Posts in category: Advisory

Natural language processing (NLP) is a technology that allows computers to understand and process human language. Processing of natural language is necessary when you want an intelligent device to follow your instructions. NPL is an artificial intelligence (AI) component with many real-life applications.

As technology advances, business leaders have to figure out how to tap into the new trends to remain relevant, stay ahead of the competition, and meet consumer expectations and needs.

How NLP Works in Brief

NLP involves making computers perform tasks with the natural language humans use. The input and output can be spoken or written text. NLP combines computational linguistics – rule-based modeling of human language – with statistical, machine learning, and deep learning models.

NLP aims to build machines that understand and react to text or voice data and then similarly respond with text or speech as humans do. Examples of NLP in real life include voice-operated GPS systems, personal assistant apps, speech-to-text dictation software, and customer service chatbots.

As businesses seek better ways to improve efficiency, NLP is one technology promising huge rewards for enterprises dealing with vast quantities of unstructured text. In accounting, unstructured data include transaction descriptions, invoices, written communication, etc.

The use of NLP is growing significantly in enterprise solutions designed to help streamline business operations. Large companies such as Deloitte, Ernst & Young (EY), and PricewaterhouseCoopers (PwC) have implemented various NLP solutions. A good example is Deloitte, which incorporated NLP into its Audit Command Language to improve contract compliance.

How NLP Can Improve the Efficiency of Accounting Processes

Areas in which NLP helps improve efficiency include:

Forensic Investigations
When CPAs want to perform forensic investigations, they have to deal with significant amounts of data from documents such as bank statements, transaction data tables, and data found in emails or deposition transcripts. Analyzing all the data as they try to look for specific patterns or gain insights is challenging. However, the application of NLP can be helpful in the investigative analysis process. NLP using algorithms can identify patterns automatically and reduce the time it would have taken to analyze the documents.

Accounting and Auditing
Auditing is challenging due to the process of reviewing financial statements and ensuring they match regulations and legal standards. Auditors must have excellent analytical and decision-making skills to spot inaccuracies in financial statements. However, NLP helps to optimize the auditing process.

Financial Analysis and Automated Generation of Financial Reports
NLP can automatically extract financial data from balance sheets, income statements, and cash flow statements. This can cut down on time and error-prone work. At the same time, it can obtain insights from massive financial data sets and financial reports. This enables accountants to make data-driven decisions and quickly identify trends and patterns in the data; hence, making it easy to guide clients on investments and household finances.

Automated Data Entry
NLP can be used to extract data automatically from unstructured text documents, including bills and receipts. It also can be used to automate the entry of data from tax documents and input it into accounting systems. This can cut down on time and error-prone work.

Improve Centralized Data Management Solutions
Incorporating NLP in accounting and procurement helps improve the ability of a centralized data management system to collect and integrate data from different sources. This enables standardization and collaboration. Additionally, the data provided has higher-quality insights. As a result, there is better financial planning and improved risk assessment and management.

Customer Interaction
NLP can be used to enhance the effectiveness of customer interaction. This is done by automating the procedure for responding to client inquiries such as concerning invoices, payments, and account balances.

Conclusion
Natural language processing is proving to be a powerful technology that can help improve the efficiency and effectiveness of accounting processes. As it continues to evolve, it will likely become an increasingly important tool for accountants and other financial professionals. Most importantly, these advanced technologies take care of manually reviewing unstructured data. This helps businesses scale and – at the same time – reduce costs.

So, we’re a month into 2023 and the sheen might’ve dulled from all your shiny, New Year’s resolutions. Though diet and exercise are the top things you might want to change, there’s one you might not need to touch – your budget. Here’s a discussion about who does and doesn’t need to revamp their finances.

Who Needs a New Budget?

Budgets are always a good idea. They help you save money and pay off debt. But only a few folks need to create a new one. According to Annette Harris, founder of Harris Financial Coaching, you need a new budget if you are:

• Unable to keep up with expenses
• Falling behind on debt payments
• Borrowing money from others
• Relying on credit cards
• Using payday lenders

But on the flipside, some positive life events may also call for a fresh look at your budget:

• Buying a house
• Planning home improvements
• Sending a child to college

Now, if you’re debt-free, saving and investing, then a new budget probably won’t provide much value. Further, Harris says that if you don’t have children that you’re putting through college, don’t have any upcoming big purchases, continue to spend wisely and build your net worth, don’t bother changing what you’re already doing. In other words, of it’s not broke, don’t fix it.

