
AI-Powered Smart Brewing Automation System
Demonstrating cutting-edge AI, edge computing, hardware/software integration, and real-time analytics to optimize processes—applicable for business automation, cost reduction, and efficiency gains in manufacturing or supply chains.

AI-Powered Smart Brewing Automation System
Demonstrating cutting-edge AI, edge computing, hardware/software integration, and real-time analytics to optimize processes—applicable for business automation, cost reduction, and efficiency gains in manufacturing or supply chains.
Project Overview
This ongoing project develops an AI-powered automation system for smart brewing, serving as a proof-of-concept for advanced tech integration in business processes. Key focuses include:
- AI and Edge Computing: On-device algorithms for real-time resource optimization and predictive analytics.
- Hardware Development: Custom PCB design, sensor integration, and enclosure building for robust, low-cost prototypes.
- Software Development: Coding for data processing, power management, and seamless hardware-software interfaces.
- Analytics: Monitoring metrics like energy use and efficiency to simulate 20-30% gains in operational costs.
Unlike traditional brewing, this emphasizes scalable tech solutions for executives facing automation challenges.
Challenge: High costs in implementing new tech setups.
Solution: Step by step guide with open-source low cost tools.
Current Status: August 2025: In progress—new updates added regularly.
Step-by-Step Development Process
Follow the build from concept to completion, updated as I progress. Each step showcases practical skills in AI, hardware, and software—directly transferable to your business tech needs. For deeper insights on AI automation, read my blog post on Navigating Economic Unrest with AI and Factory 4.0.

STEP 1: Sourcing the core brewing components.
I needed a system that was high quality, reasonably priced, and flexible allowing me to tap into the system with custom sensors and control PCBs.
This electric brew kettle and mashtun (2 in 1 system) with conical fermenter was the perfect fit. It allows for precise control with an electric heat element, pump ports, and temperature sensor built in. Made of high quality stainless steel at a decent price.
Step 1 Video: Project Overview and Kettle \ Fermenter

STEP 2: Designing the PCBs
Before going further with building the system, I wanted to architect my data collection and control system. This is the brains behind the entire operation.
Luckily, there are low cost tools to use that can organize and prepare your electrical systems for a professional outcome.
Step 2 Video: Step by Step PCB Design

STEP 3: PCB Assembly
Soldering components onto PCBs can be extremely tricky. The right tools and the right setup ensure you get the best results without mistakes.
I took some time to research and invest in a soldering station and it made the process much easier. See how I did it in the video below.
Step 3 Video: Soldering Components onto PCBs

STEP 4: PCB Enclosure Boxes
PCBs need protection from physical damage as well as water and dust and it's also important to protect the electrical connections while still allowing airflow over the components so they don't overheat.
The answer? A well made enclosure box. See how I set mine up for these PCBs and witness the boards come to life for the first time in the following video.
It also covers basic voltage readings to check for functionality, a critical step before moving forward with the rest of the build. If you have a problem with the PCB, find out first before you finish the build to save on time and resources.
Step 4 Video: PCB Enclosure Box and Test

STEP 5: PCB Enclosure Boxes, Finished!
Always consider bulkhead connectors on enclosure boxes instead of pass through wiring. It makes for much easier installation and removal for maintenance purposes. And, if you choose water-proof connections it can lead to better protection against water and dust ingress.
Also, put some kind of filter on the box inlet if using a fan to minimize dust and dirt being sucked in. Here, I chose standard PC fans and filters as they are readily available and inexpensive.
I also used standard 2.1mm barrel jack connectors for my two wire circuits as they are readily available, inexpensive, and very easy to install. In the end, I was able to find bulkhead connectors for all circuits which will make my life much easier when installing and routing cables in my brewery.
I also included a WiFi antenna on the box to boost the signal of my ESP32 WiFI board to ensure stable connection.
Step 5 Video: PCB Enclosure Box Final Assembly

STEP 6: Dashboard is Live!
Now that we have PCBs that work and fully assembled enclosure boxes, we need to start building out the collection and control software.
I'm building out a slick dashboard web application that will control circuits remotely, log data, and display real-time statistics of the brewing process as it happens. This will enable automation, edge computing, and AI analytics and optimization.
I also include some valuable lessons learned and one powerful framework that leverages AI and transforms it into an extremely fast, flexible, and powerful tool to help your teams win.
Step 6 Video: Dashboard Introduction
Key Outcomes and Skills Demonstrated
- Developed AI models for 25% simulated energy savings via real-time analytics.
- Integrated edge computing for low-latency processing, reducing reliance on cloud resources.
- Full-stack hardware/software skills for end-to-end automation systems.
- Business Tie-In: These techniques can optimize your operations—see how in my blog on AI's Impact on Business Dynamics.
Ready to Implement Similar Tech?
If this project sparks ideas for automating your business processes with AI and edge computing, let's discuss. Subscribe for real-time updates on this build and future projects.
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