Getting Started with Enterprise Integration in Automations
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The document outlines the importance of enterprise integration and the role of FME as a no-code platform capable of connecting and automating workflows across diverse applications and services. It introduces enterprise integration patterns as solutions to common challenges, providing proven methodologies for improving data and application connectivity. The content also highlights various automation capabilities within FME, enabling organizations to enhance their operational efficiency and maximize the value of their IT investments.
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Why aren't you using FME Flow's CPU Time?
Why aren't you using FME Flow's CPU Time?Safe Software CPU Time/CPU Usage/Dynamic Engines...it's known by a few names and is under-utilized by the FME community, but is a valuable licensing option in FME Flow. Instead of buying a fixed engine license, you can buy time that an engine or multiple engines can run. This can have a cost benefit to your organization, but it also allows you to cater to a range of scenarios that a fixed engine can't. So lets quickly look at some of those advantages this addition can bring.
Unlocking FME Flow’s Potential: Architecture Design for Modern Enterprises
Unlocking FME Flow’s Potential: Architecture Design for Modern EnterprisesSafe Software What does it take to transform FME Flow from a powerful ETL tool into a robust enterprise platform? This session dives into the critical architectural decisions that can make or break your FME Flow deployment, whether it’s your first implementation or a major scaling effort. We’ll explore the key choices for designing an FME Flow architecture that fits your IT landscape, integrates smoothly, ensures security, flexibility, and supports future growth. We'll also address practical questions like: should it be fault-tolerant? Is a single server enough, or do you need a distributed setup? What about infrastructure—cloud, on-premises, or hybrid? And for engines, should they be remote or distributed? These are the kinds of decisions that impact how well FME Flow will perform, how much it’ll cost, and how easy it’ll be to keep running smoothly. In the second half, we’ll bring theory into focus with real-world architecture examples, from smaller setups seeking cost-effective automation to mission-critical environments that require high availability and seamless integration with other enterprise tools. Whether you're new to FME or a seasoned expert, this session offers actionable insights to bridge strategic planning with practical outcomes.
Simplify Your FME Flow Setup: Fault-Tolerant Deployment Made Easy with Packer...
Simplify Your FME Flow Setup: Fault-Tolerant Deployment Made Easy with Packer...Safe Software Deploying a fault tolerant FME Flow on Windows is difficult and time consuming. There are multiple components that all have to be installed in the correct way, and a shared disk that needs to be set up and mounted on all machines with the right permissions. We have simplified all of this with our Infrastructure as Code templates which users can use to create their own FME images in the cloud, and deploy using our Terraform templates. Using Packer and Terraform, this complicated deployment becomes something that is much simpler. It can also be automated using pipelines. It is also much more easily reproducible which allows for easily deployment into a staging environment as well as a production environment. This also helps for upgrades where a new version of FME can be deployed into a staging environment and tested before moving it into a production environment without the headache of all the manual steps needed to create a distributed deployment of FME Flow. This talk will walk the audience through what the IaC templates are, and have a demo of using them to deploy a Distributed Fault Tolerant FME Flow using Packer and Terraform in AWS. The idea is that this can show the audience how this complicated deployment can be made much simpler.
Navigating FME Migrations: The Essentials Before, During, and After
Navigating FME Migrations: The Essentials Before, During, and AfterSafe Software "What does it take to pull off a successful FME migration? It’s definitely more than just clicking “next, next, next.” A migration is about careful planning, knowing the steps, and looking out for the little things that could trip you up. In this session, we’ll share Consortech’s roadmap for getting migrations right from start to finish. We’ll walk through each stage: setting up a clear plan, defining who’s responsible for what, checking compatibility, and taking a fresh look at existing workflows. A migration is a perfect time to clean up, rethink old habits, and make sure your processes actually meet today’s needs. It’s a chance to reduce technical debt and make sure you’re not just moving forward, but moving smarter. We’ll also cover the essentials—like QA, documentation, and onboarding—to make sure everything’s running smoothly and everyone’s ready to make the most of the update. We’ll talk about some common challenges, like handling in-place upgrades or keeping things compatible with systems like ArcGIS. And finally, we’ll look to the future: new tools and DevOps-inspired practices are making migrations easier and more flexible than ever. Whether you’re new to FME or have been at it for years, join us to see how Consortech makes migrations a chance to reset, refocus, and build a stronger foundation for the future.