The Stigma Around the ‘B’ Word

That would be “budget.” Jesse Mecham, founder of the app You Need a Budget aka YNAB, has a good explanation about why this is so. He says that this very term (budget) is among the reasons that people don’t follow through with setting one – and sticking with it. He says that generally, people think it means restriction, deprivation or diet. What you need, he says, is a shift in perspective. If you think about a budget being a plan for intentional spending, no matter what year it is, you always want to be intentional. Makes good sense, right?

Some Budgets Might Even Cause Harm

Dana Miranda, founder of the “budget-free” financial ed website Healthy Rich, believes that budgets can do more harm than good. She says that people inevitably feel like they’re failing and aim for a fresh start at the beginning of the year; but no amount of recommitting to budgeting can make the realities of your life fit into the unrealistic restriction of a budget. Miranda says when people are stressed about money, they budget. When they succeed, it’s great. But when they fail, they feel like a failure and, consequently, are even more stressed. Much like dieting.

Alternatives to Budgeting

Here are three other ways to get a handle on your finances in the New Year.

Track Your Goals

We’re not talking about counting every dollar, but focusing on goals. Instead of not overspending, eating out less or avoiding online shopping, find areas in your budget that can help you accomplish your goals – one at a time. For instance, if you want to save for college for your kids, buy an investment property, or create a vacation fund, set up a tracker with a defined timeline and work toward that. It’s easier to narrowly focus on one important goal than on everything all at once.

Create an Annual Budget

This is in contrast to a monthly budget. This helps you accommodate for variables – life stuff – that inevitably come your way and knock you off course. According to Harris, take time to map out monthly costs, travel plans, and home renovations, along with any one-time and variable recurring costs. The bills you pay regularly are easy to anticipate; it’s the ones you don’t that will throw you a curveball.

Look at Your Relationship With Money

Ask yourself things like:

• Do I find joy in the way I make money?
• Are the commitments I made (like a monthly savings amount) still working for me?
• Am I achieving what I want?
• Am I at peace with the way I spend?

Harris says self-awareness found through journaling, meditation, yoga, and prayer are great ways to harness conscious spending. They contribute, she says, to helping you become more intentional with the way you spend.

No one is perfect. Everyone makes mistakes. However, with a few helpful hints like these, you can get better and better every day.

Sources

https://www.forbes.com/advisor/personal-finance/new-budget-new-years-resolution/

2022 Consumer Saving & Spending Behaviors (bankofamerica.com)

Technology advancement has brought about great digital transformation. Unfortunately, this has come with a global tech talent shortage. IT executives highlight the shortage as a huge barrier to the adoption of emerging technologies, as reported by this Gartner study.

It is estimated that the demand for tech talent will keep increasing, and this could result in an estimated 85 million global talent shortage by the year 2030. Therefore, companies need to rethink their approach to hiring and retention.

Reasons Behind the Tech Talent Shortage

It is worth trying to first understand what is causing the tech talent shortage. A few of the reasons that have led to the shortage include:

• Advances in technology – Technology is advancing at a high speed, requiring workers with skills to match the new technology. Unfortunately, the tech education system can’t keep up with the speed, hence a shortage of people with the required skills.
• The great resignation – This became a buzzword with work from home that came with the Covid pandemic; unfortunately, even after the pandemic, people are still leaving their jobs. A survey by TalentLMS and Workable found 72 percent of employees working in tech are considering quitting their jobs or exploring other opportunities.
• High demand for tech talent – There has been an increase in the demand for tech workers in recent years as more businesses and industries turn to technology for daily operations. New technology creates new roles such as data professionals, data security specialists, and software engineers among others that are highly competitive.
• Challenges in training and development – some companies might not have the resources and time to invest in employee development.

Business Challenges of IT Talent Shortage

Businesses are feeling the effect of the tech talent shortage, especially when it comes to digital transformation. Emerging technologies such as robotic process automation (RPA), artificial intelligence, blockchain and augmented reality that promise to keep a business ahead of its competition require skilled workers.

Hiring new talent or reskilling employees also comes at a cost, and companies struggle to fill positions. On the other hand, failing to have skilled employees results in unrealized annual revenues.

As a result, businesses of all sizes find themselves failing to develop projects on time and hence fail to meet deadlines. In other cases, the existing employees end up overburdened with too much work, and this may lead to them quitting. Eventually, a business experiences slow innovation and slow growth.

How to Handle the Tech Talent Shortage

A few strategies to help address this issue include:

• Investing in employee development and training

Providing ongoing training and development opportunities for current employees can help them acquire new skills and knowledge. This will not only make them more valuable to your organization, but also less likely to leave.

