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Hi, I just wanted to get some advice on best practice around FX handling when using snapshots.We load our underlying revenue data in local currency and use an FX rate table to convert this to USD. However, it appears that when a snapshot is taken, the USD conversion is locked using the FX rates that are active at that point in time.As a result, when updated FX rates are loaded later, for example FY26 rates, any forecasts that were already snapshotted cannot be recalculated using the new FX table. The snapshot remains fixed to the FX rates present at the time it was taken and cannot be toggled to any FX rates added after the snapshot was created.Any guidance on how others typically handle this scenario would be really helpful. 

Hi,Does anyone know if there is a way to rollback an application to previous version before a certain change was made?

Hi all, I have a strange behavior in some reports: if I collapse a dimension it adds an aggregation.For example I have a report which shows the following list of dimension and only the Months is aggregated inthe columns.In my example the Planning Cycle dimension is not aggregated (which wouldn’t make sense).But if I click on [- FY] to collapse the last columns it automatically activates the Planning Cycle dimension aggregation.The filter is activated automatically:

I’m having an issue restoring an application. I’ve gone through the restoration process but when I open the app I no longer have access to certain key lists:Does it take a while for these to populate or is there another issue with our restoration?

What is the best way to compare two formulas to find differences between them?When updating logic in other systems I typically create a copy of the existing metric. Metric A contains the original logic and Metric B contains the new logic. In order to spot the differences between them, I would create a boolean formatted Metric C with the formula: Metric A < > Metric B. This would return all instances where the logic behaves differently.However this has been a challenge in Pigment due to the way the system handles sparse cells. Am I missing something here? or is there a best-practice for handling these situations?

Hello, I aggregated all the data received from the sales team and it gives me the quantity of bikes to produce for each combination of “Model”, “Colour”, “Fit option” and “Destination”. The combination of those different metrics also lead to 1 unique SKU code. How can I link those unique combination of dimensions to 1 unique SKU  from dimension SKU? Thanks for your help!Ben

I have a P&L that is reported at a local currency.  The department for each line is what controls the currency, and there are over 20 currencies being used.  Reporting needs to be available in Local and four other reporting currencies.  I have a filter to reduce the number of currencies. Currency Filterand a reporting currency dimension, that has currency mapped to it.Reporting CurrencyI’ve been able to convert from local to USD, then from USD to Reporting Currency, but I haven’t been able to go directly from local to reporting without either timing out or having too many blocks to complete the calculation.  Any ideas are welcome, thanks!

Hello, I want to create a table with some KPIs. One of them calculates the number of different suppliers over a period. Transaction list: Invoice (properties: Nb of Invoice (text), Supplier (dim), Month (dim), Cost center (dim) and Value)Dimensions: Supplier, Month, Cost center I used this formula: Invoice.Supplier [BY COUNTUNIQUE: Invoice.supplier, Invoice.Month, Invoice.'Cost center'] It works well if I filter my view by month. But as soon as I select my entier year, it adds everything up (1,002) instead of counting the unique suppliers over the year (100). It's not the MAX function either, which would give me 98 as result. I expect this result:Jan 25    85Feb 25    70Mar 25    86Apr 25    78May 25    77Jun 25    79Jul 25    79Aug 25    98Sep 25    85Oct 25    78Nov 25    98Dec 25    89FY 25    100 Thanks for your

Hi Everybody,We have very detailed bottoms up forecasting for workforce planning, S&M and G&A budgeting but are scoping new ideas to calculate R&D ROI.  How does your team or company think about efficiency and revenue impacts from non direct teams such as Engineering and Product?

Hello,I have a (probably) pretty easy question, but I can't quite figure it out. I have a couple of use cases where I need to allocate a value from a parent dimension (say: month) to the last dimension item of the child dimension (say: week). So in the case below I need to allocate 100 to week 48 2026 from the parent month dimension. I did use a workaround using a ‘last week’ property (1's and 0's) in the week dimension and multiplying by that. But I feel like there should be a better solution available. Can somebody help me out? :-) Thanks!Bas 

Essentially, I want to skip the months of November and December when creating an offset. I’m offsetting the ‘Last Actuals Month’ by 6 to generate a 6 month lookback window and I’m struggling to find a way to get Pigment to recognize and skipover the months of November and December in that window.  Example: If my Last Actuals Month is set to April 25, I would want my output to be August 25 instead of October 25 I got something like this to output: which is almost working but I don’t need Month of Year in the end structure and I can’t just uniformly remove it since in the screenshot, it’s only working properly if I was to remove December for the ‘Workforce’ scenario.  Is there a way I can index a 10-month calendar and use that in the shift instead of a blanket ‘-6’? Has anyone faced an issue li

Hello, I’m trying to calculate YoY % in Pigment. Based on the data in the attached file, the Total YoY % is currently calculated using aggregated values. Is there a way to calculate YoY % at the lowest dimensional level and have the Total reflect that base-level calculation instead of recalculating from aggregated totals? 

