A space for news, notes and introductions
Recently active
Want to put a name to some of the faces in this community? We're launching Community Coffee Chats to help you do just that.How it works:Fill out a short sign-up form - it takes about 2 minutes. We'll match you 1:1 with another community member based on shared interests, timezone, FME experience, or upcoming event attendance like Peak 2027. We'll make the introduction and give you a few conversation starters to help get things going. From there, it's up to you both to pick a time that works — grab a virtual coffee for 20–30 minutes, or if you're both heading to Peak, maybe plan to meet up in person!No pressure, just a chance to put a face to some of the people you interact with in the community.To celebrate our first round, we'll randomly select a few participants who complete their Coffee Chat to receive a Starbucks gift card. Sign-ups close Friday, September 18 - you'll hear about your match shortly after.Sign up here!
Safe Software is taking the FME Breakfast of Champions to Dallas!Come join us on Thursday, November 5 from 8:30 AM - 11:30 AM PDT at the Pinnacle Hotel Waterfront.Whether you're a longtime FME power user or just starting to explore what's possible with data, this is the perfect chance to connect with fellow professionals, walk away with practical knowledge, and fuel your morning with a complimentary breakfast! What's in Store:Breakfast & Networking: Kick off the morning by connecting with data professionals in your area and the team behind FME, including CEO and Co-Founder Don Murray. FME Updates: Get the inside scoop on the latest features, helpful tips, and insights to take your FME skills to the next level. Knowledge Sharing: Swap ideas and hear how others are tackling real-world data challenges head-on. Customer Stories: Learn how organizations in your region are leveraging FME to simplify workflows, boost efficiency, and move their business forward. FME Swag: Leave with some e
Welcome to this week's blog spotlight: 8 Organizations Using FME to Turn Real-Time Data Into Action. From flood sensors in New Zealand to wildfire feeds in British Columbia, this one's a tour through eight real deployments where FME moves data fast enough to actually matter.Why This MattersThe blog makes a simple point: when a river is rising or a fire is spreading, the bottleneck usually isn't a lack of data, it's getting that data into a usable shape, in the right coordinate system, validated, and in front of the person who has to decide before the moment passes. FME Flow ingests live data two ways: Streams for high-velocity feeds from brokers like Kafka and MQTT, and Automations for event-driven triggers like webhooks and polling. Every story in the post is really the same pattern underneath: ingest a live feed, clean it, and push it somewhere it can drive a decision.Inside the BlogThe post walks through eight organizations putting that pattern to work in very different settings:Haw
Article originally posted in the August 26th, 2026 edition of What’s Up Wednesday on LinkedIn. Community events like FME Community Bingo are more than just a fun way to pass the time - they're a chance to bring people together and to explore FME in ways that go well beyond the everyday workflow. A Bit of BackstoryOver the years, I had the chance to work closely with Mark Ireland, and that gave me some unique insight into how FME Community events are built. I'd already taken on the challenge of digging through some of his other events, like the 12 Days of FME Balloon Race, so when I was approached about bringing back community bingo, I jumped at the chance.Once again, I found myself piecing together everything he had put together - and honestly, it was a really fun challenge. Mark loved building puzzles for the community, and untangling his workspaces turned into an unintentional puzzle in its own right. Tracking down all the pieces and figuring out how everything was connected taught
Another round of FME Community Bingo has wrapped up! Thank you to everyone who played along with FME Community Bingo this year. You showed up with energy, sharp quiz instincts, and a whole lot of community spirit. Let's dig into the highlights...WinnersFirst Place - $250 Everything Gift Card: @ttejassvi Second Place - $100 Everything Gift Card: @j.joksch Third Place - $100 Everything Gift Card: @geomancer Congrats to our winners. Keep an eye out for a direct message from us about your prizes!Bingo by the Numbers262 players jumped in this year 2,340 squares completed 3,540 draw entries accumulated Top quiz score: 32/34, achieved by 4 players Badges earned: Gold (Full card!): 16 Silver (3+ lines): 30 Bronze (1+ line): 57 What should FME swag look like next?We asked what you'd want to see in the FME swag lineup, and it was a close race at the top: Camping Mug and Tote Bag tied for the lead with 11 votes each.The write-in answers added even more fun ideas, including plush toys, keyc