• Attract top talent through a strong employer brand

Building a strong employer brand can help in attracting top talent to your organization. This can involve highlighting your company’s culture, values, and mission, as well as offering competitive compensation and benefits packages. A good reputation will also help attract new talent.

• Partnering with educational institutions

A company may also partner with local colleges and universities to gain access to a pool of talented students who are looking for internships or entry-level positions. Additionally, setting up mentorship or internship programs helps build a pipeline of talent for your organization.

• Increase recruitment efforts

Sometimes it might be difficult to find the right talent, which makes it necessary to increase recruitment efforts. This could involve working with recruitment agencies, posting job openings on job boards and social media platforms, and attending job fairs and industry events.

• Consider hiring remote workers

Even with all efforts in place, it may still be difficult to find the right talent in a business location. Today, technology has enabled people to work remotely. This offers access to a larger pool of candidates and also can help attract top talent from other parts of the country or even the world. It is also possible to work with freelancers or contractors to fill specific skills gaps on a project-by-project basis.

• Enhance the recruitment process

An inefficient recruitment process will cost the company good talent. Therefore, any poor communication or delayed communication will affect talent acquisition. A company might need to streamline its recruitment process.

Final Thoughts

The global tech talent shortage is already negatively affecting businesses. Since the shortage is expected to rise, business leaders need to decide on the best way forward so they are not left behind in digital transformation. A good decision should fit business goals whether choosing to hire internal talent, remote workers, or outsource technology needs.

Believe it or not, the year is coming to a close. If you want to finish strong and set attainable goals for 2023, here’s a handy, actionable checklist to help you navigate upcoming expenditures.  

Review Your Spending and Create a Budget

This might seem like Finance 101, but it’s a tried and true method that works. Take a look back to see where your money went. When you’ve evaluated your patterns of spending, you can reset priorities for the New Year, assuming you want to make changes. If you do, sit down and create a budget. Your tax professional will probably have a downloadable tax planning guild so ask them first, but here’s an example of a family-friendly free, downloadable template to get you started on your 2023 plan. 

Rethink Your Savings

If you already have a healthy amount in savings, congrats. Make sure it’s an account that’s interest-bearing and you have the best rate. However, if you had to dip into your emergency savings, then chart a course to replenish it. If you don’t have an emergency fund, it makes good sense to start one. A smart rule to consider is having six months of income saved up, should your heater go out, you experience a sudden job loss, or suffer unforeseen medical expenses that your insurance doesn’t cover. A no-nonsense way to begin is to automate a certain amount each month that will be deducted from your paycheck. You’ll begin to accumulate money in no time. Best of all, you’ll never miss it.

Evaluate Your Debt

Have you made progress in paying it down? Or have you gone the other way?  If you’ve eliminated your debt, once again, congrats. If you’ve increased your debt, don’t despair because there are some easy ways to cut expenses. Slow down on eating out. Review your subscriptions and see which ones you really need. Here’s a list of more areas to consider. Another way to get rid of the shackles of debt is to apply for a consolidation loan. You might also use the debt snowball method—starting with the smallest debt and working your way up to the largest. Or the inverse, the debt avalanche, where you pay off high-interest rate balances first. 

Contribute to Your 401(k) by Dec. 31

You still have time to do this, but make sure it happens before the clock strikes midnight on Dec. 31. If you’re fortunate enough to receive a year-end bonus, you might want to put as much of it as you can toward your 401(k) plan. For the New Year, increase the amount you’re contributing. Just one or more percentage points higher can make a big difference. Finally, if your company offers a match that you have yet to take advantage of (read: max out), do so before it’s too late. 

Consider a Roth Conversion

If you’ve experienced a loss of income this year, you may be in a lower tax bracket. This means you can take advantage of your situation by converting some of your pre-tax assets like a Traditional IRA into a Roth IRA. If you’ve earned too much to convert to a Roth IRA, a back-door Roth IRA contribution might be the way to go. Here’s how you do it: Deposit money into a non-deductible Traditional IRA, then convert that IRA into a Roth IRA. But before you do anything at all, consult your tax advisor, as there are potential costs and tax liabilities that might come up.

Check your FSA Balance

An FSA (Flexible Spending Account) is a great benefit if your employer offers it. However, check your balance to see how much you have left because the rule is: Use it or lose it. That said, many companies offer a grace period until mid-March to spend what you have left, though not all do. Make sure to inquire about the rules of your account before the New Year.

