tools

Sankey Creation Tools Directory

Sankey and Alluvial Diagram Tools is a new directory page I just added to the growing library Cool Infographics Tools pages. The page has links to many free and paid tools to create your own diagrams. I’ve included online tools, programming code and downloadable apps.

This will be a growing list as more tools become available, so feel free to send me a note if you know of a tool that I should consider adding to the list!





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Law firms are developing their own tools and software to better serve clients

Scott Rechtschaffen suggests law firms interested in building and selling technology products should become more nimble. 

ABA Journal

View Article 




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How should a company intelligently adopt employment-focused artificial intelligence, or AI tools?




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OFCCP Preparing to Scrutinize Federal Contractors’ Use of AI Hiring Tools and Other Technology-based Selection Procedures

On August 24, 2023, the Office of Management and Budget approved a request from the U.S. Department of Labor’s Office of Federal Contract Compliance Programs (OFCCP) to revise the “Itemized Listing” that OFCCP uses to collect information from federal contractors that are selected for supply or service audits. Among the changes that have been approved is a new requirement that audited contractors:




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Labor of Law: Should Employers Be Liable When Their AI Tools Break the Law?

Jim Paretti weighs in on the many legal questions raised by a new law in New York City that will ban employers from using AI tools in hiring unless they're annually audited.

Law.com

View (Subscription required.)




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Colorado’s Landmark AI Legislation Would Create Significant Compliance Burden for Employers Using AI Tools

UPDATE: On May 17, 2024, Colorado Governor Jared Polis signed Senate Bill 24-205 into law, although not without reservations. Governor Polis sent a letter to the members of the Colorado General Assembly encouraging them to reconsider and amend aspects of Senate Bill 24-205 before it takes effect on February 1, 2026.




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SpotOn London 2013 – draft programme: Tools track

This year, Digital Science are sponsoring the Tools track and we’re grateful to them for




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SpotOn London 2013: How are online tools changing science education?

The place we’re in as a society is a crowded field of scattered tools and




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SpotOn London Storify: How are online tools changing science education?

Here is a Storify collecting the online conversations from the “How are online tools changing




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SpotOn London 2014: The Tools within us




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Mind Over Moment: 6 Tools to Build Resilience, Happiness, and Success

Article by Anne Grady Do you often feel like you have spent your whole day chipping away at your to-do list without accomplishing any of the things that are most important to you? You are not alone. As a CEO, mom, wife, volunteer, friend, daughter, and overachiever, I know how that feels. It's like you're on a hamster wheel, never making any progress. You go through the week looking forward to Friday, and then you spend the weekend catching ...




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AI-Based Vision System Inspects Cutting Tools

AI helps automated inspection system detect minute defects despite natural variation in the parts.




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Quality Software: Core Qualities to Build Specialist Software Tools in QC Metrology

We review essential software specifications and cover how those attributes can be leveraged when considering computer-controlled physical product testing equipment in the lab or on the shop floor.




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Platinum Tools Mini OTDR Tester

Platinum Tools® announced the launch of its new PT-OTDR-100 mini OTDR tester. The PT-OTDR-100 is scheduled to ship in October.




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Accurate, Reliable Color Management Starts With Right Tools and Right Partner

Don't cut corners on color-matching tools. Professional equipment has advantages that imitations can't match. Learn more in this article.




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My Favorite of the Seven Basic Quality Tools

This month, I'm honored to speak at the ASQ Columbus (Ohio) Section’s annual conference on the theme "What is in Your Toolbox?" I'll discuss the seven basic quality tools I've extensively used over my 30+ years as a quality professional. Interestingly, unlike with my children, I do have a favorite among these tools.






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Ken Goodrich Presents Second Veterans Tools Award to HVAC Student

Nick Hughes didn't know what career he wanted to pursue when he left the U.S. Navy three years ago. Now, he will soon graduate from the two-year applied science in air conditioning technology program at the College of Southern Nevada (CSN) as the recipient of the Post 9/11 Veterans Tools Award.




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Building Operators Use Array of Indoor Air Quality Tools to Ease Concerns

Building operators want people back, and they’re investing in IAQ upgrades to help ease occupant concerns.




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HVAC Tech Forced to Watch As All His Tools Are Stolen

An HVAC tech was stuck on a roof as a trio of brazen thieves made off with all his tools after kicking over his ladder during a daylight heist.




