Best Password Manager Canada: Top 10 for September 2022  Business 2 Community
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White House to tech world: Promise you’ll write secure code – or Feds won’t use it  The Register
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Major players in the enterprise collaboration market are IBM, Google, Cisco Systems, Microsoft, Adobe Inc, Facebook, Salesforce, Vmware, Jive Software, Slack, Mitel, SAP, Zoho, Kaltura, Bynder, GlobalLogic, Whaller, Chanty, Axero, and Jalios.
New York, Sept. 12, 2022 (GLOBE NEWSWIRE) — Reportlinker.com announces the release of the report “Enterprise Collaboration Global Market Report 2022” – https://www.reportlinker.com/p06319236/?utm_source=GNW

The global enterprise collaboration market is expected to grow from $41.66 billion in 2021 to $46.91 billion in 2022 at a compound annual growth rate (CAGR) of 12.60%. The market is expected to reach $73.52 billion in 2026 at a CAGR of 11.89%.

The enterprise collaboration market consists of sales of enterprise collaboration by entities (organizations, sole traders, and partnerships) that refers to internal and external information system tools that collect, share and store information between users. It includes using a collaboration stage, communication instruments, company intranet, file sharing tools, cloud storage, video-conferencing, and whiteboards to interact and communicate across and beyond the work environment.

The main types of enterprise collaboration include internal and external enterprise collaboration solutions.Internal enterprise collaboration refers to the digital workspace to share knowledge and expertise internally across the organization.

They are deployed in small and medium enterprise on-premise or through a cloud platform. Both enterprise collaboration solutions and services are used in information technology (IT) & telecommunication, government, energy & utilities, banking, financial services & insurance (BFSI), manufacturing, retail & consumer goods, healthcare, and travel & hospitality industries.

North America was the largest region in the enterprise collaboration market in 2021.Asia-Pacific is expected to be the fastest-growing region in the forecast period.

The regions covered in the enterprise collaboration market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The enterprise collaboration market research report is one of a series of new reports that provides enterprise collaboration market statistics, including enterprise collaboration industry global market size, regional shares, competitors with a enterprise collaboration market share, detailed enterprise collaboration market segments, market trends and opportunities, and any further data you may need to thrive in the enterprise collaboration industry. This enterprise collaboration market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The increased collaboration and communication across multiple geographies is expected to propel enterprise collaboration.Large organizations’ success is frequently dependent on their employees’ ability to collaborate across time and distance.

Greater collaboration boosts productivity, improves innovation, and shortens the cycle time.Numerous IT tools facilitate enterprise collaboration, such as file sharing, instant messaging, cloud storage, whiteboard, and other IT tools.

These tools frequently have overlapping functionality and differing standards on a company’s IT organization and infrastructure.For instance, during covid-19, there was an increase in the use of collaborative software as companies adopted the hybrid and work-from-home working styles.

According to a survey conducted by Gartner, a US-based Management consulting company revealed that, In August 2021, workers’ use of collaboration tools has increased by 44% since 2019. Therefore, the increased collaboration across multiple geographies is expected to boost demand for enterprise collaboration tools during the forecast period.

Technological advancement is a key trend gaining popularity in the enterprise collaboration market.The growing demand for AI and the increasing integration of enterprise collaboration solutions with cloud and mobile technologies to streamline business operations is projected to open up possibilities for the enterprise collaboration market to expand.

For instance, In May 2020, IBM Technologies, a US-based technology company, introduced IBM Watson AIOps, which uses artificial intelligence to run enterprise applications reliably and streamlines the detection, diagnosis, and response to IT inconsistencies in real-time. The chief information officers (CIOs) can use IBM Watson AIOps to automate various aspects of IT development, infrastructure, and operations.

In November 2020, Adobe Inc, a US-based provider of software solutions, acquired Workfront for $1.5 Billion. With this acquisition, Adobe Experience Cloud and Workfront focused on developing tools to improve marketing teams’ efficiency, collaboration, and efficiency, which are currently constrained due to decentralized and soiled work management solutions. Workfront is a US-based software company that creates web-based work management and project management software that features enterprise work management, issue tracking, document management, time tracking, and portfolio management.

