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Product Ideas Pipeline

1169 Ideas

Dinesh Makked
Committed
Dinesh MakkedCommitted

Process-Aware Knowledge Graphs for Industrial AINew

Inspiration“Context is king in the world of AI.”Across research, publications, and industry discussions, one theme consistently stands out — AI without context lacks true intelligence. To unlock the full potential of Industrial AI, we must ground AI solutions in process context.VisionIntroduce Process-Aware Knowledge Graphs (PAKGs) that integrate process understanding directly into the Cognite Data Fusion (CDF) ecosystem. By capturing and structuring the interconnections, interdependencies, and material flows from Process Flow Diagrams (PFDs), we enable context-driven intelligence for Agentic AI solutions built on Atlas AI and CDF.Core Capabilities System Model Extraction Automatically extract process metadata from P&IDs and PFDs (PDF/Image formats). This removes the dependency on CAD files, which are often unavailable or inconsistent. Process-Aware Knowledge Graph Generation Translate the extracted system model into a Knowledge Graph enriched with process semantics. Represent equipment, process streams, and control loops as nodes and relationships, creating a foundation for process discovery, reasoning, and autonomous insights. Value Proposition Enables Agentic AI systems to reason over process context. Accelerates ROI realization from Cognite solutions by improving AI explainability, traceability, and domain relevance. Lays the groundwork for next-generation Industrial AI applications — from automated root cause analysis to process optimization. AskI propose enhancing CDF to support this capability natively, creating a bridge between engineering documentation and context-aware AI models.

5
Dinesh Makked
Forum|Forum|1 month ago
A
Active
Alexgr7Active

Corrosion Control VisualizationNew

Hi, I am new on this community and I was wondering if some members have worked on a solution under CDF to facilitate the corrosion control visualization using structured data from multiple sources, starting with P&ID and PFDs and connect with SAP data and IDMS applications. Idea is to have a living and dynamic repository of information rather than an static hardcopy document.

0
A
Forum|Forum|1 month ago
B
Committed
BeauSlaughterCommitted

3D viewer in Industrial Canvas needs configurable render quality and point size settingsPlanned for development

The 3D view in Industrial Canvas is unusable with default settings, as the render quality is too low and the point size is too large. We need the ability to set a global default setting for the viewer that is usable with our 3D data across the CDF platform.  Example from Industrial Canvas-!--scriptorstartfragment--> 

3
M
Forum|Forum|1 month ago
N
Committed
n989Committed

Printing From CanvasGathering Interest

When printing from canvas, if you reduce the default size of a text or object, it prints to PDF extremely blurry and you can’t read it.  

10
Andreea Oprea
Forum|Forum|1 month ago
M
Active
Mario NobleActive

Atlas AI feedback and suggestionsNew

Atlas AI – agent building and chatbot notesThe GoodAble to switch between list and tile view as well as Search. Having a Description is helpful. Nice that there are sample questions. Loading feedback. Ability to stop generation. Legal disclaimer near prompt area. Nice that it shows reasoning steps. Like the suggestions with Show More Bot background color is fine. Reasonable area to write a prompt. Great to be able to view the details using the info icon of what each agent is good at before switching to it.Could be improvedPriority 1Starting a new chat is “risky” because there is no history, copy or chat download/export functionality. Part of the point is to aggregate information for analysis later, sharing or collaboration Chat history/multiple threads Need a way to set expectations up front so that when a new chat is started, we can orient users as to what can and cannot be done. Description helps but gets cut off. Sample questions as defaults are not injected but auto triggered. This can be an issue since the prompt is most likely not exactly what they want. Need some sort of prompt library so that users will be presented with prompts that have been vetted, and we are sure will produce relevant answers and get them quickly started. So not just examples but starter prompts. When it suggests follow ups, it would be great if these may be clicked and injected into the prompt area (but not auto submitted). Priority 2I would expect the naming for Atlas Agents to be in Industrial Tools and Agent Library to be in the Atlas AI. Ability to choose to share threads Edit icon should maybe use a plus. I know Copilot uses that but it’s still odd. Not sure what to do about location action and listing. What does this mean or how does it affect bot? Needs link to terms or docs. No file attachment. Users will probably want need this to override on a case by case basis. Publish / Unpublish flow is a bit awkward when prompt engineering between multiple people. Prompt area should be fixed to a certain height (perhaps one half the viewport) and scroll or be resizable. The use of a full takeover modal with a close button is odd when starting a chat. Switching to a new chat when moving between agents without a chat history is somewhat dangerous since users will lose all their work. It’s good that we can switch between agents while in a thread. However, I would expect that when I am in the agent library, clicking on another agent starts a new thread with that agent. Returning to the original agent would show my previous conversation with the agent. Cannot generate tables easily. Although I did manage to do so one time. I easily miss My Agents and Published tab. This causes a starter problem. Would like to add multiple tools at a time and not need to add them one by one.Possible bugsSeemed to lose past chats bubbles after a certain amount of conversation. Reloading shows them. Need to verify. Ran into an issue when switching between an agent within a thread created a new chat.

