Integrating Web and Business Data

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This document discusses how to transform raw data into useful business intelligence using FME. It explains that FME makes it easy to connect to various data sources, clean the data, and generate visualizations and reports. Examples of visualizations include geospatial dashboards in QlikMaps and Tableau for analyzing sales performance and infrastructure asset management. The document promotes FME's ability to prepare data for business intelligence applications to help organizations make informed decisions.

Tecnología

Spinning
Web and Business Data
into Gold

The good news:
It’s easier than ever to
collect and store data.
•  Smartphones
•  Web & mobile apps
•  POS systems
•  CRMs
•  SCM
•  Etc.

Step 1: Connect to the data
Transformers
●  HTTPCaller*
●  HTMLExtractor
●  S3 Transformers
●  DropboxConnector
●  OneDriveConnector
●  BoxConnector
●  GoogleDriveConnector
●  AutodeskA360Connector
●  DatabaseJoiner
Database Formats
●  Oracle
●  MS SQL Server
●  PostgreSQL
●  IBM Cloudant
●  Teradata
●  PostGIS
●  SQLite
●  Netezza
Web Formats
●  ArcGISOnline
●  Salesforce
●  Socrata
●  Google Sheets
●  MongoDB
●  Amazon DynamoDB
●  HTML Table Reader
●  IBM dashDB

●  Amazon Web Services
●  OAuth 2.0 (10,000’s of web
services)
●  Good old Token based
●  HTTP Authentication
(Basic, Digest, NTLM)
Web Connections
Connection Support is extensive!
Step 1: Connect to the data

Step 2: Clean it up
Keep the good. Filter out the bad. Clean up the ugly.

Build HTML & PDF Visualizations
StatisticsCalculator
RCaller
AttributePivoter
AttributeManager
Geocoder (new)
ChartGenerator
HTMLReportGenerator
PDFPageFormatter

Story: Mapping Eye Health
University of Oxford
Jasleen Kaur Jolly, MSc
BSc(Hons) MCOptom
On the blog: fme.ly/eyes

Visualizing trial results as 3D PDF
Change in visual area over time
Comparing treated/untreated eyes

Business Intelligence:
Making decisions by turning data
into meaningful information.

Business Intelligence:
Making decisions by turning data
into meaningful information.
Geospatial
^
geospatial
^

Leaders in
Visualization
ü  QlikMaps (new in FME 2017)
ü  Tableau
ü  Microsoft Power BI and
others: Write to a
format supported by
that application
Source: Gartner

QlikMaps
●  By Analytics8, a big data & analytics consulting firm
specializing in business intelligence.
○  Qlik: business intelligence.
○  QlikMaps: geospatial business intelligence.
●  Adds the value of location, spatial features, web map
services, and search functionality to Qlik.

3 Common QlikMaps Use Cases
●  Visualizing and managing sales performance.
●  SLA (service level agreements) compliance.
●  Movement of goods, services, and people.

Challenge: Passenger Flow at
the Airport
●  Track and improve passenger flow.
●  Increase passenger satisfaction.
●  Gain insight into commercial opportunities for
retailers.

Challenge: Visualizing Sales KPIs
●  Visualize by product group + by geographies.
●  Look for regional trends.
●  Cluster by distance.
●  Present location analytics for meaningful insights.

Story: Dashboards for
Infrastructure Asset
Management
Henri Veldhuis
Jurgen van Tiggelen

Tableau Writer
FME Server
for Automation
+
Get the whole story at the

Questions?
●  Tableau resources
safe.com/tableau
●  HTML transformers blog
fme.ly/html
●  FME + web blog
fme.ly/web
●  Data quality checklist
fme.ly/quality
●  FME + QlikMaps tutorial
fme.ly/qlikmaps