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The NEWSMakers Podcast: HVAC Contractors and Tools

In the latest episode of The NEWSMakers podcast, Kyle Gargaro, editorial director for The ACHR NEWS, talks to Michael Kane, president of UEi Test Instruments.




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Smart Tools Are Making HVAC Industry Device Driven

Smart tools continue to grow in the HVACR industry, spurring manufacturers to create connected, digital devices that will make work in the field less manual and more automatic.




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Wireless, Feature-Rich Products Top Electronic and Hand Tools

The 8 CFM Vacuum Pump from Fieldpiece Instruments earned its place atop the Electronic and Hand Tools category.




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HVAC Tools Are Getting Smarter

Advancements in technology have brought a lot of opportunity to the tool market, with items like reporting, mobile apps, and wireless data transmission.




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Fieldpiece Puts Techs in the Driver’s Seat With Customizable HVACR Tools

The Fieldpiece booth commanded a lot of attention on the show floor at this year’s AHR Expo in Atlanta. Those who didn’t have time to wait in line to find out why may be wondering, “What was all the rage about?”




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Tools: To Supply or Not to Supply?

While some contractors are willing to equip technicians with the necessary tools, others require workers to purchase their own, which can be yet another burden for someone just starting out in the field.




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Wireless, Connected Tools Surging in Popularity

There’s no doubt the connectivity of mobile devices has made our personal lives more convenient, but now they’re also helping make technicians more efficient, thanks to tool manufacturers developing wireless-enabled devices and test and measurement apps for download.




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Contractors Rank Their Go-to HVAC Tools

We asked our contractor advisory panel to weigh in on their most useful and effective tools used in the field. Here’s what they had to say.




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HVAC Pros Discuss Their Favorite Diagnostic Troubleshooting Tools

HVACR technicians are special individuals. They have the intelligence, aptitude, and knack for problem-solving. In fact, they are expected to know how to diagnose and troubleshoot equipment of all types, sizes, and ages.




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HVAC Tools Are Becoming More Advanced, Leading to Profit Opportunities

Investing in the right tools will save your employees’ time and avoid delaying repairs in the rush of summer.




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Tools Roundup for HVACR Pros: Measure, Carry, Flare, and More

This brief year-end tool review rounds up a handful of items that might make the work a little easier in 2021.




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Tools/Test Instruments: Getting Connected

Contractors are seeking tools that are equipped to handle A2L refrigerants, offer Bluetooth and wireless compatibility, operate efficiently, save the user time, and are safe to utilize.




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SE-Radio Episode 315: Jeroen Janssens on Tools for Data Science

Felienne interviews Jeroen Janssens about data science, examining the basic concepts, as well as the skills and tools needed to be(come) a data scientist.




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SE-Radio Episode 324: Marc Hoffmann on Code Test Coverage Analysis and Tools

What is code coverage, how can you measure it, and what are the pitfalls of this metric? Diomidis Spinellis talks with Marc Hoffmann, a key developer of the JaCoCo code coverage library for Java, on how code test coverage can improve software reliability




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Earthvisionz Launches New Disaster Tracking Tools

Earthvisionz announces the launch of several new visualization tools to help disaster recovery professionals. 




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CreationNetwork.ai Integrates 22+ Tools for Enhanced Digital Engagement

CreationNetwork.ai, a groundbreaking digital platform, today announces its public launch, redefining digital engagement for businesses, content creators, and influencers. As an all-in-one solution for content creation, e-commerce, social media management, and digital marketing, CreationNetwork.ai combines 22+ proprietary AI-powered tools and 29+ platform integrations to deliver the most extensive digital ecosystem available.

Empowering Digital Transformation with 22+ AI-Powered Tools

CreationNetwork.ai’s suite of tools spans every facet of digital engagement, equipping users with powerful AI technologies to streamline operations, engage audiences, and optimize performance. Each tool is meticulously designed to enhance productivity and efficiency, making it easy to create, manage, and analyze content across multiple channels. Key tools include:

