectral sensors measuring flooding, water temperature, soil moisture, and structural integrity.

  • Field Testing & Lab Services – Portable diagnostics, microbial/toxin detection, and water sampling—especially relevant for public health and ecosystem monitoring.

  • Edge Computing – On-device or on-site processing to enable real-time decision-making without cloud latency (e.g., on a dam, port, or pipeline).

  • Advanced Data Fusion – Integration of satellite, sensor, model, and historical datasets to create richer, more contextualized inputs for downstream tools.​​​

Consuming.jpg

Innovations that ‘consume’ data

Brain-function Innovations

​Intelligence and automation solutions to support owners & operators understand and manage water risk

 

These technologies essentially translate raw data into insights, forecasts, and automated actions—empowering owners/operators to make informed decisions, manage uncertainty, and optimize systems in real time. These innovations enable proactive risk mitigation, smarter infrastructure planning, and operational resilience.  

​

On this side, we back companies we back companies who have IP in...

 

  • Predictive AI & Simulation – Forecasts future climate conditions and models infrastructure response

  • Digital Twins – Virtual replicas of physical assets continuously updated with sensor and water quality and quantity data.

  • Decision Support Systems (DSS) – Tools that provide actionable insights, scenario planning, and resilience scoring.

  • Explainable AI (XAI) – Makes model outputs transparent and accountable, especially critical for high-stakes sectors like utilities, logistics, and insurance.

  • Generative AI & LLMs – Synthesizes complex datasets, regulatory inputs, and stakeholder needs to generate adaptive strategies or automate reporting.

  • Agentic & Multi-Agent Systems – Autonomous agents that schedule, coordinate, or act across distributed infrastructure.

  • Reinforcement Learning & Control – Optimizes dynamic systems like grid load, water distribution, or shipping/logistic in response to evolving water-related inputs.​​​

What is Industry 4.0?

Industry 1.0 was steam and mechanization, Industry 2.0 was electricity and mass production, and Industry 3.0 was computers and automation.

​

Industry 4.0, in the context of climate adaptation and water risk, is the use of advanced digital tools—like IoT sensors, AI, remote sensing, and digital twins—to predict, monitor, and manage water quantity & quality risks before they become costly disasters.

​

A common misconception about Industry 4.0 is that it’s only about automation and robots in factories—when in reality, it’s much broader, encompassing data-driven decision-making, interconnected systems, and real-time insights across industries, including climate adaptation and water risk management.

computer screens.webp
GET IN TOUCH

Are you a founder in this realm?

You recognize that financial capital (money) is important, but the most valuable investors bring more than just money   

​

You need an investor that understands what it's like to start and run a company

​

You seek an investor who helps you work through product development issues, gather market intel, and think through expansion and strategic pivots​​

 

...we bring you a rolodex of contacts in key sectors (see About us), a network of industry SMEs, and a bench of trusted hands in legal, technical, and graphic design  

​

...we are entrepreneurs, we have started many companies from scratch and know the highs and lows   

​

...we are business nerds, endlessly curious about macro trends, market inflections, new tools, competitive landscape, and even factors like currency risk. 

​​

Mazarine Climate Logos_White.avif
Mazarine Climate is a venture capital fund backing early-stage companies with innovations from the Industry 4.0 toolbox that support their customers manage water-risks in our new climate reality. 
  • LinkedIn
bottom of page