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Once in a while, there really is something new under the sun. The rise of cloud-hosted data has fueled innovation in spatial data storage, enabling a brand new serverless architectural approach to spatial data sharing. Join us in our upcoming webinar to learn all about these new ways to organize your data, and leverage data shared by others. Explore the potential of Cloud Native Geospatial Formats in your workflows with FME, as we introduce five new formats: COGs, COPC, FlatGeoBuf, GeoParquet, STAC and ZARR. Learn from industry experts Michelle Roby from Radiant Earth and Chris Holmes from Planet about these cloud-native geospatial data formats and how they can make data easier to manage, share, and analyze. To get us started, they’ll explain the goals of the Cloud-Native Geospatial Foundation and provide overviews of cloud-native technologies including the Cloud-Optimized GeoTIFF (COG), SpatioTemporal Asset Catalogs (STAC), and GeoParquet. Following this, our seasoned FME team will guide you through practical demonstrations, showcasing how to leverage each format to its fullest potential. Learn strategic approaches for seamless integration and transition, along with valuable tips to enhance performance using these formats in FME. Discover how these formats are reshaping geospatial data handling and how you can seamlessly integrate them into your FME workflows and harness the explosion of cloud-hosted data.

Cloud Revolution: Exploring the New Wave of Serverless Spatial Data

Safe Software

Learn where FME meets AI in this upcoming webinar to offer you incredible time savings. This webinar is tailored to ignite imaginations and offer solutions to your data integration challenges. As the new digital era sets sail on the winds of AI, the tangibility of its integration in our daily schema is unfolding. Segment 1, titled “AI: The Good, the Bad and the FME” by Darren Fergus of Locus, navigates through the realms of AI, scrutinizing its pervasive impact while underscoring the symbiotic potential of FME and AI. Join in an engaging demonstration as FME and ChatGPT collaboratively orchestrate a PowerPoint narrative, epitomizing the alliance of AI with human ingenuity. In Segment 2, “Integrating GeoAI Models in FME” by Dennis Wilhelm and Dr. Christopher Britsch of con terra GmbH, the spotlight veers towards operationalizing AI in our daily tasks through FME. A practical approach to embedding GeoAI Models into FME Workspaces is unveiled, showcasing the ease of incorporating AI-driven methodologies into your FME workflows, skyrocketing productivity levels. To follow, Segment 3, "Unleash generative AI on your terms!" by Oliver Morris of Avineon-Tensing. While the prospects of Generative AI are thrilling, security and IT reservations, especially with 'phone home' tools, are genuine concerns. However, with open-source tools, you can locally harness large language models. In this demo, we'll unravel the magic of local AI deployment and its seamless integration into an FME workspace. Bonus! Dmitri will join us for a fourth segment to tie us off, showcasing what he has been up to this week, including using OpenAI API for texturing in FME, amoung other projects. Join us to explore the synergy of FME and AI: opening portals to a realm of revolutionized productivity and enriched user experiences.

Igniting Next Level Productivity with AI-Infused Data Integration Workflows

Safe Software

In the ever-evolving landscape of data management, Zero-ETL is an approach that is reshaping how businesses handle and integrate their data. This webinar explores Zero-ETL, a paradigm shift from the traditional Extract, Transform, Load (ETL) process, offering a more streamlined, efficient, and real-time data integration method. We will begin with an introduction to the concept of Zero-ETL, including how it allows direct access to data in its native environment and real-time data transformation, providing up-to-date information with significantly reduced data redundancy. Next, we'll take you through several demonstrations showing how Zero-ETL can deliver real-time data and enable the free movement of data between systems. We will also discuss the various tools that support all aspects of Zero-ETL, providing attendees with an understanding of how they can adopt this innovative approach in their organizations. Lastly, the session will conclude with an interactive Q&A segment, allowing participants to gain deeper insights into how Zero-ETL can be tailored to their specific business needs and how they can get started today. Join us to discover how Zero-ETL can elevate your organization's data strategy.

The Zero-ETL Approach: Enhancing Data Agility and Insight

Safe Software

Dive deep into the world of CAD-GIS integration with our expert-led webinar. Discover how to seamlessly transfer data between Bentley MicroStation and leading GIS platforms, such as Esri ArcGIS. This session goes beyond mere CAD/GIS conversion, showcasing techniques to precisely transform MicroStation elements including cells, text, lines, and symbology. We’ll walk you through tags versus item types, and understanding how to leverage both. You’ll also learn how to reproject to any coordinate system. Finally, explore cutting-edge automated methods for managing database links, and delve into innovative strategies for enabling self-serve data collection and validation services. Join us to overcome the common hurdles in CAD and GIS integration and enhance the efficiency of your workflows. This session is perfect for professionals, both new to FME and seasoned users, seeking to streamline their processes and leverage the full potential of their CAD and GIS systems.