Welcome to our September FME Community User Spotlight. This month features a participant in the FME Grant Program, with a special focus on the meaningful work he’s doing with FME. We’re excited to highlight their experiences and insights! ⭐User Spotlight: Giorgi Kapanadze | @ezdanapak What company do you currently work for?Business and Technology UniversityWhat's your current job title?Associate ProfessorTell us more about what you do and how you use FME?As an Open Source advocate, I focus on comparing different spatial tools and finding the best tool for the job. I use FME alongside open-source solutions to handle complex data integration, automate workflows, and build seamless bridges between open-source ecosystem tools and proprietary formats.What inspired you to start using FME? I love exploring spatial technologies, especially open-source platforms. What inspired me to use FME was its incredible ability to integrate seamlessly with open tools (like QGIS, PostGIS, and Python) whil
Hi community,I am working on a prototype workbench where I read spatial locations, process data, and write them out to a brand-new layer in ArcGIS Online. My primary goal is to attach local PDF documents (using a file path attribute named path_windows) to these newly created features as they are uploaded.I am using the FeatureWriter (Esri ArcGIS Feature Service) transformer set to Create If Needed / Insert. However, I have hit a roadblock when trying to pass the written records downstream to the ArcGISAttachmentConnector:The individual feature type output port on the FeatureWriter does not exist (or doesn't pass the individual features downstream with the required AGOL metadata). The Summary port outputs a single feature containing the _dataset URL, but it drops the individual spatial features and row-level attributes like path_windows. Because the ArcGISAttachmentConnector requires both the individual feature stream (carrying the generated OBJECTID) and the layer's REST endpoint URL,
Welcome back to Question of the Week! This week we want to know...How did you first get into using FME? Whether it was a college course, a job requirement, or pure curiosity, we want to hear your story! Optional: Share a photo (your first workspace, your team, a throwback picture — anything goes).In case you didn’t know...we're running a BINGO contest this month! 🎉 There are 3 Questions of the Week total (August 10, 17, 24). Answering each one earns you a square on your card, as noted in the post title. Drop your answer below and you're one step closer to BINGO! New to the Question of the Week?Each week, we post a simple but thought-provoking question. It might be about your FME journey, the power of spatial data, FME innovation, or even a little something personal like this one.Every answer you share earns you an entry in our monthly draw for exclusive Safe swag (a $50 value) - plus points toward community badges!🗓️ Answer all of this month's Questions of the Week by August 31st at
Hi everyone! Show us a photo of your summer or winter (depending on what hemisphere you're in!) plans - or a recent trip you've taken. Beach days, mountain getaways, a cozy staycation, a spontaneous weekend trip... whatever adventure you've got, we wanna see it! 📸✨✈️🏖️🏔️In case you didn’t know...we're running a BINGO contest this month! 🎉 There are 3 Questions of the Week total (August 10, 17, 24). Answering each one earns you a square on your card, as noted in the post title. Drop your answer below with a photo and you're one step closer to BINGO! New to the Question of the Week?Each week, we post a simple but thought-provoking question. It might be about your FME journey, the power of spatial data, FME innovation, or even a little something personal like this one.Every answer you share earns you an entry in our monthly draw for exclusive Safe swag (a $50 value) - plus points toward community badges!🗓️ Answer all of this month's Questions of the Week by August 31st at 5:00 PM PDT
FME Community Bingo is back for 2026!From August 10-31, join FME users from across the Community for another round of Bingo — featuring new challenges, community activities, and plenty of chances to win prizes.Complete tasks across the FME Community to fill your Bingo board. Every square you complete earns you an entry into our prize draw, with bonus entries up for grabs along the way!Here’s how it works:Complete challenges across the FME Community (click a square to reveal the task) Earn squares on your Bingo board (red = incomplete, green = complete, blue = community task) Each completed square = 1 entry into the prize draw Earn bonus entries for completing rows or forming the X patternThe more squares you complete, the more chances you have to win!Play to win:First place: $250 Everything Gift Card Second place: $100 gift card Third place: $100 gift card Plus four virtual badge awardsReady to play? Visit the FME Community Bingo page to get started! The contest runs through August 31,
so i have answered bingo question 23 and done an intro. my bingo squares are not complete for those (maybe more yeah QOTW, ). what gives? webinar watcher, join a sig, idea input,
Hi everyone! Where in the world are you working from this week? 🌍 Show us your setup — whether that's HQ, a home office, out in the field, a cozy cafe, or somewhere totally unexpected!We've asked a version of this question before, but with so many new faces in the community since then, we figured it was worth bringing back — plus, who knows, your workspace might look a little different this time around. 👀In case you didn't know...we're running a BINGO contest this month! 🎉 There are 3 Questions of the Week total (August 10, 17, 24). Answering each week's question earns you a square on your card, as noted in the post title.Drop your answer below with a photo and you're one step closer to BINGO!New to the Question of the Week?Each week, we post a simple but thought-provoking question. It might be about your FME journey, the power of spatial data, FME innovation, or even a little something personal like this one.Every answer you share earns you an entry in our monthly draw for exclusiv