1
Jørgen Lund
Forum|Forum|1 month ago
R
Committed
RAMBOURG PierreCommitted

JSONC previewGathering Interest

Hello,We have several files in data explorer.We use jsonc (doc : JSONC | JSONC Specification) to extend json with comments beside classic json.Unfortunately, preview is not available for this json-ish.Could it be possible to extend previsualisation for jsonc file ? It will be very usefull !Please find attached 2 screens showing current and expected behavior. Regards,Pierre Rambourg

1
Dinesh Makked
Forum|Forum|1 month ago
M
Active
marksassActive

Format text in Industrial CanvasPlanned for development

Need the ability to format text in Industrial Canvas.  Need to be able to make some text bigger, or bold, or different color or font etc.

5
Andreea Oprea
Forum|Forum|1 month ago
J
Active
Jørgen AarstadActive

Datapoint metadataNew

To ensure data quality we want to run a filtering algorithm on certain timeseries that are prone to faulty spikes. Typically we want to replace a datapoint that is more than rollig.avg +/-3rolling std.dev with interpolated values.  as part of this, it would also be useful to track the changes on the actual datapoints. Is there a functionality in CDF for this? Ideally, there could be some metadata attached to the datapoint, describing e.g. the original value, when it was changes, etc. 

1
Everton Colling
Forum|Forum|1 month ago
Markus Pettersen
MVP
Markus PettersenMVP

Improved access capabilities: separate delete from write/runNew

There are some instances were we would like to have greater control of deletes such as with functions, and Atlas AI agents. When a user gets access to create or run the access is global, but so is also the access to delete.Sometimes we want to give a user access to create without giving them the access to delete everything that anyone else has worked on.Take functions for example, the access to trigger a function is the “write” capability which is the same capability you need in order to delete, and when this is globally scoped it becomes a security concern. This again limits how we are able to work with these features as we would like to limit the impact an individual can have on parts of CDF they don’t work with. Markus PettersenAker BP - Data Platform Architect

3
Jørgen Lund
Forum|Forum|1 month ago
ibrahim.alsyed
Seasoned
ibrahim.alsyedSeasoned

Cognite CDF: PowerBi Live and Real Time Connector (CRITICAL)Closed

We need Cognite to provide a PowerBi conenctor that is not just a batch import to PowerBi but rather a LIVE POWERBI connection of data that provides instant updates do dashboards in near real time.  This is CRITICAL request from CELANESE

14
Knut Vidvei
Forum|Forum|1 month ago
G
Committed
Gunnar AndreasCommitted

Adding a calculation to Charts using the APINew

If would be very valuable to be able to create a Charts with timeseries AND calculations via the API. This is relevant when you want to create a large number of charts with calculations, like monitoring all instances of an equipment type, or creating a Charts on-the-fly based on an situation that is detected.Today you can build up a URL where you specify the timeseries and the time range, and when you open the URL you can create a new Charts or add the timeseries to an existing Charts. But I do not see any way of adding a calculation via the API.Also, I cannot find a way of fully create the Charts via the API (I have to open the URL and the select new or add to existing). This prevents us from automatically adding it to a Canvas (Canvas can be fully created via the API)

1
Arun Arunachalam
Forum|Forum|1 month ago
Ben Petree
Seasoned Practitioner
Ben PetreeSeasoned Practitioner

Dark modeGathering Interest

Hi,I would really like dark mode for all pages in CDF. I saw someone using a browser extension called Dark Reader and CDF looked really really good. I think it would be great to have a toggle in the user settings which defaults to OS but can be hard switched between light and dark modes. Here is an example of how Chrome does it: 

2
Liz Brenner
Forum|Forum|1 month ago
akeelishak
Practitioner
akeelishakPractitioner

MP4 File Streaming Capability on Data ExplorerGathering Interest

The customer (BBraun - @gary.goh@bbraun.com / @mansoor.ahmed@bbraun.com) has requested the ability to stream MP4 files on Data Explorer. Currently, when searching for the file the file is retrieved and on the Preview only a thumbnail is shown. But customer would like to stream the video with Playback.

1
Jørgen Lund
Forum|Forum|1 month ago
T
Committed
TorbenCommitted

Charts - Min/Max values and Split ChartsGathering Interest

In present solution of Charts Min/Max values for a time series are set automatically.Suggest to have an “Override” functionality which enable that Min/Max values van be entered manually by end User.In addition it would be beneficial to have a functionality with “Split Charts” i.e. individual charts for different time series can be produced.In Connection with analysis of multiple time series the presernt “Enable Stacking” can not fulfill getting a good overview of time series on “top of each other”.