Mastering MicroStation DGN: How to Integrate CAD and GIS

Safe Software

Dive deep into the world of geospatial data management and transformation in our upcoming webinar focusing on the powerful integration of FME and Esri technologies. This insightful session comprises two compelling segments aimed at enhancing your geospatial workflows, while minimizing operational hurdles. In the first segment, guest speaker Jan Roggisch from Locus unveils how Auckland Council triumphed over the challenges of handling large, frequent data updates on ArcGIS Online using FME. Discover the journey from manual data handling to an automated, streamlined process that reduced server downtime from minutes to seconds: setting a new standard for local government organizations. The second segment, led by James Botterill from 1Spatial, unveils the magic of incorporating ArcPy into your FME workflows. Delve into real-world scenarios where ArcGIS geoprocessing is harmoniously orchestrated within FME using the PythonCaller. Gain insights into raster-vector data conversion, spatial analysis, and a host of practical tips and tricks that empower you to leverage the combined capabilities of FME and Esri for efficient data manipulation and conversion. Join us to explore the remarkable possibilities that open up when FME and Esri technologies converge – enhancing your ability to manage and transform geospatial data with unprecedented efficiency.

Geospatial Synergy: Amplifying Efficiency with FME & Esri

Safe Software

Join us at Safe Software as we unveil the exciting new FME Community platform. Picture yourself entering a vibrant, interconnected world, where every click brings you closer to a fellow FME enthusiast, a new idea, or a solution that could revolutionize your workflow. Since its inception, the FME Community has been a dynamic hub for knowledge sharing, where thousands of users converge to exchange insights, engage in stimulating discussions, and collaboratively solve challenges. Now, envision this community reimagined - retaining the features you know and love, but infused with new, cutting-edge functionalities designed to make your experience even more enriching and effortless. The Community is also planned to soon act as a central hub for all FME community acticity across the web. This webinar is your personal tour through this enhanced FME Community landscape. Whether you're an experienced user familiar with every nook and cranny of the old platform, or you're setting foot in this community for the first time, our webinar will ensure you navigate the new terrain with ease and confidence. Discover how to maximize your engagement, tap into the wealth of resources available, and contribute to the growing tapestry of FME innovation. Join us in celebrating the future of FME collaboration, where your next breakthrough idea, insightful article, or spirited discussion awaits. Don't miss this opportunity to be a part of the evolution of the FME Community!

Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdf

Safe Software

Explore how to best leverage the latest of AI technology in our upcoming webinar, where we delve into advancements and trends in the field since our previous AI webinars in 2023. Join us for a session filled with fresh insights and practical knowledge. We're stitching together the final threads of this presentation as we speak, keeping pace with AI's breakneck speed. Expect a session brimming with the freshest insights, releases and breakthroughs in AI – right up to the minute! A spotlight of this session is set to include Dmitri Bagh’s exploration of innovative AI integrations with FME, ranging from generating 3D features for augmented reality using Dall-E, to enhancing urban planning with orthoimagery completion, and showcasing the power of AI in workspace analysis and geoart creation. Whether you're new to AI or an experienced practitioner, this webinar is tailored to keep you at the forefront of AI innovation. Get ready for a session that is as informative as it is inspiring, equipping you with the tools to excel in the dynamic world of artificial intelligence.

Breaking Barriers & Leveraging the Latest Developments in AI Technology

Safe Software

Navigating the complexities of managing vast enterprise data across multiple systems can be challenging. This webinar is your guide to navigating and simplifying enterprise integration. As a technology leader, you may grapple with legacy systems, shadow IT, and budget constraints. Data and personnel silos often impede technological progress. FME champions integrating superior business systems to bolster your organization's digital strength – efficiently and affordably, using your current team and accessible services. Join us and partner guest speakers from Seamless in an engaging session exploring the essential roles of data and systems in modern enterprises. We'll provide insights on achieving high-quality data management, establishing strong governance, and enabling teams to manage their data effectively. Delve into strategies for ensuring high-quality data and building robust governance structures, with tips and tricks along the way. This webinar features real-life case studies demonstrating success in diverse industries. Learn cutting-edge strategies for data governance and system integration. Don't miss this opportunity to gain valuable insights and best practices for transforming your data governance and system integration processes.

