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The Power Of Process Orchestration For Efficiency And Cost Savings

March 23, 2023 by www.forbes.com Leave a Comment

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Jakob Freund is the CEO of Camunda , a software company innovating end-to-end process orchestration.

Record-high inflation rates and mixed economic signals have hit global organizations hard in the second half of 2022 and will continue their impact as we enter 2023. As a result, many IT leadership teams have made tough decisions about which technology investments stay and which ones go. According to the Gartner report “3 New Realities to Guide 2023 Planning as Inflation Response Cools Economies,” “about 45% of CEOs and CFOs say digital technology investments to improve performance efficiency would be among the last things they would cut.”

What does that mean for automation investments? According to the 2023 State of Process Orchestration Report , 91% of IT leaders say their organization plans to increase investment in process automation over the next 24 months, compared with 88% who answered the same question the previous year. Why? Process automation, and its close counterpart process orchestration, are among the top investments that help companies achieve cost savings at scale. In case you’re not familiar with the term, process orchestration makes automation more efficient by tying together the various moving parts, or endpoints, of a business process—think people, systems and devices.

Let’s take a look at how to use process automation and orchestration to achieve cost savings, especially in an uncertain economy.

How to Use Process Automation To Reduce Costs

Some of the most prominent companies in the world operate like tech companies, even if they didn’t start out that way. A core tenet of their IT modernization and digital transformation efforts has been process automation. Many aspire to the likes of Amazon, where automated processes seamlessly flow together within the customer experience and appear as if they’re magic. That sort of automation nirvana doesn’t happen overnight and certainly doesn’t happen all at once.

Here’s how to get started. Analyze and audit your current processes that have the most impact on cost savings. Look at both internal and customer-facing processes that can reduce effort. For example, automating contact center workflows and offering digital self-service tools are proven strategies to save costs and improve customer satisfaction, leading to repeat business. In another realm, automating internal processes could save employees from doing mindless busy work, where their time could be applied more productively to something that impacts the bottom line.

Before undertaking a large-scale process automation overhaul, it’s wise to start with the question, “Where can process automation reduce my organization’s costs the most?” Start with a small proof of concept (PoC), where you can test the theory on a practical business process that can be automated within the span of a week or so and report results back to both technical and business stakeholders alike. From there, you can expand your process automation remit to additional internal or customer-facing business processes to achieve new efficiencies and cost savings.

Fixing Inefficient Or Broken Processes

The next important question is, “How efficiently are my automated business processes working together?” Many process automation efforts fail because processes are too complex for the technology that’s being applied to them. Or, there may be multiple process endpoints (people, systems, and devices) that are not effectively coordinated within a process. In the State of Process Orchestration study cited above, 72% agree that real-world, business-critical processes are complex to maintain.

In other words, even if you’re using process automation technology, you may be missing additional cost savings and efficiencies that come from orchestrating your processes. Orchestration can be a force multiplier for technologies that are already in your hyper-automation tech stack , like RPA, event buses, AI tools and more. Without orchestration, some of the most common issues include:

Broken or inefficient processes: Since isolated automations are not integrated with one another, the resulting end-to-end process is not fully automated. This can result in customer or employee frustration because the intended automation is not working as planned.

Process inflexibility: It can be impossible to make a change to a process because you have to make changes across many different systems—leading to wasted time and inefficiency.

Inability to analyze: Many teams don’t have visibility into the key metrics that indicate whether or not a process is working efficiently and effectively. You can’t change a problem you don’t see.

Your organization may have microservices-based applications, RPA bots, APIs, IoT devices, legacy systems, AI/ML tools and humans working together within automated processes. Instead of viewing these processes in a silo, orchestration makes multiple endpoints work together, maximizing those investments to achieve the best possible ROI and outcomes.

Consider an example of automated inventory management and automated retail fulfillment. If an inventory system doesn’t effectively communicate with a fulfillment system, a retailer may order too many or too few goods. Too many goods lead to markdowns and lost revenue. Too few leads to customer frustration and churn. To strike the right balance, you can apply process orchestration to ensure that each component in an automated process is successfully working together from end to end.

How To Decide If Process Orchestration Is Right For You

Maybe you’ve already started along a journey with process automation and orchestration, or perhaps you’d like to experiment in 2023. In the current economy, most organizations are looking to achieve greater cost savings and efficiency. In your evaluation process, ask yourself a few key questions.

First, can I select and prioritize automation projects that will achieve the most internal cost savings or external customer impact? Second, can I test a discrete PoC and/or pilot project to apply initial learnings to a larger automation effort? Third, can I orchestrate various endpoints of my processes together so that I can achieve the best ROI from my automation investments?

While 2020 was a year of massive change and digital transformation, 2023 might be the year to evaluate how to maximize automation investments to become more efficient and achieve higher returns.