The countries covered in the enterprise collaboration market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, and USA.
Read the full report: https://www.reportlinker.com/p06319236/?utm_source=GNW

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ReportLinker is an award-winning market research solution. Reportlinker finds and organizes the latest industry data so you get all the market research you need – instantly, in one place.

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(Bloomberg) — Tuesday’s brutal selloff in the aftermath of August’s hotter-than-expected inflation print looked like opportunity to Cathie Wood’s Ark Investment Management. Most Read from BloombergTerra Co-Founder Do Kwon Faces Arrest Warrant in South KoreaUS Inflation Tops Forecasts, Cementing Odds of Big Fed HikeStocks Rise as Dip Buyers Win Tug of War Over Fed: Markets WrapXi Returns to World Stage With Putin to Counter US DominanceUgly Selloff Pushes Stocks Down Most Since 2020: Markets Wra
Desperate times call for desperate measures, and this might be just such a time: Persistently high inflation might force the Federal Reserve to resort to the biggest increase in a key U.S. interest rate in more than 40 years.
In a world where the stock market is unpredictable and interest rates are rising, many investors are looking for someplace to put their money that is as close to risk-free as possible – even if it means forgoing the chance … Continue reading → The post How to Buy More than $10,000 in I Bonds Through This Loophole appeared first on SmartAsset Blog.
The stock market has proven to be a great way for normal folks to build wealth over time. It can be as simple as investing through index funds for some that don't have the time or inclination to stay involved. Below are five stock investments that could offer a diversified way to beat the S&P 500 index over the coming years and decades.
The months follow one another and look alike for the manufacturers of semiconductors. For months, fears of a hard landing in the economy due to aggressive interest rate hikes by the Federal Reserve to fight inflation at its highest in 40 years have been a headache since the beginning of the year for Nvidia , Advanced Micro Devices , Intel , Micron and Qualcomm . Nvidia shares have lost more than 13% since the end of August, while AMD shares, which had rebounded well after the release of the second quarter earnings, have fallen by 9.2% since the end of August.
(Bloomberg) — Another wrinkle in a chaotic stock market where everything from the frenetic activity of quant traders to an ever-hawkish Federal Reserve is making investing harder than usual: A looming $3.2 trillion options expiry played a notable role in the Tuesday selloff.Most Read from BloombergTerra Co-Founder Do Kwon Faces Arrest Warrant in South KoreaStocks Rise as Dip Buyers Win Tug of War Over Fed: Markets WrapUS Inflation Tops Forecasts, Cementing Odds of Big Fed HikeNY Judge Who Doesn
Palo Alto Networks (NASDAQ: PANW) just couldn't connect with investors on Wednesday. The company's shares sank on a day when many tech industry peers recovered from the market meltdown on Tuesday; ultimately Palo Alto closed down by 0.5%. The responsible party was Wolfe Research's Strecker Backe, who took a large sword to his price target on Palo Alto stock.
In this article, we talk about the 10 tech stocks to buy now according to billionaire Steve Cohen. If you wish to skip our detailed analysis of Cohen’s hedge fund history and investment strategy, go directly to 5 Tech Stocks to Buy Now According to Billionaire Steve Cohen. Billionaire Steve Cohen, founder, and partner at […]Shares in bauxite, alumina, and aluminum producer Alcoa (NYSE: AA) were down around 10% by midday Wednesday. The move comes after its steel manufacturing peer, Nucor (NYSE: NUE), announced disappointing guidance for its third quarter. Steel and aluminum are replaceable with each other and operate in very similar end markets, so Nucor's warning is a salutary reminder that Alcoa also faces difficulties in 2022.
Apple Inc. has recently become the largest short play again by one key metric, overtaking Tesla Inc.
Markets tanked yesterday, there’s no other way to put it. The NASDAQ fell more than 5%, the S&P 500 fell more than 4%, and the Dow Jones shed 1,200 points, also a 4% loss. The sharp drops hit after the official August inflation numbers came in substantially worse than expectations. The data release has also firmed up convictions that the Federal Reserve will enact another 75 basis point rate hike later this month. Taken together, rising prices and higher interest rates increase the chances of a
Shares of Medical Properties Trust (NYSE: MPW) have been under a lot of pressure this year. The real estate investment trust's (REIT) stock has lost a third of its value due in part to rising interest rates. While the market has concerns about the REIT's ability to continue growing its portfolio and dividend, it recently took a big step to address those worries.
