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This is a table of contents I’ve created to help you navigate through various announcements related to byteLAKE’s Cognitive Services.

Cognitive Services is a collection of AI models designed to address Industry 4.0 needs: AI-assisted Visual Inspection and AI-powered Big Data / IoT Sensors Data Analytics.

byteLAKE’s Cognitive Services — AI for Industry 4.0

Table of Contents

  1. Machine Vision, how AI brings value to industries
  2. Cognitive Automation helps where RPAs fall short
  3. AI for Manufacturing: Edge AI, Federated Learning, Computer Vision (webinar)
    Related presentation on SlideShare
    Direct link to a video
  4. Revolution in factories: Industry 4.0. (conference: Made in Wroclaw 2020) (translation)
    Video recording (in Polish, English subtitles)
    • Presentation…


This is a table of contents I’ve created to help you navigate through various announcements related to byteLAKE’s FD Suite.

CFD Suite is a collection of innovative AI Models
for Computational Fluid Dynamics (CFD) acceleration.

Ultra-fast results, radically lower TCO. Explore new possibilities. Cross-platform. No changes in hardware needed. Plug & play for existing CFD tools (data format compatibility).

www.byteLAKE.com/en/CFDSuite

Table of Contents

  1. First announcement, our very first post on LinkedIn where we announced the course of the CFD Suite project. …


This is byteLAKE, boom!

We offer AI products: AI-accelerated CFD for the chemical industry and AI-assisted process monitoring for the paper industry, and manufacturing. Besides, we offer custom AI software development services related to text, images, videos, sound, and time-series data analytics.

byteLAKE’s AI-powered products for the chemical industry, paper mills, and manufacturing.

Few years ago we started byteLAKE as a software services company specializing in Artificial Intelligence (AI) and High-Performance Computing (HPC). Through comprehensive research efforts and various projects we delivered across industries, we have been gradually becoming more of a product company though. …


Recently, StartUs Insights, has published a report called: “Discover 5 Top Startups working on Computational Fluid Dynamics”. It reads: “Curious about new technological advancements in the manufacturing industry? Explore our analysis of 441 global startups & scaleups and learn how their computational fluid dynamics (CFD) solutions impact your business!” and the announcement on their website starts with a statement that I could not agree more with: “Staying ahead of the technology curve means strengthening your competitive advantage.” and then the article continues […] “This time, you get to discover 5 hand-picked startups developing computational fluid dynamics solutions.

byteLAKE among 5 top startups & scaleups working on Computational Fluid Dynamics (CFD)

As a co-founder…


Register to join the presentations!

Presentation: AI for CFD

Industries leverage CFD (Computational Fluid Dynamics) simulations to ensure proper chemical mixing, when building aerodynamics models and even when producing a toothpaste, a shower gel, or drugs. Such simulations take time and in the case of chemical mixing, it typically is 4–8 hrs. Learn how you can use AI (Artificial Intelligence) to reduce time to results for CFD simulations from hours to minutes.

Learn more about byteLAKE’s CFD Suite (AI-accelerated CFD)

More about the event:

AI is revolutionizing the way we live and work, from the way we instruct machines to our ability to extract insights…


Międzynarodowe Towarzystwo Automatyki szacuje, że prawie każda fabryka traci co najmniej 5% produkcji z powodu przestojów. Wiele może stracić nawet 20%. Straty z powodu przestojów dla branży przetwórczej (globalnie) szacuje się na 20 miliardów dolarów.

Średni koszt nieplanowanych przestojów dla przemysłu papierniczego wynosi 220 000 USD dziennie (International Journal of Strategic Engineering Asset Management).

Koszty inspekcji jakościowej rosną a jednocześnie wiele branż boryka się z ograniczonym dostępem do wykwalifikowanego personelu. Niska jakość produktów i ograniczony monitoring procesów wytwórczych negatywnie wpływają na zadowolenie klientów, reputację firmy itp. Słabe liczenie produktów oznacza straty (gratisy = dajemy zbyt wiele) lub rozczarowanych klientów (wysłaliśmy…


This is a typical question my team at byteLAKE is asked every time we only even mention the notorious acronym AI (Artificial Intelligence) in a sentence. In the CFD (Computational Fluid Dynamics) context, this is a very valid concern as the CFD world is mostly using CPU-only architectures to run their simulations. There are, however, some efforts and products that can help you accelerate such simulations with accelerators like GPUs or FPGAs. BTW, we have tried that route at byteLAKE (a story about which you can read in my previous posts i.e. www.byteLAKE.com/en/AI4CFD-pt1). Nevertheless, the efforts needed, the costs, and…


My team at byteLAKE has analyzed the performance of byteLAKE’s CFD Suite (Computational Fluid Dynamics accelerated with Artificial Intelligence), an HPC application, across various configurations, incl. single node (server) with 2 Intel CPUs and 2 NVIDIA GPUs, and many nodes of a CPU-only cluster (HPC). The report below summarizes CFD Suite’s scalability with Intel technologies for AI models training and OpenVINO-optimized inferencing.

CFD Suite — HPC scalability report (April 2021)

For those of you who are not familiar with what CFD Suite is, it is a collection of innovative AI Models (Artificial Intelligence) for Computational Fluid Dynamics (CFD) acceleration. …


For those of you who are not familiar with what CFD Suite is, it is a collection of innovative AI Models (Artificial Intelligence) for Computational Fluid Dynamics (CFD) acceleration. The product has been developed by byteLAKE and you can learn more about it on the product website at https://www.bytelake.com/en/CFDSuite.

CFD Suite (AI-accelerated CFD)

CFD Suite is a perfect example where AI (Artificial Intelligence) and HPC (High Performance Computing) converge into a complete solution, changing the simulations into predictions and delivering immediate or ultra-fast results. Each AI model we add to the collection has been carefully designed, trained and calibrated by a team of world-class…


The International Society of Automation estimates that almost every plant loses at least 5% of production due to downtime. Many may lose as much as 20%. The cost to the global processing industry alone is estimated at USD $20 billion.

The average cost of unplanned downtime is USD $220,000 a day for a paper or pulp plant (International Journal of Strategic Engineering Asset Management).

Industries face the growing cost of manual inspections & limited access to qualified personnel. Poor quality of products and processes inspections affects customer satisfaction, reputation, etc. Poor counting of products means losses (freebies) on one hand…

Marcin Rojek

Co Founder @ byteLAKE | AI & HPC | AI-accelerated CFD, AI for Industry 4.0, Manufacturing, Paper Mills, Restaurants, Document Processing etc.

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