  • AI Copywriter: Generates high-quality, unique content for blogs, social media, and business communications.
  • AI Page Maker: Simplifies landing page creation with zero design or coding knowledge.
  • AI Trend Briefs: Provides market insights and trends, positioning users at the forefront of innovation.
  • AI Bot Maker: Creates intelligent chatbots for seamless user interaction and customer support.
  • AI Video Maker: Produces captivating, brand-aligned promotional videos.
  • AI Video Ambassador: Transforms text scripts into spokesperson videos with customizable avatars.
  • AI Voiceovers Studio: Offers lifelike voiceovers in multiple languages and accents.
  • AI SmartVoice Replicator: Clones voices to maintain brand consistency across content.
  • AI Voice Modifier: Enhances voice recordings, elevating audio quality effortlessly.
  • AI SmartTranscriber: Converts audio into text with accuracy, ideal for transcription and subtitles.
  • AI Design Studio: Enables professional-quality graphic creation without design skills.
  • AI BrandMagic: Instantly creates essential brand assets like logos and business cards.
  • AI Banners: Tailors banners for digital platforms and campaigns.
  • Art Academy - Image Genius: Allows text-to-image transformation, animations, and editing with AI.
  • Social Metrics Analytics: Offers detailed insights on social media performance metrics.
  • Social SmartEngagement: Increases engagement through targeted AI-driven insights.
  • Social PublishMaster: Automates social publishing with optimized timing and platform synchronization.
  • Social Listen Monitor: Tracks brand mentions and audience sentiment across social media.
  • Social Automation Optimize: Automates repetitive tasks, improving workflow and engagement.
  • Social CollaborationPro: Fosters team collaboration, managing content creation and approval processes.
  • AI & Automation: Integrates AI-driven insights across content creation, engagement, and analytics.
  • Team-Powered Branding: Amplifies brand messaging through employee advocacy.

Each of these tools is designed to optimize digital engagement, reduce manual workload, and enable users to focus on impactful, strategic actions. CreationNetwork.ai’s suite harnesses the transformative power of AI and blockchain, fostering both creativity and precision.

Comprehensive Integration Network: 29+ Platform Connections for Maximum Reach

One of the most distinguishing features of CreationNetwork.ai is its extensive integration network. With over 29 integrations, users can synchronize their digital activities across major social media, e-commerce, and content platforms, providing centralized management and engagement capabilities.

Social Media Integrations: Facebook, X (Twitter), Instagram, LinkedIn, Pinterest, TikTok, YouTube, WhatsApp, Telegram, Discord, and Snapchat.

E-commerce Integrations: Google Business Profile, Shopify, WooCommerce, Etsy, BigCommerce, Ecwid, and Wix Commerce, supporting online retailers with seamless inventory and order management.

Content Creation Integrations: Canva, Grammarly, Airtable, Zapier, Make, Adobe Express, Unsplash, Giphy, Pexels, Pixabay, and Dropbox allow users to access resources for content creation and file management without leaving the CreationNetwork.ai platform.

This integration network empowers users to manage their brand presence across platforms from a single, unified dashboard, significantly enhancing efficiency and reach.

Community Incentives: CRNT Token Airdrop and ICO Whitelisting

In preparation for its Initial Coin Offering (ICO), CreationNetwork.ai is launching a $750,000 CRNT Token Airdrop to reward early supporters and incentivize participation in the CreationNetwork.ai ecosystem. Qualified participants can secure their position by following CreationNetwork.ai’s social media accounts and completing the whitelist form available on the official website. This initiative highlights CreationNetwork.ai’s commitment to building a strong, engaged community.

CreationNetwork.ai: The Future of Digital Content and Marketing

CreationNetwork.ai is also a comprehensive digital ecosystem for businesses, creators, and marketers. Combining the power of AI and blockchain, CreationNetwork.ai redefines how users manage their digital presence, from crafting content to engaging with audiences across diverse channels. Its suite of tools, extensive integrations, and commitment to community-building make CreationNetwork.ai a leading solution for digital transformation.

“CreationNetwork.ai is built to set a new benchmark in digital engagement,” said Ali Demir, CEO of CreationNetwork.ai. “We’re providing creators and businesses with an all-encompassing solution that combines innovative AI, deep platform integrations, and automation. Our platform is truly one of a kind, empowering users to harness the full potential of digital technology.”

About CreationNetwork.ai

CreationNetwork.ai (https://creationnetwork.ai/) is a leader in AI-driven content creation, social media management, and e-commerce solutions, leveraging blockchain technology to empower its users with advanced digital engagement tools. Through a broad spectrum of AI tools and extensive integrations, CreationNetwork.ai is dedicated to transforming the way brands, businesses, and creators connect with audiences in an ever-evolving digital world.