Yahoo Finance reporter David Hollerith explains what will happen when the ethereum merge takes place on Thursday, Sept. 15, and how it will impact crypto prices.
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“A standard full-service broker-dealer typically charges anywhere between 1% and 2% in management fees, on top of any fund-specific expenses, trading fees and commissions,” explains certified financial planner Jay Abolofia of Lyon Financial Planning. If you like your bank, but want to pay less, open a line of communication with them.
Net worth is a financial metric that can help you keep your individual picture of your finances in perspective. The average net worth by age, in this case, refers to the net worth of the households in the U.S. divided … Continue reading → The post Average Net Worth by Age appeared first on SmartAsset Blog.
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Hackers tied to the Iranian government have been targeting individuals specializing in Middle Eastern affairs, nuclear security, and genome research as part of a new social engineering campaign designed to hunt for sensitive information.
Enterprise security firm Proofpoint attributed the targeted attacks to a threat actor named TA453, which broadly overlaps with cyber activities monitored under the monikers APT42, Charming Kitten, and Phosphorus.
It all starts with a phishing email impersonating legitimate individuals at Western foreign policy research organizations that’s ultimately designed to gather intelligence on behalf of Iran’s Islamic Revolutionary Guard Corps (IRGC).
The sock puppet accounts include people from Pew Research Center, the Foreign Policy Research Institute (FRPI), the U.K.’s Chatham House, and the scientific journal Nature. The technique is said to have been deployed in mid-June 2022.
However, what differentiates this from other phishing attacks is the use of a tactic Proofpoint calls Multi-Persona Impersonation (MPI), wherein the threat actor employs not one but several actor-controlled personas in the same email conversation to bolster the chances of success.
The idea is to “leverage the psychology principle of social proof” and increase the authenticity of the threat actor’s correspondence so as to make the target buy into the scheme, a tactic that demonstrates the adversary’s continued ability to step up its game.
“This is an intriguing technique because it requires more resources to be used per target – potentially burning more personas – and a coordinated approach among the various personalities in use by TA453,” Sherrod DeGrippo, vice president of threat research and detection at Proofpoint, said in a statement.
Once the initial email elicits a response from the target, the persona then sends a follow-up message containing a malicious OneDrive link that downloads a Microsoft Office document, one of which purportedly alludes to a clash between Russia and the U.S.
This document subsequently uses a technique called remote template injection to download Korg, a template consisting of three macros that are capable of gathering usernames, a list of running processes, and the victims’ public IP addresses.
Besides the exfiltration of the beaconing information, no other post-exploitation actions have been observed. The “abnormal” lack of code execution and command-and-control behavior has led to an assessment that the compromised users may be subjected to further attacks based on the installed software.
This is not the first time the threat actor has undertaken impersonation campaigns. In July 2021, Proofpoint revealed a phishing operation dubbed SpoofedScholars that targeted individuals focused on Middle East affairs in the U.S. and the U.K. under the guise of scholars with the University of London’s School of Oriental and African Studies (SOAS).
Then in July 2022, the cybersecurity company uncovered attempts on the part of TA453 to masquerade as journalists to lure academics and policy experts into clicking on malicious links that redirect the targets to credential harvesting domains.
The latest disclosure comes amid a flurry of Iranian-linked cyber activity. Last week, Microsoft took the wraps off a string of ransomware attacks mounted by a Phosphorus subgroup dubbed DEV-0270 using living-off-the-land binaries such as BitLocker.
Additionally, cybersecurity firm Mandiant, which is now officially part of Google Cloud, detailed the activities of an Iranian espionage actor codenamed APT42 that has been linked to over 30 operations since 2015.
To top it all, the Treasury Department announced sanctions against Iran’s Ministry of Intelligence and Security (MOIS) and its Minister of Intelligence, Esmaeil Khatib, in response to “cyber-enabled activities against the United States and its allies.”
Albania, which has severed diplomatic relations with Iran after blaming it for a series of cyber offensives since July, pointed fingers at the “same aggressors” over the weekend for conducting another attack on a government system used to track border crossings.