How we use SonarQube to check the quality of our FME Workspaces and Code
How we use SonarQube to check the quality of our FME Workspaces and CodeSafe Software FME is serious code... and should be treated as such! In this presentation, we'll show you how INSER has set up internal tools to validate our developments with SonarQube. We'll also look at our proposals for further improving the quality of our developments in the future.
From Swamps to Data Lakes: Slowly Changing Dimensions (SCD) with FME
From Swamps to Data Lakes: Slowly Changing Dimensions (SCD) with FMESafe Software In fast-changing environments, retaining historical accuracy is crucial but often overlooked. How do you ensure reliable, consistent reporting in a dynamic data landscape? This session is designed for data professionals looking to maintain historical accuracy and improve the efficiency of data lake management. When you want to replicate previous reports or analysis as it ran at a specific time or day in the past, a typical database or data lake may have changed over time, and your old queries and analyses break. When using Slowly Changing Dimensions on your data lake, you have a way to preserve the evolving nature of your schema and account for historical records/truths. By adding three columns that log the timestamp of a record and never deleting a column, you can replicate your analysis at any time in the past. With FME, we build up this history and have a special trick using hashing to check which records and schemas have changed efficiently! This presentation will teach you about the data lake medallion approach combined with Slowly Changing Dimensions and how we can speed up the insertion and updating of new records using widely available hashing techniques in FME.
This session will equip you with the knowledge to transform your data swamp into a robust and beautiful data lake, ready to handle historical analyses with ease. Let FME be your guide in making your data lake future-proof!
FME Flow: Secure and Clean by Todd Davis
FME Flow: Secure and Clean by Todd DavisSafe Software FME Flow is a very powerful application, that allows users to achieve amazing outcomes. But are you looking after the FME Flow environment so that processes don't just break, that you aren't giving permission to users/public that can be exploited, that deleting something doesn't have a much bigger implication than you expected and that your environment is 'clean'. In this presentation, we will look at dependencies, risks for security, keeping FME Flow clean and a look out how that can be all managed.
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From Field to Digital Twin: Leveraging FME for Efficient Data Ingestion in Di...Safe Software Effective disaster recovery and damage mitigation require the ability to rapidly identify sensitive and vulnerable environmental elements. In crisis scenarios, swift and informed decision-making is paramount to minimizing impacts and protecting resources. This showcase highlights the implementation of FME as a critical data orchestration platform, enabling the seamless integration, organization, and processing of information gathered via a mobile web app during emergency phases. By delivering processed data to the digital twin in near-real-time, FME ensures that decision-makers have access to up-to-date, actionable insights precisely when they are needed most. This approach significantly enhances the speed and effectiveness of response strategies, ultimately improving outcomes in emergency management and environmental protection.
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Breaking Language Barriers in FME Workspaces with AI
Breaking Language Barriers in FME Workspaces with AISafe Software Working at Tensing I get the opportunity to collaborate with some amazing colleagues in The Netherlands and France. They shared with me a range of impressive Workspaces which I needed to adapt for projects I am working on in the UK. Unfortunately, my Dutch and French language skills aren't quite up to scratch. That's when I thought there must be a way to use FME to translate the bookmarks and annotations in the workspaces so I could understand what each part of the process was doing. This presentation will focus on the use of FME and Generative AI able to create a solution to successfully translate bookmarks and annotations in a workflow. Leveraging the unique capabilities of the FME Platform to read in existing workspaces and make requests to AI to translate workspace components. I’ll explore the choices that were made along the way, providing an insight into the workflows and processes involved. Hopefully inspiring you to think outside the box of fun and innovative ways you might be able to use FME and AI in your daily tasks.