This article was written by FL Contributors at www.forexlive.com.




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Take your Trading to the Next Level with HFM’s Trading Tools

Leading online global trading provider HFM, a unified brand name of HF Markets Group, is committed to helping traders level up their trading by providing top-notch trading tools and services.

Traders only need to open a live account and complete their registration to give their trading a boost, as they will instantly gain access to free tools that help them learn about the latest developments in the markets, make complex calculations in a few steps, stay updated on currency pair movements and more.

Keep up with market movements

· Exclusive Analysis. Daily market analysis fromHFM’s team of experts, and three free webinars every week for live learning and Q&A.

· Economic Calendar. Track upcoming global economic events and indicators and anticipate how the market will move with HFM’s real-time, customizable Economic Calendar.

· Trader's Board. Get breaking market news, identify the biggest currency movers and gauge market sentiment.

Make complex calculations

· Calculators. A wide range of trading calculators that are free, simple to use and provide instant results for more informed trading decisions.

Enhance your trading platforms

· Premium Trader Tools. These multi-platform tools can be downloaded and installed on MT4/5 as an all-in-one package covering a range of requirements.

· One Click Trading. Place trades with a single click with HFM’s advanced One Click Trading functionality.

Trade and access your account anytime, anywhere

· The HFM App. The financial markets are in the palm of your hand with HFM App!

· myHF Area. Clients can manage their trading accounts, funds and trades with ease via their private myHF area.

Automate your trading

· VPS Hosting. Protect automated strategies and benefit from reduced trade latency with HFM VPS (Virtual Private Server).

· Autochartist Tool. The first MT4/5 market scanner is fully customizable and alerts traders to opportunities as soon as a chart or Fibonacci pattern is identified.

· SMS Service. Stay alert to market changes with the HFM SMS Service, complimentary to clients trading upwards of 5 round turn lots per calendar month.

By using these tools and the others available via the HFM website, traders can enhance their trading and stay up to date with market movements that may affect their trades.

About HFM

Since its founding in 2010, HFM has been a leader in the online trading industry, known for its cutting-edge technology, comprehensive educational resources, and exceptional trading conditions. The Group holds licenses from 7 regulatory bodies and has earned more than 60 prestigious industry awards, demonstrating its commitment to excellence and trader security.

HFM offers traders access to a diverse range of financial instruments, including forex, indices, commodities, bonds, and ETFs. With four tailored account types and three advanced trading platforms—including the proprietary HFM platform—HFM provides a comprehensive suite of tools and resources to meet the needs of traders worldwide.

Additionally, HFM supports traders with features like copy trading and various promotions, enabling them to navigate their trading journey with confidence. Whether through in-person seminars, online webinars, or state-of-the-art trading platforms, HFM continues to provide the resources traders need to engage in today’s fast-paced financial markets.

This article was written by FL Contributors at www.forexlive.com.




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Extending EBS: Choosing the Right Dev Tools

What dev tool is the best choice for extending Oracle E-Business Suite applications into the cloud or mobile? It depends. This panel discussion will help you sort it out.




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DevOps in the Real World: Culture, Tools, Adoption

DevOps is a hot topic, but is that heat driving adoption? Are organizations on the adoption path making headway in the cultural and technological changes necessary for DevOps success? A panel of DevOps experts discusses these and other issues in this freewheeling conversation.

The Panelists
  • Nicole Forsgen, Founder and CEO, DevOps Research and Assessment LLC, Beaverton, OR
  • Leonid Igolnik, Product Development Executive, Startup Mentor and Advisor, Sand Hill Angels, San Francisco Bay Area.
  • Alena Prokharchyk, Principal Software Engineer, Rancher Labs, Cupertino, CA
  • Baruch Sadogursky, Developer Advocate, JFrog, Cupertino, CA
  • Shay Shmeltzer, Director of Product Management, Oracle Cloud Development Tools, Redwood Shores, CA
  • Kelly Shortridge, Product Manager at SecurityScorecard, NYC
Coming Soon
  • Combating Complexity An article in the September 2017 edition of the Atlantic warned of The Coming Software Apocalypse. Oracle's Chris Newcombe was interviewed for that article. In this podcast Chris joins Chris Richardson, Adam Bien, and Lucas Jellema to discuss heading off catastophic software failures.
  • AI Beyond ChatbotsHow is Artificial Intelligence being applied to modern applications? What are the options and capabilities? What patterns are emerging in the application of AI? A panel of experts provides the answers to these and other questions.

