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Connect with fellow digitalization leads on how to leverage Industrial DataOps in your organization. Click the + CREATE TOPIC button in the menu bar to start the conversation.

  • 109 Topics
  • 70 Replies

109 Topics

V
Victor de Souza TarelhoNew
asked in Digitalization Community

Not Pass Course

I have some issues, like end of electric power during the course, mainly on the final test, because at my house have 4 blackouts at afternoon. So I need to make the final test to get the Certificate.

2
Sofie Haug
Practitioner
26 days ago
Eric Stein-Beldring
Seasoned Practitioner
Eric Stein-Beldring
posted in Digitalization Community

New webinar series coming soon – what use cases should we solve?

Hello Cognite Hub Community!We’re working on a new webinar series where we focus on concrete use case and solve it from start to finish with Cognite Data Fusion. We’d like to hear from you – which specific industrial use cases would you like us to solve? Please give us as much detail and context as you can.Do you have a use case solution you’d be interested in co-presenting with us? Fantastic. Please reach out to me directly on Cognite Hub or by email (eric.stein@cognite.com) and I’ll be in touch.Thanks everyone and looking forward to hearing from you!

0
Eric Stein-Beldring
Seasoned Practitioner
2 months ago
S
Practitioner
Samuel HartmanPractitioner
posted in Digitalization Community

Connected Manufacturing Forum - Industrial Data Problem, Contextualization, and Generative AI

I had the pleasure of attending the Connected Manufacturing Forum, hosted by Worldwide Business Research (WBR), in Atlanta, Georgia this past June. The event brought together leaders representing various fortune 500 manufacturing companies to discuss challenges, initiatives, and opportunities surrounding connected manufacturing.One key insight I gained from the event is that manufacturers in continuous process, batch, and discrete manufacturing are understanding the challenges associated with making sense of the vast amounts of data generated across IT, OT, and Engineering, which is the industrial data problem. Accessing and contextualizing data across varying source systems is key to realizing the value of the data and is a prerequisite for generative AI capabilities (LLMs).This is the exact problem Cognite solves. Now having just launched Cognite AI and Industrial Canvas, Cognite now enables manufacturers to rapidly embed AI-powered algorithms into operational workflows.Cognite AI is

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S
Practitioner
2 months ago
R
Active
rkannanActive
asked in Digitalization Community

Document insights using CDF

A few quick questions to help with a potential client engagement focusing on generating insights from unstructured docs in file systems:Can we go beyond the 1MB limit to allow OCR, index and search of any free text within the documents. Is this configurable?   LLM/NLP Search: What level of fuzzy or NLP searches are supported on the indexed content of a document. For example could one search for a phrase that isn’t verbatim in the file, but close enough in meaning or spread out within a couple of places within the document.   Automation: I understand we can auto-extract file/folder names and even text from the initial portion of a document to create metadata. Can this metadata be used in an automated entity matching service to automatically relate (contextualize) a new document to the parent field, well, facility etc. Can the same automation work by purely relying on the text within the OCRed document to avoid the human having to categorize into folders and ensuring naming standards f

3
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Active
2 months ago
M
mometanNew
posted in Digitalization Community

Cognite AI - Generative AI Accelerated Industrial Data

Hello Community,We are thrilled to announce the launch of Cognite AI, a comprehensive suite of Generative AI capabilities within our core Industrial DataOps platform, Cognite Data Fusion®.Cognite AI is a first-of-its-kind, hallucination-free, data-leakage-free Generative AI solution that accelerates time-to-value from Generative AI for energy, manufacturing, and power and renewables customers. And the best part is that it is fully open to all partners to create tailored industrial solutions.Cognite Data Fusion® with Cognite AI improves operations by rapidly accelerating cloud adoption and increasing the efficiency of industrial workflows by 10 times.Read the full press release here to learn how we harness the power of Generative AI for industry:https://www.cognite.com/en/press-release/introducing-cognite-ai

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M
3 months ago
D
Practitioner
Dasha IvanovaPractitioner
published in Digitalization Community

How to save months of turnaround planning with Generative AI

Hello Community👋, Are you tired of the time-consuming and complicated process of turnaround (TAR) planning? In our latest blog post, we delve into the revolutionary potential of Generative AI in TAR planning. Discover how this advanced technology can reduce timelines, boost production capacity, and unlock untapped revenue opportunities.Generative AI holds the key to saving months of planning and improving operational efficiency. Traditional TAR planning faces challenges such as long-term cycles, budget constraints, preventive maintenance practices, limited collaboration, and post-turnaround equipment failures. These issues stem from manual data aggregation, isolated solutions, and the lack of comprehensive approaches.Find our how Generative AI can revolutionize TAR planning cycle!

