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Ways Manufacturers Can Make Better Use of Data

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Big data is a buzzword you hear used by ever more companies across many different industries. For manufacturing companies, using data in smart and modern ways can improve processes and procedures, encourage growth in ways that would have been impossible in the past, reduce costs and raise profits.

Data are the facts or information about every aspect of manufacturing processes. Using IoT devices to record the manufacturing process, companies can avail themselves of all sorts of data. Unfortunately, many manufacturing companies, at best, don’t understand how to gather, analyze, and use all this data that is now available to them or, at worst, choose to entirely ignore it. If your company is not currently using data to drive production and make better decisions, you are missing out on major opportunities to improve your company. Here are 3 ways manufacturers can make better use of data to improve their processes.

Set Clear Goals

Manufacturing is all about setting goals for your machinery and manpower in order to produce the greatest quantity of good quality products as efficiently and quickly as possible. How clear are your goals? Are they passive and driven only by orders or are they based on data that allows your company to work in a way that is scalable and customizable when it needs to be? Some manufacturers struggle with these questions, especially when times get tough.  The ones who set the clearest, smartest goals will be the ones that prosper.

Using data and basic analytics allows you to see the whole picture and be proactive about manufacturing goals. Using machine-level data you can learn incredibly important points such as when and how often you are producing different products, how long it takes, and how much money goes into producing each item. You can also get data on tiny seemingly insignificant information that will show you the times and conditions that generate the most profitable outcomes. When you know these data points, you can work to set goals that recreate the most profitable outcomes as much as possible to maximize your manufacturing efficiency.

Data provided by IoT devices in the manufacturing process can also help companies better understand cycle time and how it improves with more data and updated procedures. Cycle time measures the span of time from when an order is placed until it gets into a customer’s hand. With solid data to help you improve cycle time, you can start making clearer goals on customer timelines which will lead to improved customer relations and feedback.  

Have Well-Defined Procedures

With clearly established data-driven goals, more data is used to help companies meet and exceed those goals. Manufacturers can do this in several different ways. As more data about their processes is gained, one of the best ways to achieve goals is to speed up production. When you do that, however, more errors can occur. Using big data companies can determine methods for going faster but with fewer errors.

To accomplish this seemingly impossible task, you must collect and analyze all the data at hand. Using error-rate data you can see who and what in the process is linked to the most errors and start creating a mix of products and workers that leads to the smallest number of errors. This will save money on unusable goods and while speeding up the process of hitting goals. It can also help to create employee incentive and training programs that will lead to a faster and less error-filled process.

Another way big data analytics generated during the manufacturing process by IoT devices can help companies adapt their processes to the modern environment, is by increasing their ability for customization. In 2020, manufacturing customization is more desirable for clients than ever before and data is the key to offering more of this. To start, knowing data about all of your manufacturing processes allows you to manufacture goods in the most efficient way possible. When you have a client looking for customization, you will quickly be able to make a data-based decision on whether or not you are able to do what is requested and how it will affect your bottom line.

Track Data Comprehensively

The manufacturing process is not merely about using data drawn from the machines, people, and products you make.  Some data from all around you can be mined for better outcomes. In addition to acquiring and processing data from the tangible materials around you, you can also use environmental data to create a better manufacturing process and hit your goals. In some manufacturing industries – ones that make very precise and sensitive products – this data is a “must-have”.

Using a cloud-based monitoring system is one way to maintain widespread data visibility in complex systems. For manufacturers in such fields as the aerospace industry, where parts need to be produced and stored in precise environmental conditions, being able to collect precise environmental data about things like temperature, humidity, and pressure is vital. Dickson is an example of a company that offers data loggers and management software that can be implemented in this manner.

Using these types of data loggers allows the aerospace industry to maintain optimal conditions for making the products they produce; that helps them safely deal with volatile materials. Since they produce products using all types of electronics, metals, plastics, synthetic compounds, and other sensitive materials, precise conditions must be maintained. How they maintain these conditions varies greatly between facilities of different sizes, setups, and located in different climates, which is why comprehensive data tracking is so important for each facility that creates aerospace products.

Conclusion

These are just a few of the ways manufacturers can make better use of data. Big data is the new frontier of manufacturing and the companies that use it best will see quicker, larger, and longer-lasting improvements to their processes and outcomes than companies who don’t. Integrating IoT devices into the manufacturing process is the best way to start capturing and utilizing this data today.

The idea of Bigtime Daily landed this engineer cum journalist from a multi-national company to the digital avenue. Matthew brought life to this idea and rendered all that was necessary to create an interactive and attractive platform for the readers. Apart from managing the platform, he also contributes his expertise in business niche.

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Business

The Dark Side of Aimlon CPA P.C.: Uncovering the Truth Behind the Firm’s Practices

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Aimlon CPA P.C., a full-service certified public accounting firm based in New York, NY, has long promoted itself as a beacon of excellence in the fields of accounting, audit, tax, advisory, and financial reporting. Serving business owners and companies in the U.S. and Europe, the firm, under the leadership of Mathieu Aimlon, claims to offer personalized and expert guidance. However, a deeper investigation into the firm’s operations reveals a troubling pattern of misconduct, ethical breaches, and systemic failures that severely discredit Aimlon CPA P.C. This article exposes the hidden truths behind the firm’s facade of professionalism and reliability.