 




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Oracle Code Innovate Retools, Embraces Virtual Format to Engage Developers

Jim Grisanzio from Oracle Developer Relations talks with Chip Baber from Oracle Cloud Infrastructure (OCI) about the Oracle Code Innovate Program. The conversation centers around building the cloud community by working directly with developers — that's side by side, hands on coding collaboration — on real cloud projects for active customers.

The program, which started in 2018 with in-person sprints and moved virtual in 2020, uses a flexible Agile framework that spans a week of interactions, such as planning, training, ideation, coding, standups, demos, etc. What’s great about the program is that all sides learn — the customer’s developers get more direct experience coding in OCI, the customer’s executive management gets needed projects initiated that can be evolved to eventual deployment, and Oracle gets valuable engineering feedback that can help improve OCI. Plus, it’s fun. People at all levels who contribute to the project are really passionate about it. Listen in to hear why.  

Video Interview on YouTube
https://youtu.be/_qTnhoZ1vKI 

Article on Oracle News Connect
https://www.oracle.com/news/connect/groundbreakers-podcast-oracle-virtual-code-innovate.html 

Chip Baber, Senior Manager, Code Innovate, Emerging Technology Oracle Cloud
https://www.linkedin.com/in/chipbaber/ 

Contact the Code Innovate Team
codeinnovate_us_grp@oracle.com 

Latest Video Review of the Virtual Code Innovate Program
https://youtu.be/BcNuD8fm62k 

Dozens of Videos on Oracle Code Innovate
https://www.youtube.com/playlist?list=PLPIzp-E1msrZMCfSHbKgLK3KWsNM9JB9a 

Chip Baber's YouTube Tech & Code Channel
https://www.youtube.com/playlist?list=PLsnBif_-5JnA8Hzvp8e1bQ3fo6VEvYEB0 

Jim Grisanzio, Oracle Developer Relations
https://twitter.com/jimgris 
https://www.linkedin.com/in/jimgris/ 
https://developer.oracle.com/team/ 
https://oraclegroundbreakers.libsyn.com/ 

Photos from Live Code Innovate Events: 2018-2019
Oracle and GE Digital Bangalore https://flic.kr/s/aHsmtEb4XB 
Oracle and McAfee Bangalore https://flic.kr/s/aHsmsufTbW 
Oracle and Cisco San Jose https://flic.kr/s/aHsmBpBhVk 
Oracle and Cisco Bangalore https://flic.kr/s/aHsmDKBpPY 




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U4SSC - Re-use of Consumer Goods and Tools Loaning

U4SSC - Re-use of Consumer Goods and Tools Loaning




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U4SSC - Guidelines on tools and mechanisms to finance Smart Sustainable Cities projects

U4SSC - Guidelines on tools and mechanisms to finance Smart Sustainable Cities projects




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[ G.191 (01/19) ] - Software tools for speech and audio coding standardization

Software tools for speech and audio coding standardization




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Most Popular Wireframe tools Small Business Should Consider in 2022

Wireframing is the first and the most crucial step in deciding the fate of an application. The right wireframe can make an excellent app – turning an idea perfectly into an app, while a wrong wireframe can break everything. And to make a wireframe perfect, you need a wireframing tool to solve your design purpose.  […]

The post Most Popular Wireframe tools Small Business Should Consider in 2022 appeared first on Usability Geek




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Shopify stock price is on fire today after an ‘outstanding’ quarter, boosted by AI tools and a bright holiday sales forecast

Shares of Shopify (NYSE: SHOP) are skyrocketing in early-morning trading after the company announced its Q3 2024 results, which beat expectations. As of the time of this writing, SHOP stock is up an impressive 23% to above $110 per share. 

However, Shopify’s stock isn’t on fire only because of its good Q3. There are some other reasons why Shopify is exciting investors this morning. Here’s what to know:

Shopify’s ‘outstanding’ results

Shopify would probably disagree with the statement that the company had a good Q3. As the company’s president, Harley Finkelstein, said in a press release, the results were “outstanding.”