Best Practices to Navigating Data and Application Integration for the Enterpr...

Safe Software

Cloud Revolution: Exploring the New Wave of Serverless Spatial Data

Safe Software

Join us for a future-facing webinar this New Year as we host an exclusive interview with Safe Software’s Co-Founders, Don Murray and Dale Lutz. Delve into a detailed discussion on the transformative trends emerging in the data integration industry and explore how you can leverage FME to gain an advantage in this rapidly evolving world of technology. Discover how these advancements are revolutionizing data solutions, from artificial intelligence (AI) and machine learning to the exciting realm of Augmented Reality (AR) technology. As we all navigate through a complex global landscape impacted by recent events, this webinar will provide a glimpse into the future of data integration, unveiling Safe Software’s innovative solutions in the pipeline and the envisioned industry trajectory for the next decade. Don’t miss this opportunity to gain invaluable insights into the future of data integration and how Safe Software is positioning itself to foster continuous innovation and address the anticipated challenges of the industry.

New Year's Fireside Chat with Safe Software’s Founders

Safe Software

Join us to discover actionable insights for elevating your airport operations. We've partnered with three airports and contractor teams to share real-world FME applications in airport environments: In Segment 1, hear from Hartsfield-Jackson Atlanta International Airport and Axim Geospatial on how FME streamlined the flow of data between their Cityworks Asset Management System and their GIS, enhancing airport staff's experience by reducing manual effort and paperwork duplication. Segment 2 will take you on Philadelphia International Airport’s geospatial roadmap journey, alongside their Spatial Services group, C&S Companies. Discover how FME is integral in bridging data integration gaps between BIM/CAD/GIS and their asset management platform, overcoming previous hurdles and improving data integration efficiency. In the final segment, join Woolpert in the exploration of the ETL processes implemented at Orlando International and Fort Lauderdale International airports, facilitating the smooth flow of data between BIM, GIS, and CAD systems. Learn the importance of data standards from firsthand experience with the development of automation processes. They’ll also share the significant time and cost-saving benefits reaped, and discuss future applications of this technology in data QA/QC tasks. Don’t miss the chance to discover how FME is transforming airport operations, paving the way for enhanced efficiency and reduced operational costs. Register today!

Taking Off with FME: Elevating Airport Operations to New Heights

Safe Software

Join us as we delve into the benefits of developing a Governance strategy for your organization. Learn the requisite knowledge and tools for efficient deployment and management of FME Governance within your own organization. This webinar will feature two guest speaker segments: Segment 1, by Jelle De Zwaef from Nordend & Francis Vanden Bulcke from District09, unravels the Governance journey at the Municipality of Ghent. As FME Flow becomes a cornerstone for business-critical processes in Ghent, discover how a well-orchestrated governance strategy, employing Named Connections, Python Scripts, and user access control among other elements, has facilitated the transition of processes to a production environment. This also strategy ensures swift and accurate deployment of alterations in the FME process. In Segment 2, Théo Drogo & Lesley MacKenzie from Consortech, demonstrate a kickstart into FME Governance with a straightforward self-assessment approach. This segment unveils a proven methodology, cultivated over 20 years, to perform a quick yet thorough assessment of your current FME infrastructure. The discussion, grounded on three foundational pillars—technology, people, and practices, will provide a robust checklist to guide your governance strategy. This method aims to ensure an optimal, secure, and cost-effective FME integration into your IT and business dynamics. Attend and gain a better understanding of how you can use FME to support data and GIS governance, as well as practical tips and techniques for implementing FME within your own organization.

