Author: Service2Client

Why Your Business Needs a Vertical AI Agent: Top Benefits for Niche Markets

4 min read

Why Your Business Needs a Vertical AI AgentThe rise of artificial intelligence (AI) is continuously transforming how businesses operate, offering opportunities for efficiency, innovation, and growth. However, in an increasingly competitive landscape, businesses seek solutions tailored to their specific industries. To meet this demand for more tailored tools, vertical AI agents are emerging as key to staying ahead in the age of specialization.

What are Vertical AI Agents?

Vertical AI agents are designed to solve specific problems within industries in areas such as finance, retail, and healthcare. This differs from horizontal AI, which provides general capabilities across various sectors. Horizontal AI cross-functional applications such as marketing automation are applicable across different sectors. These horizontal AI solutions were witnessed in the early days of AI, when companies like Google, Microsoft, and Amazon created broad AI solutions. These solutions handle multiple tasks but are not optimized for any specific ones.

Vertical AI has been enabled by advancements in Large Language Models (LLMs), which now possess the capability to process complex, industry-specific data and automate complex tasks. These breakthroughs and the inefficiencies of outdated technologies in many industries have created a demand for specialized solutions. Additionally, some platforms simplify the creation and deployment of vertical AI by providing data management and customization tools. At the same time, businesses increasingly recognize AI’s potential to drive efficiency and competitive advantage.

Vertical AI agents are emerging as the next disruption in tech and are anticipated to dominate in 2025. With its market valued at $5.1 billion in 2024, the figures are projected to rise to $47.1 billion by 2030.

Some areas where vertical AI agents are used include finance to enhance risk assessment models and provide insights into market trends and investment opportunities.

Banking institutions are also deploying vertical AI agents to detect fraud in real-time and reduce manual intervention.

In retail verticals, AI agents help personalize product suggestions for customers.

It is important to note that the success of vertical AI precision depends on its ability to solve clear and specific problems. It leverages industry-specific data and domain expertise to deliver solutions that have better precision than general AI systems.

As such, some companies have begun building their own AI tools by using their datasets to create tailored solutions for their specific industry challenges.

Key Benefits of Vertical AI Agents for Niche Markets

  1. Increased operational efficiency – Frees human resources by automating complex and repetitive tasks to increase productivity. Employees have more time to focus on tasks that require creativity, strategy, or problem-solving.
  2. Enhanced accuracy and decision-making – Vertical AI agents are trained on vast amounts of industry-specific data. As a result, they deliver more accurate and consistent results. This reduces human error, which may have dire consequences in critical high-stakes fields such as healthcare and finance.
  3. Cost saving – automating tasks traditionally performed by large teams helps reduce costs. It lowers payroll expenses and minimizes operational costs. This enables companies to reallocate resources to innovation and growth rather than to routine tasks.
  4. Unlock new markets – traditional software solutions may struggle to penetrate niche markets. This is because of their complexity or unstructured data requirements. However, vertical AI agents handle these challenges effectively, opening up new revenue opportunities in previously underserved segments.
  5. Improved customer experience – vertical AI agents enhance customer interaction since they can provide personalized service and faster response time.
  6. Competitive advantage – businesses leveraging vertical AI agents have a significant competitive edge over competitors relying on generalized solutions.
  7. Driving innovation – vertical AI agents streamline operations and offer data-driven recommendations. This enables businesses to experiment and develop cutting-edge products and services. Ultimately, a business can maintain a competitive edge in niche markets.

Challenges and Considerations

Vertical AI agents have compelling benefits but also come with some challenges. A business must navigate the potential challenges during implementation. This includes integration with existing systems, data privacy concerns, employee resistance, and the need for ongoing human oversight. The good news is that with careful planning and a strategic approach, it is easy to overcome these challenges and fully realize the benefits of vertical AI.