“State-aligned threat actors are some of the best at crafting well thought-out social engineering campaigns to reach their intended victims,” DeGrippo said.
“Researchers involved in international security, particularly those specializing in Middle Eastern studies or nuclear security, should maintain a heightened sense of awareness when receiving unsolicited emails.”
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While every employee brings their own special talents and perspectives to their job roles, things can get disorganized when everyone is taking a different approach to completing your company’s core business processes. In order to produce more consistent results and streamline your internal operations, it can be beneficial to create standard operating procedures for everyone to follow.
Implementing and documenting standard operating procedures (SOPs) is a great way to make sure that all staff members are completing their tasks in the correct manner. SOPs are an excellent tool for small business owners looking to take their business process management to the next level. However, writing them can be an intimidating task. To help you visualize what an SOP should look like and include, we’ve created five simple SOP examples.
A standard operating procedure (SOP) is a detailed document with step-by-step instructions on how to properly complete a task. The purpose of an SOP document is to ensure that all workflows are completed in a consistent manner to improve efficiency, safety, compliance, profitability, and product or service quality. SOPs help save time and make sure that tasks are completed in a uniform manner.
You can create SOPs for a wide range of business processes. More complex processes can even be broken up into multiple SOPs to detail different tasks within a larger process. The goal is to make your documentation thorough enough that any employee that follows it will end up completing the task in the same manner with a consistent end result. However, you also want them to be concise enough that they aren’t too overwhelming to follow — so don’t be afraid to break them up into smaller tasks and procedures.
SOP formats can vary. An SOP document can be a simple set of work instructions or a more intricate document with hierarchical flowcharts. If the work that your employees do is highly technical or involves special safety or compliance concerns, you may need to craft more in-depth SOPs in order to properly convey the appropriate procedures.
The key is to provide a clear explanation of the intended use of the SOP, what stakeholders are involved in the business process being documented, and a thorough yet easy-to-follow set of directions for completing each specific task. If you make heavy use of acronyms or industry jargon it can also help to define some of the key terms used in each process.
Take a look at the following examples to see what a basic SOP should look like. You can use these as a template for your own SOPs or create your own SOP template.
The purpose of this standard operating procedure is to define the new employee onboarding process and the responsibilities of the HR staff and department leads in orienting new hires to the organization.
This Standard Operating Procedure details all of the steps that must be taken to onboard all new hires to the company.
It’s the responsibility of the HR Manager to ensure that all onboarding paperwork is complete in accordance with all federal, state, and local laws and that new hire orientation is conducted. It is the responsibility of each department lead to provide department-specific training and onboarding to new employees. The HR department will own this SOP and update it as needed.
New hire refers to any new employees beginning employment at the company. This includes rehires who were previously employed at the company but terminated their employment for a period of time.
HR is used as an abbreviation for human resources throughout this document.
Schedule an HR orientation with the new employee to occur on the first day of their employment.
Coordinate with department manager to schedule department-specific onboarding meetings and review additional training needs.
Prepare all necessary logins and documents for the new hire.
Conduct the HR orientation to orient the new employee with the timekeeping and payroll software, necessary paperwork, and internal resources.
Provide each new hire with all necessary onboarding documents including i9 forms, tax forms, and the employee handbook acknowledgment form.
Check the completed onboarding paperwork for accuracy and completion.
Follow up with the new employee at the end of their first week to offer assistance as needed.
W4 Form
I9 Form
Direct Deposit Form
Employee Handbook and Acknowledgement Form
The purpose of this Standard Operating Procedure is to establish a process for posting a job opening for the company on the company’s website as well as the major job search platforms.
This Standard Operating Procedure details the process that Recruiters and HR staff should follow when creating and posting a job opening for the company.