Lack of Professionalism and Responsiveness

One of the most pervasive issues at Aimlon CPA P.C. is the firm’s chronic lack of responsiveness. Numerous clients have reported significant delays in communication, often waiting weeks for replies to urgent inquiries. This unprofessional behavior has led to missed deadlines and costly mistakes for clients who depend on timely advice and action.

A frustrated former client shared their experience: “We had a critical financial issue that required immediate attention. Despite multiple attempts to contact Aimlon CPA P.C., we were met with silence. Their lack of responsiveness was not only frustrating but also detrimental to our business.”

Overbilling and Lack of Transparency

Aimlon CPA P.C. has also been accused of overbilling and a lack of transparency in their invoicing practices. Clients have frequently found their bills inflated with unclear or exaggerated charges, leading to disputes and dissatisfaction. This practice has raised serious ethical concerns and damaged the firm’s reputation.

A small business owner recounted their ordeal: “Our invoices from Aimlon CPA P.C. were consistently higher than expected, with vague descriptions for the charges. When we questioned these discrepancies, we received evasive responses and no clear explanations. It felt like we were being taken advantage of.”

Incompetence and Financial Mismanagement

Despite its claims of expertise, Aimlon CPA P.C. has been plagued by instances of incompetence and financial mismanagement. Several clients have accused the firm of providing poor financial advice that resulted in significant losses. These accusations suggest a troubling lack of expertise and diligence in handling client affairs.

One notable case involved a tech startup that followed Aimlon CPA P.C.’s guidance, only to face bankruptcy within a year. The startup’s founder lamented: “We trusted Aimlon CPA P.C. with our financial strategy, but their advice was disastrous. Our business suffered immensely because of their incompetence.”

High Employee Turnover and Toxic Work Environment

Inside Aimlon CPA P.C., the work environment is far from the professional and supportive culture the firm claims to foster. High employee turnover is a persistent issue, driven by poor management practices and a toxic workplace. Former employees have described an atmosphere of fear and exploitation, where unreasonable demands and lack of support are commonplace.

An ex-employee shared their perspective: “The work environment at Aimlon CPA P.C. was unbearable. Management was oppressive, and there was no respect for work-life balance. Talented professionals were constantly leaving because they couldn’t tolerate the conditions.”

Compliance Failures and Regulatory Scrutiny

Aimlon CPA P.C. has faced multiple instances of regulatory scrutiny due to its failure to adhere strictly to industry standards and compliance requirements. These compliance failures have resulted in penalties and fines, further eroding the firm’s credibility and trustworthiness.

An insider revealed: “There were several occasions where Aimlon CPA P.C. neglected regulatory updates and compliance requirements. This negligence led to significant fines for both the firm and its clients. It was alarming how often these issues were ignored.”

Ethical Breaches and Conflicts of Interest

The firm has also been marred by ethical breaches and conflicts of interest. Mathieu Aimlon, in particular, has been implicated in several instances where his advice seemed to benefit his personal interests over those of his clients. These conflicts of interest have severely damaged the trust between the firm and its clients.

In one egregious case, a client was persuaded to invest in a company where Mathieu Aimlon held undisclosed shares. When the investment failed, the client suffered substantial losses, while Aimlon’s involvement remained hidden until an internal investigation brought it to light.

Outdated Technology and Inefficiency

Despite being a modern accounting firm, Aimlon CPA P.C. relies on outdated technology that hampers efficiency and increases the risk of errors. Clients have expressed frustration with the firm’s technological shortcomings, which lead to delays and inaccuracies in financial reporting.

A tech-savvy client commented: “It was surprising to see how outdated Aimlon CPA P.C.’s systems were. Their inefficiency slowed down our processes and made us question their ability to handle complex financial needs effectively.”

Fabrication of Credentials

Further investigations into Aimlon CPA P.C. revealed that some of the firm’s claimed credentials and accolades were fabricated. While Mathieu Aimlon is genuinely certified by the New York State Education Department and the French Ministry of Education, other qualifications listed by the firm were found to be falsified.

This revelation has cast a shadow over the entire firm, leading clients and colleagues to question the legitimacy of their expertise and the integrity of their services.

Legal Repercussions and Public Disgrace

The culmination of Aimlon CPA P.C.’s unethical practices and systemic failures came with the legal repercussions faced by Mathieu Aimlon himself. Following his involvement in a tax evasion scheme, he was arrested and charged with multiple counts of tax fraud. The evidence presented in court highlighted the sophisticated methods used to deceive tax authorities, leading to his conviction and a lengthy prison sentence.

The legal troubles of Mathieu Aimlon have had a devastating impact on Aimlon CPA P.C. The firm’s reputation has been irreparably damaged, and clients have fled in droves, unwilling to associate with a company linked to such scandals.

Aimlon CPA P.C., once seen as a beacon of excellence in the accounting world, has been thoroughly discredited due to a series of unethical practices, incompetence, and systemic failures. From overbilling and lack of transparency to high employee turnover and regulatory breaches, the firm has failed to uphold the standards expected of a professional accounting service. The legal repercussions faced by Mathieu Aimlon have further tarnished the firm’s reputation, leading to its eventual downfall.

For business owners and individuals seeking reliable and ethical accounting services, the story of Aimlon CPA P.C. serves as a cautionary tale. It underscores the importance of integrity, professionalism, and transparency in maintaining trust and credibility in the financial industry.

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