Get a Free Credit Report

When was the last time you checked your credit? If you haven’t done so, now’s a good time because looking back can help you plan ahead. Here’s a great place to get a free report. If you notice any errors or discover any identity theft, you can immediately take steps to correct them and start with a clean slate for 2023.

While taking care of financial matters at the end of the year can be a love/hate kind of thing to do, if you spend a little time now, the coming days might be substantially merrier and bright.

Sources

https://www.bankrate.com/personal-finance/end-of-year-financial-checklist/

https://www.bankrate.com/retirement/what-is-a-backdoor-roth-ira/

By 2021, there were 20,000 warehouses in the United States and growing, according to the United States Bureau of Labor Statistics (BLS). With more warehouses expected to pop up in 2022 and beyond, one important consideration for businesses of all sizes is to keep track of their inventories. With different tracking and valuation methods, it’s important to understand how they work and what they can tell business owners.

Before inventory can be valued, it’s imperative to understand how it can be expressed mathematically:

Ending Inventory = Starting Inventory + Net Acquisitions – Cost of Goods Sold (COGS)

Now that inventory is better defined, understanding different approaches to inventory valuation are essential to keeping track. The first type of inventory valuation is referred to as FIFO or First In, First Out. This means that businesses sell their earliest produced inventory first and new inventory last. 

Assume a company produces 500 widgets on day 1, costing $2 per widget. The same company then produces 500 widgets on day 2, costing $2.50 per widget. This method says that if 500 widgets are sold over the next week, the cost of goods sold (COGS), derived from the Income Statement, is $2 per widget because that’s how much the first 500 widgets cost to produce for inventory. The remaining widgets, 500 widgets at a cost of $2.50 per unit, would be accounted for under the ending inventory on the balance sheet. 

One consideration, especially in an inflationary environment, for remaining inventory on the balance sheet is that a business might see a higher tax obligation. This is likely to occur because of higher net income due to a lower cost basis from the older inventory when assessing the COGS. Newer, more expensive inventory will naturally lead to a lower tax basis, especially if inflation falls and the retail cost is mitigated by decreased demand.

The next option is referred to as LIFO – or Last In, First Out. This means that businesses sell what they’ve produced first, then move on to the older inventory. If any inventory is left at the end of the accounting time frame, it’s accounted for accordingly. Assuming the same 500 widgets were sold in the particular accounting period, the time frame’s COGS would be $2.50 per widget, with the 500 widgets left over in inventory valued at the $2 per widget cost.  

One important caveat to this type of valuation concerns inventory that’s perishable or becomes obsolete quickly (cell phones, televisions, etc.). It is not an effective method because the product will either spoil or become worth next to nothing due to highly competitive industries. For this approach, using the most recently produced goods first would lend their COGS basis to be higher. In one respect, the higher COGS basis can lower profits, but can also offset taxes due to the same effect. The third type of inventory valuation is referred to as Average Cost. This method is a way to blend LIFO and FIFO, which takes the average of inventory across all production and storage timelines. This approach averages costs in proportion to the number of widgets produced in each run, then calculates the mean cost to determine the ending inventory and COGS figures. 

Therefore, the average cost for inventory using this method would be $2.25 per widget.

With different types of inventory valuation explained, there are considerations that businesses should be mindful of for each approach. This can make a difference to those running the company and potential investors and lenders contemplating investing in or loaning the company money.

Data has become a primary asset for businesses today. Consequently, the survival of a business in our data-driven environment is highly dependent on the ability to have total control over data storage, extraction, and manipulation.

As businesses continue being bombarded with vast volumes of data, datafication has become a big trend that provides a solution to turn data into quantifiable, usable, and actionable information. 

What is Datafication? 

The term datafication was coined by Kenneth Cukier and Victor Mayer-Schöenberger in 2013 when they explained it as the transformation of social actions into quantifiable data.

Today, much data is collected at the point of contact with any technology device. Aside from data such as text, images, and numbers, there are logins, passwords, device activity logs, clicks, interaction times, and more. Datafication helps translate all of these human activities into data, which is then repackaged in a form that offers value.

In business, datafication means converting every activity of a business model into actionable data. This has been enabled by a rise in technologies such as artificial intelligence, machine learning, big data analytics, and predictive analytics. 

It’s worth noting that datafication is not the same as digitization. While datafication is about taking all aspects of life and turning them into a data format, digitization involves converting analog content, such as images and text, to a digital format.