The HR and Recruiting teams are responsible for the creation of each job post. Recruiters are responsible for posting each role and reviewing submissions to the posts. Department leads and management staff are responsible for working with HR and Recruiting to develop thorough job descriptions that accurately reflect the needs of the department.
ATS is used as an abbreviation for applicant tracking system throughout this document.
HR is used as an abbreviation for human resources throughout this document.
Verify with leadership that the job opening is approved to be filled.
Coordinate with the department manager to craft a job description that accurately reflects the duties of the role and necessary qualifications.
Draft the job description and submit it for approval to the HR Director
Once approved, input the job title, description, and salary range into the ATS.
Select to distribute the job posting to Indeed, LinkedIn, CareerBuilder, and other sites relevant to the role.
Verify that the posting is live on the selected sites.
Encourage internal staff to share the opening with their networks.
ATS user guide
Company job description template
The purpose of this Standard Operating Procedure is to guide employees in accurately creating new customer records in the company’s CRM system in order to maintain up-to-date records and streamline future communications with the customer.
This Standard Operating Procedure details all of the steps that must be taken by sales staff to enter new customer accounts into the company’s CRM system.
Each sales team member is responsible for entering new customers or prospective customers that they make contact with into the CRM. The Sales Manager is responsible for overseeing this process and ensuring that all customer records are complete.
CRM is used as an abbreviation for customer relationship management throughout this document.
Open the customer relationship management system.
Select Add Customer in the upper-righthand corner.
Fill in all of the required fields and any optional fields that you have data for.
Double-check the spelling of the customer’s name and email address.
Save the customer record and add any additional notes from your interactions with the customer into the CRM.
CRM help documents and user guide
The purpose of this Standard Operating Procedure is to set forth the proper process for ordering and restocking office supplies.
This Standard Operating Procedure details the steps necessary for inventorying office needs, ordering supplies, and documenting spending.
The Office Manager is responsible for inventorying and ordering supplies for the office and for the maintenance of this SOP document. The finance department is responsible for approving high-value office supply purchases and reconciling expense purchases.
N/A
Take Inventory of current supply levels and document which supplies need to be reordered.
Review special supply requests from department leads and team members.
Obtain approval from finance for any special requests or office needs with a value over $100.
Order the necessary supplies from approved vendor websites.
Follow the expense policy to document any charges put on a company card.
Expense policy
The purpose of this Standard Operating Procedure is to detail the step-by-step procedures that must be taken to properly run payroll each pay period to ensure accurate and compliant payments are disbursed on the set pay dates for the year.
This Standard Operating Procedure details all of the steps that must be taken by the payroll department to process payroll each pay period.
The payroll department is responsible for the accuracy and timeliness of all pay disbursements and for the upkeep of this SOP.
Payroll refers to the payment process for all W2 employees. A separate SOP is in place for contract staff.
Review submitted timesheets and follow up with any missing timesheets.
Review overtime, bonuses, reimbursements, or other special payments.
Verify any new hire information or employee changes have been updated in the system.
Run payroll in the payroll system.
Review payroll reports and data.
Send checks to be printed and distributed or submitted for direct deposit.
Annual pay schedule
Annual company holiday calendar
Now that you’ve seen five SOP examples, start building your own library of standard operating procedure documents. It can help to list out your top business processes as a starting point and then gradually build up your collection of SOPs. By the end of this process, you will have a great procedure manual in place that employees can reference when completing all of their major tasks. It can help to store these in a wiki or a cloud storage app so that they are easy to find and refer back to.
If you need more help in writing SOPs, take a look at our SOP checklist to look at all of the different fields or pieces of information that you can include in your own standard operating procedure templates. We also have a guide on SOP development to help you navigate the process of creating high-quality SOP docs.
 