Operational Efficiency Through Intelligent Robotic Process Automation
Operational Efficiency Through Intelligent Robotic Process AutomationSafe Software Northern Ireland Water's Intelligent Operations Centre and integration of Robotic Process Automation (RPA) have revolutionized their workflows. By addressing critical operational challenges with automation, they have not only improved response times but also significantly reduced manual workloads, allowing their workforce to focus on value-added activities. The success of these initiatives has laid a solid foundation for further automation and digital transformation in the future.
Tackling Memory Challenges in FME When Working with Large OpenStreetMap Datasets
Tackling Memory Challenges in FME When Working with Large OpenStreetMap DatasetsSafe Software OpenStreetMap (OSM) is an open geographic database widely used in all kinds of tools and applications. Given the open-source nature of OSM, it contains an extensive range of information and geometries. However, it’s not feasible to use this data as-is unless you transform it to the data schema the client has in mind. This way we can create a customized dataset that can be downloaded by end users. In this project, we use FME for the conversion of the raw OSM data to a dataset that will be used as the foundational layer for specialized maps, such as walking or cycling maps. In a first step, we need to download OSM data. In this case we use Geofabrik, a trusted source for OSM extracts. This raw data, covering five European countries, needs mapping and filtering to meet the specific project requirements. Due to the large size of the dataset, memory limitations in FME pose significant challenges, leading to performance issues (e.g. crashes). A key part of the presentation focuses on these challenges and practical strategies for optimizing FME workflows to prevent memory overload, including methods for chunking data, reducing memory usage with specific transformers, and so on. Finally, I will introduce a FME flow app that enables users to easily download specific bounding boxes of cleaned and processed OSM data. By the end of this session, attendees will gain valuable insights into working with OSM data, handling memory limitations and creating easy interfaces for users.
Automating ArcGIS Content Discovery with FME
Automating ArcGIS Content Discovery with FMESafe Software Managing ArcGIS Enterprise can be overwhelming, not just due to the vast content that accumulates within an organization, but also because of the intricate web of connections between them. Backed by input from ArcGIS users and first-hand experience with this problem, I have developed a single-page application powered by FME to streamline this task. All with no additional infrastructure! This app serves as a centralized catalog that organizes all elements of an ArcGIS implementation in an intuitive, easy-to-navigate dashboard. Deployed via an FME Flow Project, it requires minimal setup and uses the ArcGIS REST API to automatically discover and map relationships between content, users, and groups. FME transforms repetitive tasks into efficient, automated workflows that wouldn’t be feasible otherwise. A key feature of the app is its one-click reporting, enabled by FME Flow webhooks, which generates instant, visual summaries. This project integrates ArcGIS REST API, images, JSON, HTML, and D3 for a robust and user-friendly content management solution. This presentation will showcase FME’s role in automating content discovery and managing relationships within ArcGIS. A live demo will highlight how this solution reduces human error, saves hundreds of hours and demonstrates the ease of deployment via FME Flow Projects. Already in use by several clients, this application empowers organizations, helping them save time and money and maximize their investment in FME and ArcGIS.
Smarter Aviation Data Management: Lessons from Swedavia Airports and Sweco
Smarter Aviation Data Management: Lessons from Swedavia Airports and SwecoSafe Software Managing airport and airspace data is no small task, especially when you’re expected to deliver it in AIXM format without spending a fortune on specialized tools. But what if there was a smarter, more affordable way?
Join us for a behind-the-scenes look at how Sweco partnered with Swedavia, the Swedish airport operator, to solve this challenge using FME and Esri.
Learn how they built automated workflows to manage periodic updates, merge airspace data, and support data extracts – all while meeting strict government reporting requirements to the Civil Aviation Administration of Sweden.
Even better? Swedavia built custom services and applications that use the FME Flow REST API to trigger jobs and retrieve results – streamlining tasks like securing the quality of new surveyor data, creating permdelta and baseline representations in the AIS schema, and generating AIXM extracts from their AIS data.
To conclude, FME expert Dean Hintz will walk through a GeoBorders reading workflow and highlight recent enhancements to FME’s AIXM (Aeronautical Information Exchange Model) processing and interpretation capabilities.