420
D
Practitioner
3 months ago
K
Practitioner
Karen Sylte HammerenPractitioner
posted in Digitalization Community

How Aker BioMarine used Cognite Data Fusion to digitally transform its operations

 Exciting News!  We are thrilled to announce the launch of a remarkable customer story featuring Aker BioMarine and their incredible journey with Cognite Data Fusion. We invite you to dive in and take a look at the incredible results they achieved! In a nutshell, here are some impressive highlights from their collaboration: 3 million data points were contextualized, unlocking valuable insights and driving informed decision-making 56% reduction in unit cost of operation within just two years, demonstrating the power of optimized processes and data-driven strategies A remarkable 73% reduction in downtime due to improved operations, ensuring maximum productivity and minimizing disruptions2x increase in output with the implementation of cutting-edge machinery, taking their operations to new heights!Want to explore this inspiring success story in detail? Don't miss out on the opportunity to learn more. Simply visit the link below to access the full story:  Link to the Customer Story: Aker B

0
K
Practitioner
4 months ago
Eric Stein-Beldring
Seasoned Practitioner
Eric Stein-Beldring
published in Digitalization Community

Industrial Asset Performance Management has a data problem

Hi community members, Many of you have likely heard of – or directly experienced – the industrial data problem that stands in the way of the success of Asset Performance Management (APM) strategies and solutions.In light of this, we wanted to share an insightful report recently published by Verdantix that highlights these challenges and compares APM vendors on the market today.We’ve summarized the key findings from this report as a guide for asset-heavy organizations seeking to invest in Asset Performance Management software. Click here to read more on our blog.We genuinely value your input and would love to hear whether these challenges and proposed solutions resonate with you too? Your thoughts and experiences are important to us as we continue to explore ways to overcome the hurdles faced by the industry. Thank you for being a part of our community, and we look forward to your valuable thoughts!

160
Eric Stein-Beldring
Seasoned Practitioner
4 months ago
Eric Stein-Beldring
Seasoned Practitioner
Eric Stein-Beldring
published in Digitalization Community

What is contextualization?

“So, what actually is contextualization?” As a Cogniter, this has to be the question we get asked most frequently. From customers, partners, and peers, as well as family and friends.If you’ve asked yourself this question, then I’d highly recommend reading this blog post where @terjelo offers a great (and simple!) definition, as well as a real-world industrial example. Hopefully it’s something you’re able to use when your colleagues ask you more about contextualization! contextualization (noun)Contextualization is the process of identifying and representing relationships between data to mirror the relationships that exist between data elements in the physical world. The result is a richer data model that is greater than the sum of its source systems.

230
Eric Stein-Beldring
Seasoned Practitioner
4 months ago
Anita Hæhre
Seasoned Practitioner
Anita HæhreCommunity Director
posted in Digitalization Community

Will ChatGPT/GPT-4 finally unleash the iPhone moment in digital transformation?

Hi Community!Check out a recent interview with Cognite’s CTO, @Geir Engdahl, discussing the potential implications of generative AI on asset performance management (APM). The interview covers what ChatGPT is and how it works, its potential human and knowledge worker implications, and what to expect from ChatGPT in the APM domain. Our opinion: generative AI is the breakthrough technology the industry needs to deliver the “iPhone moment.”What do you think? Does ChatGPT have the potential to transform legacy asset performance management processes, and if so, how? @Eric Stein-Beldring   

0
Anita Hæhre
Seasoned Practitioner
4 months ago
Anita Hæhre
Seasoned Practitioner
Anita HæhreCommunity Director
published in Digitalization Community