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Nowadays, every business needs a website, an ecommerce store, or a blog. To do this, you need to manage and control your site’s content, design, and functionality on a regular basis. However, doing this manually requires hardcore coding knowledge and technical expertise, for which not all SMBs have the budget or the staff.
Content management software can help you keep your site organized and up to date by allowing you to structure, plan, and publish fresh content dynamically without touching any underlying code.
Such platforms often integrate well with customer relationship management (CRM) software, enterprise resource planning (ERP) software, marketing software, and social media platforms to capture leads and organize them, publish posts, and drive more conversions.
We have created this buyers guide to help you understand content management software with all the essential information you need to choose the right tool.
Here’s what we’ll cover:

Content management software are solutions used to author, organize, and store digital content for a business. It allows users to collaborate in the creation, editing, and production of web pages and blog posts without the need for specialized technical knowledge, such as coding.
The system can also help store all of your web content in one place, assist in creating dynamic web pages, and allow for quick and easy business updates to be made, making a website as effective and secure as possible.
There are two different types of content management software solutions, which are as follows:
Content publishing window in WordPress Software (Source)

Most content management software tools have the following features in common:

Before purchasing a content management system, you should determine which buyer category you’re in so you can choose the right tool. The majority of buyers fall into the following categories:



Here’s a market trend to keep in mind when selecting a CMS tool for your business:
Note: The application selected in this article is an example to show a feature in context and is not intended as an endorsement or recommendation. It has been obtained from sources believed to be reliable at the time of publication.
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Funding will add new features including payments and lead acquisition, increase support and grow team
SAN FRANCISCO, Sept. 13, 2022 /PRNewswire/ — Roofr, the all-in-one roofing software that allows roofers to offer estimates instantly, measure roofs via aerial imagery, and create visually stunning proposals, has announced the completion of a $12 million Series A funding round. This funding round included past participants Bullpen Capital and Crosslink Capital, along with new investors K5 Global, Vertical Venture Partners, Interplay, Ace & Co, and 12BF. This new $12 million investment will bring the total funding raised to $19 million.
The latest funding round will help Roofr build a robust end-to-end experience for roofers globally, by providing professionals with a simple way to manage their projects and speed up their ability to help their customers. With roofers’ biggest challenges in mind, Roofr intends to add features including payments and lead acquisition, solidify new partnerships for better integrations, increase support hours, and double their team.
“Roofing is an industry that prides itself on craftsmanship and precision. We want to ensure that roofing contractors have the most advanced software to measure, estimate and build winning project proposals, helping them to save time, grow their profits, and scale fast,” said Richard Nelson, CEO of Roofr. “As a third-generation roofer, I understand the pain industry professionals go through on a day-to-day basis running their business. From having to drive out to a home to get measurements in person, to creating pen and paper proposals. I started Roofr to solve these problems and build software for roofers, by roofers. ”
Since Roofr announced its seed funding in 2021, they’ve launched new features such as proposals and an instant estimator which allows roofers to provide roofing estimates in seconds. Motivated by their customers’ feedback, Roofr has measured over 1.5 million roofs and saved roofers millions of dollars through streamlining the sales process. “Roofr has a ton of amazing features,” said Chris Schoen, CEO of Schoen Roofing. “Proposals have helped me close more jobs by providing very clean looking quotes for my customers.”