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Safe Software

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Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

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TrustArc

As privacy and data protection regulations evolve rapidly, organizations operating in multiple jurisdictions face mounting challenges to ensure compliance and safeguard customer data. With state-specific privacy laws coming up in multiple states this year, it is essential to understand what their unique data protection regulations will require clearly. How will data privacy evolve in the US in 2024? How to stay compliant? Our panellists will guide you through the intricacies of these states' specific data privacy laws, clarifying complex legal frameworks and compliance requirements. This webinar will review: - The essential aspects of each state's privacy landscape and the latest updates - Common compliance challenges faced by organizations operating in multiple states and best practices to achieve regulatory adherence - Valuable insights into potential changes to existing regulations and prepare your organization for the evolving landscape

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

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Boost PC performance: How more available memory can improve productivity

Principled Technologies

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Integrating Web and Business Data

1. Spinning Web and Business Data into Gold

2. The good news: It’s easier than ever to collect and store data. •  Smartphones •  Web & mobile apps •  POS systems •  CRMs •  SCM •  Etc.

3. The bad news: This data must be tamed!

4. Turning Frogs into Princes

5. Step 1: Connect to the data Transformers ●  HTTPCaller* ●  HTMLExtractor ●  S3 Transformers ●  DropboxConnector ●  OneDriveConnector ●  BoxConnector ●  GoogleDriveConnector ●  AutodeskA360Connector ●  DatabaseJoiner Database Formats ●  Oracle ●  MS SQL Server ●  PostgreSQL ●  IBM Cloudant ●  Teradata ●  PostGIS ●  SQLite ●  Netezza Web Formats ●  ArcGISOnline ●  Salesforce ●  Socrata ●  Google Sheets ●  MongoDB ●  Amazon DynamoDB ●  HTML Table Reader ●  IBM dashDB

6. ●  Amazon Web Services ●  OAuth 2.0 (10,000’s of web services) ●  Good old Token based ●  HTTP Authentication (Basic, Digest, NTLM) Web Connections Connection Support is extensive! Step 1: Connect to the data

7. Step 2: Clean it up Keep the good. Filter out the bad. Clean up the ugly.

8. Step 3: Make it presentable

9. Build HTML & PDF Visualizations StatisticsCalculator RCaller AttributePivoter AttributeManager Geocoder (new) ChartGenerator HTMLReportGenerator PDFPageFormatter

10. Story: Mapping Eye Health University of Oxford Jasleen Kaur Jolly, MSc BSc(Hons) MCOptom On the blog: fme.ly/eyes

11. Visualization Created with FME

12. Data Analysis with FME

13. Visualizing trial results as 3D PDF Change in visual area over time Comparing treated/untreated eyes

14. Visualization Sorcery

15. Business Intelligence: Making decisions by turning data into meaningful information.

16. Business Intelligence: Making decisions by turning data into meaningful information. Geospatial ^ geospatial ^

17. Leaders in Visualization ü  QlikMaps (new in FME 2017) ü  Tableau ü  Microsoft Power BI and others: Write to a format supported by that application Source: Gartner

18. Built-in Visualization Apps

19. FME does the Data Preparation

20. QlikMaps ●  By Analytics8, a big data & analytics consulting firm specializing in business intelligence. ○  Qlik: business intelligence. ○  QlikMaps: geospatial business intelligence. ●  Adds the value of location, spatial features, web map services, and search functionality to Qlik.

21. 3 Common QlikMaps Use Cases ●  Visualizing and managing sales performance. ●  SLA (service level agreements) compliance. ●  Movement of goods, services, and people.

22. Challenge: Passenger Flow at the Airport ●  Track and improve passenger flow. ●  Increase passenger satisfaction. ●  Gain insight into commercial opportunities for retailers.

23. QlikMaps for Indoor Mapping

24. QlikMaps for Indoor Mapping

25. Challenge: Visualizing Sales KPIs ●  Visualize by product group + by geographies. ●  Look for regional trends. ●  Cluster by distance. ●  Present location analytics for meaningful insights.

26. QlikMaps for Sales KPIs

27. QlikMaps for Sales KPIs

28. Story: Dashboards for Infrastructure Asset Management Henri Veldhuis Jurgen van Tiggelen

29. Data Preparation

30. Dashboard to help prioritize road work

31. Tableau Writer FME Server for Automation + Get the whole story at the

32. Questions? ●  Tableau resources safe.com/tableau ●  HTML transformers blog fme.ly/html ●  FME + web blog fme.ly/web ●  Data quality checklist fme.ly/quality ●  FME + QlikMaps tutorial fme.ly/qlikmaps

Integrating Web and Business Data

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