Why was the quarter so outstanding? A big part of it was the company’s Q3 revenue, which came in at $2.16 billion. That represents a whopping 26% year-over-year growth rate from Q3 2023.

As Reuters notes, it even surpassed many analysts’ lofty expectations of $2.11 billion in revenue, leading to the ninth time in a row that the company has beat analyst expectations on sales.

Not only did Shopify beat analyst expectations again, but its 26% revenue growth for this quarter marked “our sixth consecutive quarter of greater than 25% revenue growth excluding logistics,” Shopify CFO Jeff Hoffmeister said.

In a slide deck, Shopify also announced that as of Q3 2024, the company had facilitated $1 trillion in global sales since the platform’s inception and that it now has a 10% share of the U.S. e-commerce market.

Okay, but why did Shopify have such a good Q3?

As also noted by Reuters, Shopify attracted more merchants to its online e-commerce platform this quarter. One of the attractions for the merchants seems to be a new artificial intelligence tool Shopify started rolling out in June called Sidekick.

Sidekick is an artificial intelligence assistant currently in early access for some merchants. Shopify says the AI bot “will act as your very own advisor, guiding you with tailored, skilled advice to make your business stronger.”

It does this by shouldering some of the mundane but necessary tasks that any businessperson needs to do to manage their business. Sidekick can help easily keep track of a merchant’s inventory, generate myriad reports that reveal new insights about your business, and even suggest ways to attract more customers to a storefront.

Sidekick is in addition to another AI tool Shopify offers, this one called Shopify Magic, which helps merchants create product images for their wares, write product descriptions, and even help them generate FAQs for their stores.

These AI tools are making it easier than ever for customers to manage their storefronts, and their availability is clearly a draw for some merchants.

The future looks promising, too

But Shopify’s stock isn’t only surging because the company had a terrific Q3. If anything, investors seem most excited about what the company has predicted will happen next.

Shopify’s current quarter, Q4, is arguably the most important of the year for the company and its merchants. This is the all-important holiday shopping quarter—and Shopify has anounced it has strong hopes for the period.

The key metric that Shopify has forecast is its revenue expectations for Q4, which the company says it expects will “grow at a mid-to-high-twenties percentage rate on a year-over-year basis.”

That’s music to investors’ ears, as it means Shopify expects it may do even better in Q4 than its just-completed outstanding Q3. That revenue growth estimate is also more than the 22.7% revenue growth many analysts were expecting, noted Reuters.

A resurgent stock

Shopify’s stock started 2024 with prices hovering in the high seventies before dropping to the low sixties over the summer. But since the beginning of the fall, SHOP shares have been on an upswing. Today’s 23% surge means SHOP shares are actually up over 38% year-to-date.

However, despite the resurgent stock, SHOP shares are nowhere near their all-time high of above $152 per share. Those highs were achieved in mid- to late-2021 when e-commerce was enjoying a pandemic boom as more people preferred online shopping over brick-and-mortar stores.




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10+ Best Free macOS Screen Recording Tools

Macs have built-in screenshot tools, but for extra features like annotations and scrolling capture, specialized tools are a must. Here are the best free options to enhance your screenshots.

The post 10+ Best Free macOS Screen Recording Tools appeared first on Hongkiat.




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Diablo Automatic Hot Air Welder from Zonda Tools

Zonda Tools has unveiled its Diablo Automatic Hot Air Welder, which runs at 4200 watts and can weld at temperatures up to 1,150 degrees Fahrenheit.




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Editor's Choice: Tech Tools and Storm Response are Top of Mind in 2021

Take a look at the latest entries in the marketplace that will play an important role in the roofing industry going forward with our Editor’s Choice.




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Sealey Tools achieves significant productivity uplift with new voice-enabled solution from Dakota

Founded in 1978, Sealey Tools is well-known nationally and internationally as a leading brand of professional tools and workshop equipment. When the company experienced an unexpected, significant and sustained increase in orders during the Covid pandemic lockdown, its warehouse was under extreme pressure to keep up with such an unprecedented upturn in demand.




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Zebra Technologies adds new deep learning tools to Aurora machine vision software

Zebra Technologies Corporation – the digital solution provider enabling businesses to intelligently connect data, assets and people – has introduced a series of advanced AI features enhancing its Aurora machine vision software to provide deep learning capabilities for complex visual inspection use cases.