Cognite Data Fusion Achieves Industry First DNV Compliance for Digital Twins

With our focus on real-world operational value, delivered at the core of mission-critical digital transformation programs, we are proud to announce being the first and only software platform in the world to achieve compliance with DNV-RP-A204, the energy industry’s recommended practice on how to build and quality-assure digital twins. This certificate of cutting-edge industry standard compliance is further a validation that Cognite Data Fusion delivers best-in-class Open Industrial Digital Twins that:Accelerate and scale AI Asset Performance Management solutions with cross data-source insights Connect to physics simulators and deploy physics-guided machine learnings Establish confidence in the data and computational models running the digital twin Enable predictive analytics solutions like scenario planning Deliver intuitive data visualizations that drive agility and valueYou can read more on: Cognite Data Fusion achieves industry-first DNV compliance for digital twins.If you have ques

340
Anita Hæhre
Seasoned Practitioner
5 months ago
Alex
Practitioner
AlexPractitioner
posted in Digitalization Community

A Path to the Reduction of CO2 Emissions

Hi, I wrote a short article some time ago about how data-driven solutions are playing a critical role in helping companies meet their sustainability goals. Here are some key highlights from the article: Sustainability is becoming increasingly important for companies, who are turning to data-driven solutions to monitor, report, and reduce their environmental impact. Cognite has encountered many innovative solutions that promote sustainability, such as automating greenhouse gas emissions reporting and using robotics to detect dangerous leaks. A large set of sustainability metrics in industrial settings are best managed by real-time calculations, which need to be packaged as trusted data products for consumption. Diligent and accurate metrics are important, but decisive actions matter most. With a solid data foundation, companies can optimize operations and drive positive impacts in sustainability. Cognite Data Fusion enables companies to deliver positive impact supporting their sustainab

0
Alex
Practitioner
5 months ago
KC Goh
Active
KC GohActive
asked in Digitalization Community

Access to Daily DCS Alarm Reports in Oil and Gas Facilities

Hello !  I am new to this community but would like to ask the following:   Has anybody any experience extracting a list of DCS Process Alerts to Operators or Operator Overrides on an Hourly or Daily basis into CDF ?   This data resides in the OT and is sometimes extracted and made available in reports in the IT domain, e.g., by Yokogawa.   As I see it, this is an important indicator for stable and well managed production operations, and also a good predictor of upcoming threats to production.

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R
Committed
5 months ago
DanielJohnLevings
Practitioner
DanielJohnLevingsPractitioner
posted in Digitalization Community

NEW Upcoming Solutions Portal Release: Explore your data, install apps and create dashboards

Hello from the Solutions Portal team!We have a new release coming, which is by far our largest release yet! We hope this release will make it easier toBrowse through your data inside your CDF Project Enable new solutions built on top of CDF Enable new no code solution possibilities  We have a new home screen with new functionality!Any user can now ‘Browse solutions’. Through here, you can view all solutions that Cognite has to offer. If they’re not enabled, a demo can be requested. If you are an admin, SOME applications can be installed through a wizard for free (today, blueprint) and some are automatically installed (Charts).An explorer designed for SMEs. We’ve taken the old ADI explorer, made some improvements based on feedback, and now have an early version out for early adopters.An early version of global search is included also - easily search your way through any CDF resource (with more resources to come!) New CDF application: Blueprint!Blueprint is a no code solution that allows

5
I
Seasoned
6 months ago
Alexandra Cretu
Practitioner
Alexandra CretuProduct Marketing Analyst
posted in Digitalization Community

How can you achieve ROI at scale with Cognite Data Fusion

Digitalization PoCs are commonplace. Real return on investment (ROI) isn’t.So how do investments in digital transformation efforts translate into real value for your business (or company)?We, at Cognite, commissioned a study from Forrester Consulting to examine the potential ROI and business benefits asset-heavy industrial organizations can expect from deploying Cognite Data Fusion. Forrester interviewed six representative customers across our customer base in Oil and Gas, Manufacturing, and Power & Cleantech with experience using Cognite Data Fusion, and found $21.6 million in added net present value at a 400% ROI. Key results of the ROI study include:* $9 million gained through the optimization of heavy machinery and industrial processes* $5.1 million saved through optimized energy use and reduced operational costs* $4.8 million added value through reduced shutdown time* $4.3 million cost reduction by optimizing planned maintenance  Do you want to know what stands behind these nu

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Alexandra Cretu
Practitioner
7 months ago
Anita Hæhre
Seasoned Practitioner
Anita HæhreCommunity Director
published in Digitalization Community

What are level badges?