Discover how airports like Swedavia are harnessing the power of FME to simplify aviation data management, and how you can too.
Leveraging FME for Enhanced Decision Making in Offshore Operations
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9-1-1 Addressing: End-to-End Automation Using FMESafe Software This session will cover a common use case for local and state/provincial governments who create and/or maintain their 9-1-1 addressing data, particularly address points and road centerlines. In this session, you'll learn how FME has helped Shelby County 9-1-1 (TN) automate the 9-1-1 addressing process; including automatically assigning attributes from disparate sources, on-the-fly QAQC of said data, and reporting. The FME logic that this presentation will cover includes: Table joins using attributes and geometry, Looping in custom transformers, Working with lists and Change detection.
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- 1. Getting Started with Enterprise Integration in Automations
- 2. Don Murray Co-Founder Jen Luther Thomas FME Cloud Technology Expert Presenters
- 3. Agenda ● Intro to Enterprise Integration and Enterprise Integration Patterns ● How the FME Platform supports Enterprise Integration ● 4 Demos to get you started
- 4. What do users expect today from their Enterprise Applications?
- 5. Enterprise Applications Applications don’t live in isolation. Users expect access to all functions regardless of which applications or services provides them.
- 6. What is Enterprise Integration?
- 7. Enterprise Integration Enterprise Integration is about connecting data, applications, services and devices from your organization together to enhance efficiency. In short - getting more value from your IT investments.
- 8. What are Enterprise Integrations Patterns?
- 9. Enterprise integration is complex and can’t be solved with a simple ‘cookbook’ approach. There are challenges that come up again and again across projects and organizations. These challenges and their repeatable solutions are called patterns. - Gregor Hohpe/Bobby Woolf
- 10. Enterprise Integration Patterns Enterprise Integration Patterns - a common vocabulary and knowledge for designing integration solutions. Each pattern is a proven solution to a recurring problem.
- 11. Example Problem: When my system receives a message with multiple items, I need to split it up into small individual messages Solution: I need to use the Splitter pattern
- 12. How are Enterprise Integration Patterns Used? When looking at enterprise integration we strive to identify and harvest the patterns that are within the integration challenge. Patterns provide guidance for solving problems with accepted solutions.
- 13. How are Enterprise Integration Patterns built? To achieve Enterprise Integration architects need: The FME Platform is one of many Enterprise Integration tools available on the market, but remains to be one of the only no-code options. Messaging Technology (ex. JMS, SOAP, MSMQ, etc.) + An Enterprise Integration Tool
- 14. Years of solving data challenges 25+ 10,000+ Organizations trusting us worldwide Partners supporting our network 150+ 128 Countries with FME customers Safe Software Company Profile www.safe.com
- 15. Our Mission To help you maximize the value of data and applications.
- 16. Get a free trial of FME Desktop and FME Server at safe.com FME® Integration Platform Connect. Transform. Automate. FME Desktop FME Server FME Cloud Build & Run Data Workflows Automate Data Workflows Hosted FME Server
- 17. Spatial Data is Becoming Critical for the Enterprise FME supports spatial data better than any other Enterprise Integration tool
- 18. Connect Data, Applications, and Services Transform Your Data Automate Your Workflows With FME, you can:
- 19. Connect Data, Applications & Services CAD GIS FME release by year NumberofsupportedformatsinFME 1995 10500100300 20202015201020052000 TABULAR DATABASE RASTER POINT CLOUD BIM 3D WEB XML CLOUD BIG DATA IOT BI AR / VR AI / ML INDOOR MAPPING GAMING
- 20. Poll: What is your experience with FME?
- 21. How the FME Platform supports Enterprise Integration Patterns
- 22. FME Server Automations is all about Enterprise Integration It helps connect applications across the enterprise.
- 24. FME 2020 Delivers Enterprise Integration Enterprise Integration Patterns made easy with Automations: ● Content-Based Routing ● Dynamic Routing ● Scatter Gather ● Content Enricher ● Message Filter ● Splitter ● Process Manager and many, many more!