4
T
Forum|Forum|1 month ago
akeelishak
Practitioner
akeelishakPractitioner

Add Maintain Activities/Annotations to CDF CanvasParked

The customer (BBraun - @gary.goh@bbraun.com) has requested the ability of opening Activities that are residing on Cognite Maintain in CDF Industrial Canvas.  The customers’ requirement is to select an Activity and then by clicking the ‘Open in Canvas’ they want to pull that Activity into the Canvases on CDF. It was mentioned that clicking on ‘Open in Canvas’ did not pull Annotations or Activities into the Canvases on CDF.

3
Marius Biermann
Forum|Forum|1 month ago
M
Committed
MartinCommitted

Identify optimization opportunities (e.g deferment reduction, resource constraints)Planned for development

As a user i would like the system to identify optimization opportunities (such as deferment reduction) for me through defined rules & logic or and aggent! e.g. if a maintenance and a WI job is scheduled for the same prod element within the two weeks this should be highlighted in Maintain to discuss if it can be combined at the same time! Such that I can be notified about these opportunities without having to manually review the system (in the Cognite Maintain App) After a joint discussion with Cognite ​@Marius Biermann  it was suggestet to test with python logic / Atla AI + add activity or optimisation to maintain if a conflict is identified! 

4
Marius Biermann
Forum|Forum|1 month ago
M
Committed
MartinCommitted

Add the Calender Week into the Start / End Date selectorPlanned for development

A lot of planners want to update their information by shifting activities from e.g CW 5 to 7, so we need to add this info into all of our date selectors!Currently this is now implemented just in the Filter Panel on top! We need to add it alos in the Start & End Date selector, if you create a new activity or is you seach and filter! ​@Marius Biermann as requested in the last meeting!

3
Marius Biermann
Forum|Forum|1 month ago
R
Committed
rmaidlaCommitted

Cognite Charts: Add filter when searching contextualized documents (P&IDs)Planned for development

Currently when you click on related P&IDs / documents for an existing timeseries in Charts, it pulls up every available document as opposed to being able to filter for just file type, extension or group. It would be very handy to be able to filter the documents - especially when the timeseries is linked to an asset that has hundreds of documents.

2
Arun Arunachalam
Forum|Forum|1 month ago
J
Active
JorisDKActive

Frequency analysisNew

I was having some problems with a flow controller.An easy way to see this would be with a frequency analysis. I used numpy (or was it scipy) fft in jupyter.However it would be very easy if we could have a fft function that was easily implementable in charts. Where e.g. we could determine the dominant frequency and/or amplitude for a signal, with the possibility to limit it to a certain range of frequencies.

2
Arun Arunachalam
Forum|Forum|1 month ago
T
Active
Terje LindrupsenActive

Testing Persistent calculationGathering Interest

The user should be able to alter a persisten calculation (calculation and scheduling parameters)The user should be able to see the parameters for scheduling & calculation etc on the persistent calculation   

2
Arun Arunachalam
Forum|Forum|1 month ago
Markus Pettersen
MVP
Markus PettersenMVP

Chart: Improved access control for calculated time seriesNew

We have a bit of an issue. We want to use chart to create calculated time series in our production environment, but we do not want to grant the users access to create time series through the API/SDK. What we would like is a separate access capability that explicitly gives the user access to create time series (or other objects) through charts/canvas/etc. (industrial tools) Markus PettersenTechnical Domain Architect - CDF PlatformAker BP

2
Jørgen Lund
Forum|Forum|1 month ago
akeelishak
Practitioner
akeelishakPractitioner

MP4 File Support in Industrial CanvasPlanned for development

The customer (BBraun - @gary.goh@bbraun.com / @mansoor.ahmed@bbraun.com) has requested the ability to support adding MP4 files into Industrial Canvas. Currently, MP4 files are not a supported format to be adding onto Canvases.

0
akeelishak
Forum|Forum|2 months ago
T
Committed
tddahnkeCommitted

Charts - Y-Axis Merge All Units ToggleGathering Interest

Problem Statement: The current Y- Axis Merge toggle only merges some units.  It would be helpful to override the current merge toggle to merge-all units with the max / values for the overall sources? 

2
Arun Arunachalam
Forum|Forum|2 months ago
A
Practitioner
Ana GoldenbergSolutions Architect

Canvas and Charts - selecting dataset to persist data is not a good experienceNew

When you want to upload a file into Industrial Canvas, the UI offers a drop down list of all readable datasets, when it should list only the datasets in which the user can write to. It is very frustrating for a user to select one of the hundreds datasets that they can read from, but when it comes to save it fails, since they do not have write access. The same applies to the Charts Calculated TimeSeries. In the other hand, Jupyter Notebook only shows datasets which the user can write to, so it should be used as a good example

1
Jørgen Lund
Forum|Forum|2 months ago
M
Committed
MartinCommitted

Select all button to be present on filterGathering Interest

As a user, I want to efficiently manage my filtered results in the table column by having the ability to narrow down my selections through search. However, when faced with a lengthy list of checkboxes, I desire the convenience of a 'Select All' button. This feature would eliminate the need to individually select each filter, ensuring a smoother and more time-effective user experience

8
L
Forum|Forum|2 months ago

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