Hi Digitalization Community!As we grow we're constantly looking to improve our community, and one of the changes you might notice is your new level badge. You can read more about it below 🏅     

130
Anita Hæhre
Seasoned Practitioner
7 months ago
Simone Casolo
Practitioner
Simone CasoloPractitioner
posted in Digitalization Community

The economic and environmental cost of corrosion

I am the Head of the Services delivery team in Cognite. The team I lead develops and delivers domain use cases based in CDF to our customers in O&G, manufacturing and renewables. I am going to focus here on what are the consequences of corrosion of industrial assets on the economy and the environment, as recently covered in a series of publications (see references section). The economic and environmental cost of corrosion is a significant issue and is much more severe than one could think. While several calculations methods have been used in various studies it is generally accepted that the direct costs of corrosion to the economy are equivalent to roughly 3–4% of a country’s gross domestic product (GDP) [1,2]. The main cost impact is due to the replacement of corroded steel in failing infrastructures (roads, railways, etc.) industrial equipment and buildings. As well, it has been qualitatively estimated that between 25 and 33% of the annual steel production is destroyed once in se

0
Simone Casolo
Practitioner
7 months ago
Alexandra Cretu
Practitioner
Alexandra CretuProduct Marketing Analyst
published in Digitalization Community

2023 Crystal Ball Gazing: The Emperor Will Need ClothesBlog

Don’t say. Show.If there ever was one crisp line to capture the essence of what’s in store in 2023 for both buyers and sellers of Industry 4.0 solutions, it could well be this.Staying true to our New Year Predictions format, two disclaimers hold: For those looking for more general technology predictions, there is no shortage of well-researched examples published around this time of the year by the likes of Gartner, Forrester, and Verdantix — we encourage you to seek these out directly; and We are equally not venturing into the macro market factors, as these alike are abundantly covered by financial and even popular media. Instead, let us offer you 4 predictions that are focused on digital transformation of heavy asset industries. As always, let us know what you think by dropping us a line below.  New buzzwords die before taking offThis is sobering to see! The last thing needed is one more nonsense buzzword to fill conference stages and drive keyword bidding in vendor SEM programs.We’

190
Alexandra Cretu
Practitioner
8 months ago
K
Practitioner
Karolina LunaHead of Solutions Enablement
published in Digitalization Community

The Cognite Solution Support organization

If you are curious on how to get the most out of your Cognite Data Fusion subscription, you have come to the right place. This is part of a series of posts where we share some of our experience from working with customers in their journey towards an Industrial DataOps organization. We want to share lessons learned, mistakes made, good practices observed, and observations of pitfalls and risks. This is not the absolute truth, but hopefully a way to spark good discussions around an inherently complex topic!To quickly introduce ourselves, we are @Arjo Oosten, Digital Transformation Leader, winter sport addict and passionate about driving hands-on digital growth strategies and value based decision making, and @Karolina Luna, Solution Architect, cat lover, and passionate about the lifecycle perspective of everything (like solutions and data products).To learn more about Cognite Data Fusion, we recommend this post. Cognite’s Solution SupportWe have presented some models for organization we h

200
K
Practitioner
9 months ago
F
Practitioner
Francois LaboriePractitioner
posted in Digitalization Community

Digital conversation maturing - analysis of two CEOs' discussions

Hello, I found very interesting that a lot of the conversation around digital has moved away from “AI will change the industry” to much more elaborate analysis on the importance of data in context and data orchestration/DataOps. This realization is making its way all the way to the board room.A good example comes from the recent conversation between Blake Moret (CEO of Rockwell Automation) and Olivier Le Peuch (CEO of SLB). Both companies have independently decided to partner with Cognite and you can find some of the rationale in their exchange below.Two additional notes from the discussion:There is a vision to move from an equipment centric digitalization to a full asset/system view of what digital should encompass - with automation/closing the loop as a key actuator (see Sensia’s control systems’ role),  The discussion around optimization has stopped being solely about production volumes but now also systematically includes carbon. Source: Partial transcript from Rockwell Automation'