Welcome to our May FME Community User Spotlight! Every month, we’ll be spotlighting a user in the community whose active participation and helpful contributions have been invaluable to the community. We’re excited to highlight their experiences and insights!This month’s spotlight is an FME Community Celebrity… User Spotlight: Takashi Iijima @takashi What company do you currently work for? I am a freelancer, not belonging to any company.What’s your current job role and title? FME ConsultantTell us more about what you do and how you use FME? I've been using FME since 2008. At that time, I was working in Pragmatica Inc., which is my own company. It became a partner of Safe Software in 2015. In January 2019, the company joined with Pacific Spatial Solutions Inc. and the company succeeded the position of Safe partner. In the interim, I had been working consistently to spread FME, supporting FME users for about 10 years. But recently, at the end of March 2025, I left the company on good ter
Welcome to this week's blog spotlight: How to Give AI Access to Sensitive Data Without Letting It Leave Your Network. If you've been wondering how to connect AI to your most sensitive systems without handing over the keys, this one is for you!Why This MattersThe blog frames MCP around a simple principle: expose tools, not systems. Rather than giving a model direct access to a database or file share, you give it a defined tool that takes specific parameters and returns structured results — the model never sees what's underneath. For organizations sitting on sensitive data in on-premises databases, CAD/BIM repositories, or geospatial systems, that distinction is what makes AI adoption possible without a compliance nightmare.Inside the BlogThe post covers the full spectrum of keeping data protected while still letting AI act on it. A few highlights:Any FME workspace can become an MCP tool the same way as before. Swap in an MCP writer, publish to FME Flow, register with clear parameters —
Hi FME Community, Mark your calendar: Peak of Data & AI is heading to London! Registration is now live, and we can't wait to see you.Lock in Super Early Bird Pricing starting at just £450, with a group rate of £400 for teams of 8 or more (all tickets must be purchased together in one order to qualify).Can't commit to the full conference? No problem. 1-day passes are back this year, so you can join for just the day that works for you.And for our public sector FME Community users: we're offering 150 free passes on a first-come, first-served basis! Just register using your official government email address to validate your qualification.Register for Super Early Bird PricingFor more information on different pass types, add-ons, and a first look at the high-level conference schedule, please visit our Peak of Data & AI website.If you have any questions or concerns, please don't hesitate to reach out to us at events@safe.com.
Hello,I'm using FME form 2025 and would like my Gmail to send out emails using the Emailer transformer.I've been jumping through multiple hoops but so far I can't get it to work.*EDITThis worked:
I have .prn files which are specific to very niche software. I think the best way to read these into FME is as text files. There are multiple sections of this text_line_data which I want to extract (highlighted in red boxes). The text file also contains a table which i’d like to somehow split into attributes/columns(green section) with the yellow section being a unique ID or each feature. What is the best way to extract this data from multiple text files in this same format? Thanks, Rob
Safe Software is bringing the FME Breakfast of Champions to Sacramento, California!Join us on Thursday, October 15 from 8:30 AM - 11:30 AM PDT at the Hyatt Centric Downtown Sacramento. Whether you're a longtime FME power user or just starting to explore what's possible with data, this is the perfect chance to connect with fellow professionals, walk away with practical knowledge, and fuel your morning with a complimentary breakfast — on us.What's in Store:Breakfast & Networking: Kick off the morning by connecting with data professionals in your area and the team behind FME. FME Updates: Get the inside scoop on the latest features, helpful tips, and insights to take your FME skills to the next level. Knowledge Sharing: Swap ideas and hear how others are tackling real-world data challenges head-on. Customer Stories: Learn how organizations in your region are leveraging FME to simplify workflows, boost efficiency, and move their business forward. FME Swag: Leave with some exclusive FME