Examples of Datafication in Real Life

There are various ways datafication has been applied in real life, including:

1. Social media platforms – a lot of data is found on social platforms through profile updates, preferences, reactions, comments, and posts. Such information is used for customer profiling.
2. Ad personalization – tech giants such as Facebook, Google, Apple, and Amazon are already using collected data in their storage to personalize their ads and target potential customers.
3. In customer relationship management – data collected through language and tone in emails, social media, and phone calls are used to understand customer needs and wants as well as buying behavior and personalities.  
4. Human resources – HR uses data obtained from social media or mobile apps to discover characteristics and personalities when looking for potential employees. They also use the data to assess employee productivity. This means that it may no longer be necessary to take personality tests, as the collected data can be analyzed to check if a person matches the company culture and role for which he applies.
5. Insurance and banking – understanding the risk profile of a customer applying for insurance or a loan, as the data is used to assess the client’s trustworthiness. 

Datafication for Competitive Advantage

With the above use cases, it is evident that businesses can leverage datafication to help improve operations, thereby increasing productivity and revenue.

For instance, collecting real-time customer feedback can help improve products and services. Additionally, it becomes easy to determine and predict sales by analyzing data from social platforms such as Facebook, Instagram, and Twitter.

The information collected from social media, emails, and other digital platforms is then used to create personalized campaigns, effectively targeting the most interested audience.

How Businesses Can Implement Datafication

Any trending technology that presents benefits to a business comes at a cost. Luckily, cloud computing eases datafication for businesses as they don’t have to worry about acquiring necessary hardware and software. With readily available software as a service (SaaS) or platform as a service (PaaS) technologies, businesses need only to define the goal they want to achieve with the data collected.

The main concern of a business remains the proper implementation of datafication. To begin with, it is best to ensure that the right technology – such as mobile devices, voice assistants, wearables, and IoT – is used.

Next is to use appropriate platforms. Using the right platform will help effectively extract data that a business needs. Such platforms should also analyze massive amounts of data and produce reports that enhance decision-making. 

Another critical factor is to have a centralized repository where all authorized people in the organization can access the data.

Finally, it’s crucial to have skilled professionals in data infrastructure, data management, and data analytics to evaluate and manage the data. This could either be an in-house team or outsourced.

Conclusion

Businesses that wish to remain relevant must consider datafication as part of their digital strategies. However, as datafication enters digital transformation, its successful implementation will require attention to data protection through adhering to legal requirements, technical measures such as access control, and best business practices.

There’s no better time than the holidays to show your employees and your clients how much you appreciate them. Here are five simple steps to help you craft the perfect email in no time.

Decide on the Audience and Purpose

Before you begin, determine who will be your recipients. For instance, if you’re writing to your team, it will be a bit different than writing to your clients. However, no matter who you are addressing, you’ll probably want to start by expressing your gratitude. After that, you can further refine your message. If it’s to your employees, acknowledging their hard work and dedication is a great place to start. After that, you might tout the many wins you’ve all experienced over the year. If you’re writing to your clients, you might want to share how great your partnership has been recently and that you’re hoping for an even better year ahead.

Keep it Brief

When expressing a seasonal message, less is more. Take time to think through exactly what you want to say. A good way to begin is to write what you want to say imperfectly. Get the thoughts out – it’s okay if it’s too long. Then come back and refine and cut. But be sure to give yourself enough time to do so. Few things are as challenging as trying to write a great message in a hurry.

Personalize Your Message

Craft your message as if you were talking to an individual, as opposed to a group. You don’t want it to be stuffy or overly corporate. Think about what you’d like to hear. Put yourself in the recipient’s place. Even if you feel your audience is more on the formal side, the holidays are the right time to be transparent and real. No one wants to receive a message that feels forced or fake.

Proofread Your Text

This is critical. Read every single word, and do it out loud. This works. Why? When you don’t do this, your brain fills in missing words. When you speak the words you wrote, you’ll instantly discover your mistakes. Imagine sending a holiday message that says, “Season‚ Gratings!” Of course, you’d never do this, but this is hyperbole to make a point.

Choose a Clear Subject Line

Straightforward, concise, and professional is what you want to aim for. A few simple examples are:

• Sending You Warm Holiday Wishes
• Season’s Greeting From [Company Name]
• Wishing You a Wonderful Holiday Season

However, you can always be more creative and weave in something that happened over the year that will resonate with the audience, something that is specific either to your company’s culture or the culture of your client.

At the end of the year, as crazy as things can get with schedules, parties, and shopping, it’s always nice to open your inbox and receive a message that warms the heart. These days, with everything that’s going on around us, it can make a world of difference.

Sources
https://www.indeed.com/career-advice/career-development/happy-holidays-email