- 25. Getting Started with Workspace Orchestration
- 26. Poll: What is your experience with FME Server Automations?
- 28. Demo 1 - Introducing Automations FME Server Automations is all about Enterprise Integration So how do we build Automations?
- 29. FME Automations Components Triggers Listen for and receive messages from external clients or from within FME Server. Internal Actions Process messages between triggers and external actions, either in an FME Workspace or through another tool. External Actions Send messages to external clients or inside FME Server.
- 30. Demo 2 - Simple Looping Looping can be enabled on any action node. Warning: Enabling loops in Automations is an advanced feature. Care must be taken to avoid the creation of an infinite loop which could overload your server’s engines.
- 31. Demo 2 - Simple Looping Looping can be enabled on any action node. Warning: Enabling loops in Automations is an advanced feature. Care must be taken to avoid the creation of an infinite loop which could overload your server’s engines.
- 32. Connect Workspaces to Automations
- 33. FME Server Automation Writer The key to enterprise integration is connecting the world of data to the world of application messages.
- 34. Step 1: Add an FME Server Automations Writer(s) to a workspace in FME Desktop Step 2: Upload the workspace to FME Server and Feature Types will appear as ports in Automations
- 35. Dynamic Workspace Execution ● Data driven workspace execution - Workspace to run is identified at run-time based on data being processed ● Unrivalled flexibility - Extend automation capabilities easily ● Enhanced Enterprise Pattern support ● Simpler smaller Automations AUTOMATIONS in FME 2020.1
- 36. The Next Level: Enterprise Integration
- 38. Demo 3 - Data Driven Parallel Workflow Item Name Manufacturer Quantity Price Macbook Pro Apple 1 $3,299.00 iPad Apple 1 $879.00 Stormtrooper Retro Collection Hasbro 1 $24.99 Battlestar Galactica Mattel 1 $37.49 The Frame 75LS03T Samsung 1 $3,699.99 INVOICE Total: $7,940.47 CAD
- 39. Demo 3 - Data Driven Parallel Workflow
- 40. Demo 3 - Data Driven Parallel Workflow
- 41. NEW Dynamic Workspace Workspace to run is specified as parameter at run-time. Workspace Interface must identical for all workspaces that are run: ● Same input parameters ● Same output tables if using automations writer. { {
- 42. Demo 3 - Data Driven Parallel Workflow Processing Decomposable Data: We will use the invoice as an example The Automation will easily “split” the invoice into individual line items so they can be processed in parallel.
- 43. Demo 4 - Data Driven Sequential Workflow
- 44. Demo 4 - Data Driven Sequential Workflow Process Manager pattern specifies a dynamic series of processing steps. Sequence of steps is linear. Sequence of steps is dependent on data.
- 45. Demo 4 - Important Detail When a workspace is downstream of more than 1 workspace 1. Create common output user keys for each upstream node. 2. Select the user keys as the input for the downstream node.
- 46. Summary ● Enterprise Integration Patterns are the foundation of a connected enterprise ● FME is one of the only no-code Enterprise Integration options on the market ● Future-proof your investment by selecting a tool that supports a wide range of formats & applications, including spatial
- 47. FME Delivers Unmatched ROI Spatial Included Spatial data is ever growing in importance. With FME your organization has unprecedented access to both traditional and spatial systems. Save Valuable Staff’s Time FME allows organizations to automate hours of manual tasks which frees staff to work on higher value tasks. Future Proofed With three major releases included in AM & Subscriptions, your organization will always have access to the latest FME technology. Industry Leading Support From Live Chat to a thriving community, Safe Software is always available to assist you.
- 48. Licensing Options Enterprise Subscription Perpetual License ● Includes permanent license + annual maintenance ● Designed for smaller deployments Cloud Deployment ● Subscription program ● Ideal for cross-department deployments ● Unlock enterprise automation without the hassle of hardware ● Flexible pricing options including hourly and annual subscription More info: safe.com/pricing
- 49. Thank you! Get a 60-day free trial of FME Server or $250 in FME Cloud credit at safe.com