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GitHub launches its new GPT-4-powered Copilot coding assistant

March 22, 2023 by www.fastcompany.com Leave a Comment

GitHub begins rolling out a new GPT-4 -powered version of its Copilot coding assistant today. The new iteration expands the tool’s functionality to more phases of the code creation process.

The original Copilot , launched in 2022, was based on the earlier GPT-3 model, and worked within the developer’s editor window to autocomplete lines or sections of code, or generate code based on plain language requests.

“We’re bringing Copilot into every part of the developer experience,” says GitHub CEO Thomas Dohmke. “So, not just auto completion, but it will become part of every single step of the developer life cycle.”

The new Copilot also brings with it a more ChatGPT-like experience. GitHub has integrated a chatbot into the editor environment in development tools such as VS Code and Visual Studio. Developer-users can interact with the Copilot chat interface using either text commands or voice commands.

But this chatbot does more than just chat, Dohmke stresses. “It will have the whole context of your editing environment, so it understands what you just typed in your coding window,” Dohmke says. “It will understand the error messages or the debug output in your terminal window and then it can give you tailored advice.”

Dohmke says Copilot can play a meaningful role in each phase of the development process—from project planning to the final deployment of the code.

During planning and tracking, the tool will help the developer describe what they intend to build in concise, plain language that’s easily understood by team members.

At the coding stage, Copilot will continue to rely on an older model called Codex (a fast variant of the GPT-3 model) to autocomplete lines or sections of code.

“What’s happening now [is] we’re using different models for different use cases—a fast model for auto completion, a slower, more accurate model for the generation of test cases and answering questions and documentation,” Dohmke says.

In the code review process, the Copilot can help create test cases for the code (to make sure it does what it’s meant to do) and find and help fix small errors within the code that might create a bug.

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During code deployment, Copilot can double-check that what’s being moved into production has been fully tested. If some code remains untested, the assistant will raise an error message when the developer hits the deploy button, Dohmke says.

GitHub says more than a million developers and more than 5,000 businesses have now used Copilot.

Copilot will become available immediately for developers who sign up for a waiting list. Dohmke says that after a first wave of admissions to the product, additional developers will get access, depending on demand levels.

Copilot costs $10 per month for individuals, and $19 per developer per month for businesses.

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Microsoft adds AI tools to Office apps like Outlook, Word

March 16, 2023 by www.independent.co.uk Leave a Comment

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Microsoft is infusing artificial intelligence tools into its Office software, including Word, Excel and Outlook emails.

The company said Thursday the new feature, named Copilot, is a processing engine that will allow users to do things like summarize long emails, draft stories in Word and animate slides in PowerPoint.

Microsoft is marketing the feature as a tool that will allow workers to be more productive by freeing up time they usually spend in their inbox, or allowing them to more easily analyze trends in Excel.

The tech giant based in Redmond, Washington, will also add a chat function called Business Chat, which resembles the popular ChatGPT. It takes commands and carries out actions — like summarizing an email about a particular project to co-workers — using user data.

“Today marks the next major step in the evolution of how we interact with computing, which will fundamentally change the way we work and unlock a new wave of productivity growth,” Microsoft CEO Satya Nadella said in a statement.

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Mattel, Instacart and other companies have also been integrating generative AI tools like ChatGPT and the image generator Dall-E to come up with ideas for new toy cars and answer customers’ food questions.

Microsoft rival Google said this week it is integrating generative AI tools into its own Workspace applications, such as Google Docs, Gmail and Slides. Google says it will be rolling out the features to its “trusted testers on a rolling basis throughout the year.”

Microsoft spokesperson Jessica Dash said the new Office features are currently only available for 20 enterprise customers. It will roll it out for more enterprise customers over the coming months.

The announcement came two days after OpenAI , which powers the generative AI technology Microsoft is relying on, rolled out its latest artificial intelligence model, GPT-4.

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Microsoft introduces image creator tool to Bing and Edge; Here’s how you can use it

March 22, 2023 by economictimes.indiatimes.com Leave a Comment

Synopsis

The Bing image creator will be able for all Bing and Microsoft Edge users. The company says that the Bing Image Creator will be integrated into the Bing chat and Edge browser and will be available on both desktop and mobile starting from today. Microsoft says that Bing Image Creator will be fully integrated into the Bing chat experience. It will initially be rolled out in Creative mode.

US-based technology company Microsoft has an advanced version of the DALL-E model from OpenAI to its search engine Bing. The company made the announcement via a blog post and it said that the Bing Image Creator allows users to create an image by simply using words to describe the picture. Users will not only be able to generate images, but also create written content from one place, within the chat.

“Last month we introduced the new AI-powered Bing and Microsoft Edge , your copilot for the web – delivering better search, complete answers, a new chat experience and the ability to create content. Today we’re taking the chat experience to the next level by making the new Bing more visual,” Microsoft writes in the blog.