Safe Software is heading to London, England for the FME Breakfast of Champions!Join us on Tuesday, September 29 from 8:30 AM - 11:30 AM GMT at the Crowne Plaza London Docklands by IHG. Whether you've been using FME for years or you're just getting started, come connect with fellow data professionals, pick up some practical tips, and enjoy a complimentary breakfast on us.What's in Store:Breakfast & Networking: Kick off the morning by connecting with data professionals in your area and the team behind FME, including CEO and Co-Founder, Don Murray! FME Updates: Get the inside scoop on the latest features, helpful tips, and insights to take your FME skills to the next level. Knowledge Sharing: Swap ideas and hear how others are tackling real-world data challenges head-on. Customer Stories: Learn how organizations in your region are leveraging FME to simplify workflows, boost efficiency, and move their business forward. FME Swag: Leave with some exclusive FME goodies to take home!Grab y
Hi all! Do you have questions about MCP for Real-World Data? This is your chance to ask them—live.Join us for another Ask Me Anything webinar where your questions drive the conversation. Drop your questions in the comments by Monday, August 31, and our team will answer them live!Webinar DetailsWednesday, September 2 from 8:00am–9:00am PDT REGISTER HEREWhat we'll coverMCP's real test isn't clean APIs, it's whether an AI agent can reach the data that's actually hard to work with: geospatial data, legacy formats, data locked behind a firewall. That's what Safe has spent 25+ years solving with FME, and it's where we're taking MCP next.Our experts @donatsafe, @NickAtSafe, @dylan.at.safe & @aaron.hillier are ready for an open Q&A on everything MCP.You'll leave with:A clear answer to what MCP is and why it matters, beyond the hype What it really takes to connect AI agents to complex, protected, and legacy data Practical examples of MCP in cloud, on-premises, and hybrid setups Answ
Happy National Dog Day 🐶At Safe Software, we know data isn’t dry - and today we’re proving it with a little fun! To celebrate, we paired some of our favourite data types with their perfect canine counterpart, based on the personality traits they share.Think: Golden Retriever = Relational Data ➡️ friendly, trusting, and always ready to share! 🐕✨Watch the video here. Then tell us in the comments below: what’s your dog data type? Earn Square 23 in FME Community Bingo!We’re celebrating summer with a fun surprise - FME Community Bingo!From August 11 to August 31, 2025, we’re inviting all FME users to join in on a fun and interactive way to connect with fellow members of the FME Community.Whether you’re answering a question, uploading an image, or participating in a team challenge, each completed task earns you a square on the Bingo board - and every square is a chance to win exciting prizes! Answer this Question of the Week to cross off Square 23 on the Bingo board.
From August 10-31, we're inviting all FME users to join in on a fun and interactive way to connect with fellow members of the FME Community.Whether you're answering a question, uploading an image, or taking on a team challenge, each completed task earns you a square on the Bingo board — and every square is a chance to win exciting prizes!Last year's Bingo was such a hit that we're bringing it back with a fresh board of squares and new challenges to try. Keep an eye on the FME Community announcements for the official launch details.
What’s the funniest (or most unexpected) response you’ve gotten from FME’s AI Assist? Share your answer in the comments below. Maybe you’ve asked it to reply in Shakespearean verse like @mark2atsafe (a description of what Mark’s SlackConnector did in his workspace, as a Shakespeare sonnet):Earn Square 5 in FME Community Bingo!We’re celebrating summer with a fun surprise - FME Community Bingo!From August 11 to August 31, 2025, we’re inviting all FME users to join in on a fun and interactive way to connect with fellow members of the FME Community.Whether you’re answering a question, uploading an image, or participating in a team challenge, each completed task earns you a square on the Bingo board - and every square is a chance to win exciting prizes! Answer this Question of the Week to cross off Square 5 on the Bingo board.
Safe Software is bringing the FME Breakfast of Champions to Barcelona, Spain!Join us on Friday, November 13 from 9:30 AM - 12:30 PM at the TEMBO Barcelona. Whether you're a longtime FME power user or just starting to explore what's possible with data, this is the perfect chance to connect with fellow professionals, walk away with practical knowledge, and fuel your morning with a complimentary breakfast — on us.What's in Store:Build connections with fellow FME users, data enthusiasts, and industry experts to share ideas and exchange knowledge. See how users are solving their data challenges, learn new ways to leverage FME and get inspired on your own data journey. You’ll hear from Kieran O'Donnell, Founder of Ripple. Meet the team behind FME, including CEO and Co-Founder Don Murray and get the latest on FME. Fuel your morning with a delicious breakfast and head home with exclusive FME swag.Grab your spot now.Have dietary restrictions or questions? Drop us an email at community@safe.com.
I have developed an ArcPy script that requires an ArcGIS Pro Advanced license to execute successfully. I would like to run this script through FME Flow as part of an automated workflow. However, I am unsure how ArcGIS licensing works when the script is executed on the FME Flow engine and whether the ArcGIS Pro Advanced license available to me can be leveraged by FME Flow. I need guidance on the required configuration, licensing prerequisites, and the recommended approach for integrating and executing ArcPy scripts within FME Flow.