0
F
Practitioner
9 months ago
Pierre Pernot
Practitioner
Pierre PernotPractitioner
posted in Digitalization Community

SAP write-backs from Cognite Data Fusion

A use case we encounter at Cognite is writing data back to SAP. This can happen in several contexts where the main goal is to create or update data in SAP (ex: work orders, notifications etc.) based on the analysis of data stored in Cognite Data Fusion. The ability to write back to SAP allows to take decisions without going back and forth between applications, which can save a lot of time. It is also less error prone than manually filling fields in SAP based on what you read in Cognite Data Fusion.  This use case, which is all about automating processes, definitely fits Industry 4.0. In addition to that, SAP is one of the most used ERP systems in the industry. As a side note: we are talking today about SAP, but the same would be possible with other ERPs (as long as they have an API we can send requests to). For example, in a maintenance context: when analyzing data of your industrial machinery, you might notice that one of your machines needs maintenance. Instead of going to SAP, looki

5
I
Seasoned
9 months ago
K
Practitioner
Karolina LunaHead of Solutions Enablement
published in Digitalization Community

Is DevOps organizations always best for Industrial DataOps?

If you are curious on how to get the most out of your Cognite Data Fusion subscription, you have come to the right place. This is part of a series of posts where we share some of our experience from working with customers in their journey towards an Industrial DataOps organization. We want to share lessons learned, mistakes made, good practices observed, and observations of pitfalls and risks. This is not the absolute truth, but hopefully a way to spark good discussions around an inherently complex topic! To quickly introduce ourselves, we are @Arjo Oosten, Digital Transformation Leader, wintersport addict and passionate about driving hands-on digital growth strategies and value based decision making, and @Karolina Luna, Solution Architect, cat lover, and passionate about the lifecycle perspective of everything (like solutions and data products). To learn more about Cognite Data Fusion, we recommend this post. DevOps and Industrial DataOpsBoth DevOps and DataOps have many different def

400
K
Practitioner
9 months ago
STEWART WALLACE
Practitioner
STEWART WALLACEPractitioner
posted in Digitalization Community

CDF Fundamentals Course for Business SMEs

We have been discussing with one of our customers the need for a course, similar to the excellent Cognite Data Fusion Fundamentals course, but with less of a technology slant. It would be great to hear your thoughts on this and any topics you think this should cover.

0
STEWART WALLACE
Practitioner
9 months ago
K
Practitioner
Karolina LunaHead of Solutions Enablement
published in Digitalization Community

Can I outsource my Industrial DataOps?

If you are curious on how to get the most out of your Cognite Data Fusion subscription, you have come to the right place. This is part of a series of posts where we share some of our experience from working with customers in their journey towards an Industrial DataOps organization. We want to share lessons learned, mistakes made, good practices observed, and observations of pitfalls and risks. This is not the absolute truth, but hopefully a way to spark good discussions around an inherently complex topic!To quickly introduce ourselves, we are @Arjo Oosten, Digital Transformation Leader, winter sport addict and passionate about driving hands-on digital growth strategies and value based decision making, and @Karolina Luna, Solution Architect, cat lover, and passionate about the lifecycle perspective of everything (like solutions and data products). To learn more about Cognite Data Fusion, we recommend this post. Outsourcing FTW?As many companies have found, it can be hard to attract the

290
K
Practitioner
10 months ago
K
Practitioner
Karolina LunaHead of Solutions Enablement
published in Digitalization Community

Customer operating model examples for Industrial DataOps

If you are curious on how to get the most out of your Cognite Data Fusion subscription, you have come to the right place. This is part of a series of posts where we share some of our experience from working with customers in their journey towards an Industrial DataOps organization. We want to share lessons learned, mistakes made, good practices observed, and observations of pitfalls and risks. This is not the absolute truth, but hopefully a way to spark good discussions around an inherently complex topic!To quickly introduce ourselves, we are @Arjo Oosten , Digital Transformation Leader, wintersport addict and passionate about driving hands-on digital growth strategies and value based decision making, and @Karolina Luna , Solution Architect, cat lover, and passionate about the lifecycle perspective of everything (like solutions and data products). To learn more about Cognite Data Fusion, we recommend this post. Knowing which roles you need for your Industrial DataOps organization, as c

820
K
Practitioner
10 months ago

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