Along with growing its team and suite of features, Roofr is focusing on strategic partnerships and integrations that will significantly benefit its users. Roofr recently announced its partnership with CompanyCam, which allows roofers the ability to connect images and notes from in-person site visits with digital sales solutions.
“We’re looking forward to helping Roofr continue to grow market share in the roofing contractor industry with this new round of funding,” said Brad Corona, Managing Director of Vertical Venture Partners. “We always look to partner with entrepreneurs who understand their industry vertical deeply, and Roofr is the epitome of that thesis.”
To learn more about Roofr watch the product overview here, and meet the team here.
Built by roofers for roofers, Roofr is a SaaS platform that’s an all-in-one sales toolbox for roofing contractors. The company was founded by a third-generation roofer with a vision to build the most trusted roofing platform in the world. Roofr gives roofing contractors everything they need to save time, money and close more business. They offer instant estimating tools that qualify leads in seconds, aerial images to generate highly accurate roof measurement reports and proposal software that customers can e-sign with a click.
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Open source designs simplify AI development for solutions across healthcare, manufacturing, retail and other industries.
SANTA CLARA, Calif.–(BUSINESS WIRE)– What’s New: Intel has released the first set of open source AI reference kits specifically designed to make AI more accessible to organizations in on-prem, cloud and edge environments. First introduced at Intel Vision, the reference kits include AI model code, end-to-end machine learning pipeline instructions, libraries and Intel oneAPI components for cross-architecture performance. These kits enable data scientists and developers to learn how to deploy AI faster and more easily across healthcare, manufacturing, retail and other industries with higher accuracy, better performance and lower total cost of implementation.
“Innovation thrives in an open, democratized environment. The Intel accelerated open AI software ecosystem including optimized popular frameworks and Intel’s AI tools are built on the foundation of an open, standards-based, unified oneAPI programming model. These reference kits, built with components of Intel’s end-to-end AI software portfolio, will enable millions of developers and data scientists to introduce AI quickly and easily into their applications or boost their existing intelligent solutions.”
–Wei Li, Ph.D., Intel vice president and general manager of AI and Analytics
About AI Reference Kits: AI workloads continue to grow and diversify with use cases in vision, speech, recommender systems and more. Intel’s AI reference kits, built in collaboration with Accenture, are designed to accelerate the adoption of AI across industries. They are open source, pre-built AI with meaningful enterprise contexts for both greenfield AI introduction and strategic changes to existing AI solutions.
Four kits are available for download today:
Download free on the Intel.com AI Reference Kits website. The kits are also available on Github.
Why It Matters: Developers are looking to infuse AI into their solutions and the reference kits contribute to that goal. These kits build on and complement Intel’s AI software portfolio of end-to-end tools and framework optimizations. Built on the foundation of the oneAPI open, standards-based, heterogeneous programming model, which delivers performance across multiple types of architectures, these tools help data scientists train models faster and at lower cost by overcoming the limitations of proprietary environments.
What’s Next: Over the next year, Intel will release a series of additional open source AI reference kits with trained machine learning and deep learning models to help organizations of all sizes in their digital transformation journey.
More Context: oneAPI Dev Summit for AI | Intel oneAPI | Intel AI Tools
About Intel
Intel (Nasdaq: INTC) is an industry leader, creating world-changing technology that enables global progress and enriches lives. Inspired by Moore’s Law, we continuously work to advance the design and manufacturing of semiconductors to help address our customers’ greatest challenges. By embedding intelligence in the cloud, network, edge and every kind of computing device, we unleash the potential of data to transform business and society for the better. To learn more about Intel’s innovations, go to newsroom.intel.com and intel.com.
Notices & Disclaimers
¹Predictive Utility Analytics Reference Kit, measured on June 29, 2022. HW Configuration: Microsoft Azure Standard D4_v5, OS: Ubuntu 20.04.4 LTS (Focal Fossa), 8 X Intel® Xeon® Platinum 8370C CPU @ 2.80GHz, 2 threads/core, 4 cores/socket, 1 socket. SW Configuration: Config 1 (Python v3.9, Scikit-learn v 1.0.2, XGBoost v0.81), Config 2 (Intel® Distribution for Python 3.9.12 2022.0.0, Scikit-learn 0.24.2, Intel® Extension for Scikit-learn 2021.5.1, XGBoost 1.4.3, daap4py 2021.6.0). Additional details at https://github.com/oneapi-src/predictive-health-analytics. Results may vary.
²Visual Quality Inspection Reference Kit, measured on June 29, 2022. HW Configuration: Microsoft Azure Standard D4_v5, OS: Ubuntu 20.04.4 LTS (Focal Fossa), 4 X Intel® Xeon® Platinum 8370C CPU @ 2.80GHz, 2 threads/core, 2 cores/socket, 1 socket. SW Configuration: Config 1 (PyTorch v1.8.0), Config 2 (Intel® Extension for PyTorch v1.8.0, Intel® Neural Compressor v1.12, Intel® Distribution of OpenVINO Toolkit 2021.4.2). Additional details at https://github.com/oneapi-src/visual-quality-inspection. Results may vary.
³Customer Chatbot Reference Kit, measured on June 22, 2022. HW Configuration: Microsoft Azure Standard D4_v5, OS: Red Hat Enterprise Linux Server 7.9, 4 X Intel® Xeon® Platinum 8370C CPU @ 2.80GHz, 2 threads/core, 2 cores/socket, 1 socket. SW Configuration: Config 1 (PyTorch v1.11), Config 2 (PyTorch v1.11.0, Intel® Extension for PyTorch v1.11.200, Intel® Neural Compressor v1.12). Additional details at https://github.com/oneapi-src/customer-chatbot. Results may vary.
⁴Intelligent Indexing Reference Kit, measured on June 22, 2022. HW Configuration: Amazon AWS m6i.xlarge, OS: Red Hat Enterprise Linux Server 7.9, 4 X Intel® Xeon® Platinum 8370C CPU @ 2.80GHz, 2 threads/core, 2 cores/socket, 1 socket. SW Configuration: Config 1 (Pandas, Scikit-learn), Config 2 (Intel® AI Analytics Toolkit v 2021.4.1, Intel® Extension for Scikit-learn, Intel® Distribution of Modin). Additional details at https://github.com/oneapi-src/intelligent-indexing. Results may vary.
Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.
Results may vary. Performance results are based on testing as of dates shown in configurations and may not reflect all publicly available updates.
No product or component can be absolutely secure.
Your costs and results may vary.
Intel technologies may require enabled hardware, software or service activation.
Intel does not control or audit third-party data. You should consult other sources to evaluate accuracy.
© Intel Corporation. Intel, the Intel logo and other Intel marks are trademarks of Intel Corporation or its

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Document control helps manufacturers keep their documents in check. Organizations use document control software to manage structured documents used in the design, development and manufacturing of products, throughout their entire lifecycles.
In other words: Document control defines manufacturing workflows and recognizes the roles and responsibilities of everyone involved.
Document management is another beast. While it shares many of the same features and functions as document control, such as storing, locating, updating, tracking and sharing documents, it does so in a broader sense. Popular productivity tools such as SharePoint or OpenText are examples of document management solutions.