There is a workspace with 5 apps , all of the 5 apps are managed by T&D.Ques: For a dimension list namely “customers” in App A1.1 , can anyone please let me know why the “Disconnect Items” button is disabled?Requirement: In App 1.1:  I need to mark some of the lists as disconnected and some as connected

Hello everyone!Adyen is looking for an FP&A Solutions Analyst to join our team in Amsterdam! The FP&A team is expanding this year and already includes an ex- Pigment solution architect and another data analyst which will actively work alongside you.This is a key role at the intersection of finance, data, and systems, and will help us predict the future with confidence. We are scaling our use of the Pigment to raise the bar on data quality, automation, and scalable forecasting across all of Finance functions. About AdyenAdyen provides payments, data, and financial products in a single solution for customers like Meta, Uber, H&M, and Microsoft - making us the financial technology platform of choice. At Adyen, everything we do is engineered for ambition.  What you’ll doOwn Pigment for P&L / Balance Sheet / Cash Flow: b

Hi All! My name is Aastha and I’m a Manager on our FP&A team at Discord! We currently have a new role that just opened up on our team supporting our R&D Org! Given this team's unique position in the company, you will help establish coordination and communication between various teams, such as Engineering, Product Management, Finance and Accounting, and our Talent teams. With these teams, you will drive our planning and forecasting process, ensuring that both are aligned with our longer-term strategic and financial aspirations. In addition, you will gain invaluable experience that offers autonomy, deep interactions with business partners, and the opportunity to impact a rapidly growing business.https://discord.com/jobs/8335879002

Hi,I want to compare the data coming from 2 differents versions (Actual and Budget 2026) and scenarios (Base case and Snapshot 11-12- 2026):1)First version and scenario: Actual - Base case2)Second version and scenario Budget 2026- Snapshot 11-12- 2026How can do it so i can display these 2 columns (1) and 2)) instead of the 4 different columns below ?In addition, how can i compare the 1) and 2) in a calculated item ? Currently i don’t see the option to select a snapshot in a calculated item. Thanks for your help

Hello,For some reason I cannot enter a product idea, so that's why I start this topic as a conversation.It would be nice if there was the option to control the points labels in line charts. Now you can only toggle all the points labels on or off for all datapoints. I would like to have the opportunity to control which points labels I want to see. For example, I only want to see the points labels for line X, but not line Y and Z. Or I only want to see the points labels for the last datapoint instead of all of them. To be able to control the points labels makes the charts more easy on the eyes. Especially when they are presented in a powerpoint.Thanks!

The first time I pulled data from Pigment into Excel, everything worked correctly and the data loaded. However, when I tried to pull the same dataset again using the same filters, I received an error saying: “The view is too big to be displayed.”How can I resolve this issue? 

Hi all, Before Pigment, when we used to run on our planning on spreadsheets, if an investor wanted to see how our model worked, we could make a version of ur planning model spreadsheet, which we could share with them and they could then get one of their analysts to dig down into the spreadsheet modelling to see how it worked for themselves... … but, having fully migrated from spreadsheet modelling to Pigment, what do we do now,?Assuming the investor has no prior knowledge of how Pigment works, we can’t just give them access and tell them to take a look for themselves, like we used to do with spreadsheets. So, I am interested to know, what do people do in this situation? What do you give them to look at to demonstrate the model works? Or is it that they can no longer look for themselves and must rely on guided tours/demo from us, instead?

Hi Community,I’m trying to set up an automation that sends a snapshot of our Headcount by Country MoM metric, and I have two specific requirements: Dynamic Data: the report needs to contain data only for the last closed month.  Format: it needs to be sent in PDF or as an image. External Recipients: I’d this email to go to people who do not have a Pigment license/account. Any guidance on whether this is natively supported would be appreciated!Thanks!Andy

Hi - It would be great to have the ability to publish messages or announcements that are automatically sent to all active internal Pigment users.For example, when actuals are updated, we’d like to notify users so they can log in and review the latest numbers.We have more than 100 users, and today this requires sending multiple Slack messages just to make people aware.Thanks!