Closing Thoughts

Automation has become a critical tool for businesses that want to remain competitive. As the demand for smarter and more efficient operations rises, vertical AI agents are emerging as a solution. These advanced AI solutions deliver targeted results by focusing on niche applications. As AI continues to advance, vertical AI agents will become more efficient and accessible, integrating with broader systems.

7 Ways to Start 2025 with Fresh Finances

4 min read

7 Ways to Start 2025 with Fresh FinancesHere we are in yet another new year. The obligations and celebrations are over. Chances are, you’ve spent a fair amount over the holidays and might need a plan to help kickstart 2025 with some actionable financial goals. Here are a few ideas.

Create a Budget

This one never gets old. Why? It’s one of the keys to successful budgeting. You can set up a budget for the year that includes essentials, entertainment, and nice-to-haves, aka your Wish Farm. Then place it in your planner or app – there are many good ones out there. In fact, there’s a TikTok trend called loud budgeting, where people openly discuss their financial goals on social media – why they do or don’t want to buy something. If this is your thing and it helps you stay on track, go for it! If not, a good old-fashioned planner works just as well.

Bucket Your Money

This is the next step after the aforementioned. Split your money into categories: food, rent/ mortgage, utilities, medical, entertainment, vacation, etc. Apps can help you parse out these groups. You might also set up separate banking accounts for some of the necessities so you’ll know to leave them alone and not dip into them, tempting as it may be.

Set Up Auto-Drafts

Let’s say you’re saving for your child’s college fund or a down payment on a car. When you create an auto-draft for a certain amount, you’ll never miss that deposit. If you need to tweak the amount during the year, do it. Here’s the bottom line: 1) You’ll learn to live on less, and 2) you’ll be on the way to making your dreams come true.

Look for Savings Deals

Don’t just settle for the interest rate your current bank is offering. There are many options out there to grow your money. But first, do you want to lock into a fixed rate? This can be useful for long-term goals, such as buying a property. Or do you want an easy-to-access account with the ability to withdraw cash for emergencies or short-term needs like birthday or wedding gifts? Shop around.

Cancel Seldom-Used Subscriptions

Scour your bank statement. Do you need all those online magazine subscriptions? How about newsletters you pay for – the ones you rarely read? Purge your subscriptions, then see how much you’ll save. If you’re so inclined, you could put these dollars toward a gym membership. January is when all the specials appear: zero joining fees, if not a seriously cut rate.

Start a Savings Challenge

Try putting away a small amount every month. Get in the habit of emptying your pockets or coin purse. Safeguard your coins in a mason jar, and then transfer them monthly into your savings account. The next month, increase how much you contribute. Pennies, nickels, dimes, and quarters add up! After a year, you might be surprised how much you’ve saved.

Decide on Goals

These can be small or large. It’s up to you. Spend some time thinking about what’s important. Do you want to remodel your house? Contribute to a beloved charity or cause? One resource you might want to consider setting up is an emergency spending pot. This is essential and sometimes overlooked. Regardless of what you decide, figure out your parameters: how much to set aside, how often, and by when. Having financial targets gives you something to look forward to. Best of all, when you achieve your goal, it’s an awesome feeling.

More often than not, New Year’s resolutions center on getting physically fit. But if you stay the course with your finances, you’ll most definitely be, wait for it … fiscally fit!

Sources

10 things you can do right now to start 2025 with fresh finances

https://www.msn.com/en-us/money/personalfinance/10-things-you-can-do-right-now-to-start-2025-with-fresh-finances/ar-AA1vnhyg

What is Innocent Spouse Relief?

4 min read

What is Innocent Spouse Relief?The word “innocent” in innocent spouse relief can be misleading. It doesn’t imply you’re perfect or blameless – it’s more about whether you knew or should have known about the tax issue. The IRS defines “innocence” in a specific way, and it hinges on the concept of reasonable ignorance. In short, the issue isn’t one of morality; it’s about whether you could have reasonably been unaware of a tax problem.