Document control systems are suitable for specific organizations, such as those functioning in regulated industries. The manufacturing field, where compliance is essential, has come to rely on document control systems for this reason.
Here are typical ways organizations utilize document control.

Document control software is the crux of the system. It consolidates and simplifies all compliance-related document processes and workflows. It automates critical processes that can otherwise be tedious, such as reviewing, approval, distribution, retrieval, and more. Instead of leaving room for human error, this system manages important documents while tracking all revisions to simplify compliance requirements and audits.
Its centralized, digital nature makes it handy when organizations lose data or experience interruptions, as well.
Document control software automates critical document management processes, which ultimately helps organizations to save time and reduce expenses.
It systematizes essential document management processes, thwarting errors and centralizing access to important company forms, reports, checklists and more.
Here are some of the ways document control software can help manufactures stay organized and meet important regulations:

Darryl Seland is Editor-in-Chief of Quality magazine. He can be reached at selandd@bnpmedia.com.

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How to install the open-source TaskCafe project management system
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Maybe you don’t need an expensive project management tool, and you want something you can host on your own servers. Try this TaskCafe project management software.
Solid project management can make a workflow far more efficient and effective. But in order to manage projects, you need software to help you out. You can certainly attempt to manage those projects with a spreadsheet or Google Document, but as they start to scale, you’ll find those tools fall very short.
That’s why you turn to project management software. When you start looking for such a platform, you’ll find an abundance of titles and services available. Some of those project management tools are found in third-party services that are hosted outside of your company’s data center. For some companies and projects, that’s a fine solution. But what if some of your projects are of a more sensitive nature and you don’t want to chance someone gaining access to view your kanban boards or Gantt Charts? If that sounds like a concern of yours, then you should consider installing a project management tool in your data center.
SEE: Checklist: How to manage your backups (TechRepublic Premium)
One such tool for that is TaskCafé. This open-source project management platform might not have the massive feature list of Asana, Trello or monday, but it does a great job with the basics. The feature list includes the likes of:
TaskCafé is free to install and can be done via Docker or source. I’m going to walk you through the process of installing this project management tool on Ubuntu Server 20.04, via Docker.
To pull this off, you’ll need a running instance of Ubuntu Server 20.04 and a user with sudo privileges. That’s it … let’s get our project management on!
The first thing we’re going to do is install Docker and the various dependencies required for TaskCafé. Log into your Ubuntu instance and install the first dependencies with the command:
sudo apt-get install ca-certificates curl gnupg lsb-release git -y
Add the Docker GPG key with:
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
Add the necessary repository with:
echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
Install the Docker engine with:
sudo apt-get update
sudo apt-get install docker-ce docker-ce-cli containerd.io -y
We’ll also need the docker-compose command, which can be installed with:
sudo apt-get install docker-compose -y
Add your user to the docker group with:
sudo usermod -aG docker $USER
Log out and log back in for the changes to take effect.
With all of the dependencies out of the way, we can now install TaskCafé. Clone the necessary Git repository and change into the newly-created directory with:
git clone https://github.com/JordanKnott/taskcafe && cd taskcafe
Deploy TaskCafé with:
docker-compose -p taskcafe up -d
In less than a minute, the container will deploy and you’re ready to access the web-based interface.
Open a web browser and point it to http://SERVER:3333/register (Where SERVER is the IP address or domain of the hosting server). You should be greeted with the user registration screen (Figure A).
Figure A
After creating your user, you’ll be sent to the main TaskCafé page (Figure B), where you can start configuring your project manager to serve your company.
Figure B
Congratulations, you now have a working project management platform that should help you better control the workflow of all sizes of projects.
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How to install the open-source TaskCafe project management system
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