The Bing image creator will be able for all Bing and Microsoft Edge users. The company says that the Bing Image Creator will be integrated into the Bing chat and Edge browser and will be available on both desktop and mobile starting from today.

Microsoft says that Bing Image Creator will be fully integrated into the Bing chat experience. It will initially be rolled out in Creative mode.

Here’s how to use Bing Image Creator

  • To start using, go to Bing.com.
  • Here, click on the ‘Images’ option from the top tab.
  • Then click on ‘Image Creator’. Alternatively, you can also search it by typing ‘bing.com/image/create’ to get access to the image creator.
  • Next, users can prompt the tool to create an image by typing a description of an image and , providing additional context like location or activity, and choosing an art style.

To use Bing Image Creator in Edge, simply click the Bing Image Creator icon in the sidebar to create your image or invoke from Bing chat in Edge.

Once the Bing Image Creator is available on Microsoft Edge, it will become the first and only internet browser with an integrated AI-powered image generator.

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Prepaid power customers borrowing to pay bills, survey shows

June 12, 2019 by www.stuff.co.nz Leave a Comment

A third of households on Globug prepaid power have had to borrow from family and friends to pay their bills, new data shows.

Consumer NZ has released its latest survey of energy retailers. It surveyed the opinions of about 1500 customers across a range of retailers.

It highlighted concerns about Globug, a prepaid power provider operated by Mercury Energy. Globug is the most popular prepaid power option in the market, with just over 25,400 customers.

Prepaid is usually used by people who do not have adequate credit histories to apply for a standard power account with another retailer.

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A spokeswoman for Mercury said it was pleasing to see customer satisfaction levels with Globug had increased year-on-year and were above 60 per cent. Its overall satisfaction score came in at 61 per cent.

“We’re not surprised by insights that suggest a number of customers facing financial stress are likely to be with Globug. Globug, a pre-pay service, is specifically designed to be a useful tool to help customers manage their energy costs within their household budget. For the same reason, we understand why value for money is top of mind for these customers and that is a focus area for us as well.”

Kimberley O’Sullivan, a research fellow at He Kainga Oranga housing and health research programme in the University of Otago’s department of public health, said her research has shown that prepay customers usually ended up paying more than they would on the open market, although its discount for Community Services Cardholders helped.

“It’s not just paying for electricity. There are top-up fees that put more burden on those least able to pay.

“For example, with Globug the cheapest way to top up is with internet banking, which costs 20c – and a lot of prepayment households that are experiencing severe energy poverty don’t have home internet – but to top up in store costs 75c.”

She said people reported it being difficult and expensive to move off prepay because they needed to have systems changed over.

The Electricity Price Review, which is submitting its final report to Government, highlighted “shopping around” as one of the key drivers of getting a good deal on electricity prices. O’Sullivan said she had heard of landlords refusing to let people replace prepaid meters.

Consumer NZ head of research Jessica Wilson said Globug’s customers were most likely to be dissatisfied with the value for money they received.

“They were also more likely to experience financial difficulty paying for power. One third had borrowed from family or friends to pay their power bill while 20 per cent had taken out a loan.”

That compares to 9 per cent of all customers having borrowed from friends or family and 5 per cent taking a loan.

“We’ve been calling for better consumer protections to ensure prepay customers are treated fairly and don’t face disproportionate costs,” Wilson said.

There are lots of components in a typical power bill.

“Despite paying for power in advance and receiving a more restrictive service, customers on prepay are charged comparatively high rates and encounter other fees.

“They’re also more likely to experience energy poverty and be unable to afford adequate home heating.”

O’Sullivan said some people liked the prepaid option because it meant they did not have to cope with “bill shock”.

“It does allow them to work out for example how much a load of washing costs to dry or how much it will cost to use the oven for a couple of hours – so they have more control over their budget. But overall I don’t think that it is a comparative deal or that there are enough consumer protections in place – otherwise higher income households would use prepayment too. ”

Financial coach Shula Newland said she had a few clients using prepaid power.

“They need to be aware that if they are paying off a debt from the installation, that this is taken out each time they top up.  So it can appear it is costing them more than they realise.  Also if they top up little and often, this will have an effect on their cashflow –  they will run out of power quicker.”

Overall, Consumer NZ found just 51 per cent of people thought they were getting good service from their power companies.

Most people were with one of the big five retailers: Genesis, Contact, Mercury, Trustpower and Meridian. But it was the smaller brands that rated highest for customer satisfaction.

Powershop was the stand-out performer, with 66 per cent of its customers very satisfied with the service they received. Nova Energy was in second place.

About 15 per cent of customers said their houses were not as warm as they wanted because they had cut back on heating to save money.

More than 30 per cent were very concerned about their household power costs.

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