Innocent spouse relief allows you to avoid being held responsible for tax debts, penalties, and interest stemming from a joint tax filing. In the case that a spouse (or ex-spouse) made an error that led to a tax issue, regardless of intention, you may not have to shoulder the burden. Say your income wasn’t reported, excessive deductions were claimed, or tax fraud was committed. If you meet the IRS criteria, you can request relief by submitting Form 8857.

Qualifications for Innocent Spouse Relief

To qualify, you must meet several conditions.

  • Joint Tax Return: The tax liability must arise from a joint return. When you file together, both spouses are equally responsible for any tax issues that arise.
  • Tax Underreporting: The tax issue must stem from underreported income or an incorrect claim for deductions or credits. This could involve unreported income (like from offshore accounts) or fraudulent deductions made by your spouse.
  • Lack of Knowledge: You must show that, at the time of filing, you were unaware of the problem and had no reason to suspect it.
  • Unfair Responsibility: Lastly, it must be deemed unjust to hold you liable. The IRS looks at factors such as whether you benefited from the underreported taxes (e.g., through extravagant spending) or if you’ve divorced.

What Doesn’t Qualify for Innocent Spouse Relief?

Not all cases involving a spouse’s financial mismanagement qualify for relief. The IRS may reject your claim in the following situations:

  • Awareness of the Mistake: If you knew about the issue or should have known, you won’t be eligible for relief. Simply stating that you didn’t read the return won’t suffice. The IRS expects you to recognize obvious errors if you have access to the relevant information.
  • Divorce Doesn’t Automatically Provide Relief: Divorce alone doesn’t eliminate your liability for tax debt. Joint returns create shared responsibility, and being separated or divorced doesn’t mean the IRS will automatically release you from this obligation. You must prove your innocence through the relief process.
  • Disagreements Over Personal Spending: If your spouse’s spending decisions are something you disagree with, the IRS will not consider it a tax issue unless it involves unreported income or fraudulent deductions. The IRS focuses on tax matters, not marital conflicts over financial choices.

Pros and Cons of Filing

Advantages include:

  • Avoid Financial Hardship: Tax liabilities, along with interest and penalties, can be overwhelming. Innocent spouse relief can protect you from these financial burdens.
  • Clear Your Name: If you’ve been unfairly tied to a tax issue you didn’t cause, the relief process can help remove you from the responsibility.
  • Peace of Mind: Successfully claiming relief can bring emotional relief, especially if you’ve gone through a challenging marriage.

Potential drawbacks are:

  • No Guarantee of Approval: The IRS does not grant relief easily. You’ll need to provide strong evidence, and the process can be lengthy and difficult.
  • Time Limitations: You generally must apply for relief within two years of the IRS starting collection efforts. Missing this deadline could result in losing the opportunity for relief.
  • Invasive Process: The IRS will closely examine your financial and personal life, including details about your marriage and finances, which could feel intrusive if you value your privacy.
  • Possible Strain on Relationships: If you’re still married, filing for relief could cause tension, as it might be seen as blaming your spouse for the tax issue.

Conclusion

To request innocent spouse relief, you’ll need to file Form 8857. Be prepared to provide details about the tax years involved, explain why you didn’t know about the issue, and any supporting documents (like bank statements, emails, or divorce decrees.

After submitting the form, the IRS will notify your spouse or ex-spouse, who will have a chance to respond by a specific date.

How Reporting Might be Less Complex in 2025

4 min read

How Reporting Might be Less Complex in 2025A Dec. 3 proposal from FASB’s Accounting Standards Update (ASU) might provide some flexibility for private businesses and select nonprofits. “Financial Instruments – Credit Losses (Topic 326)” looks at measuring credit losses for contract assets and accounts receivable for these entities.

When it comes to determining projected credit losses for current accounts receivables and current contract assets, businesses face immense resource needs and reporting requirements, including for assets acquired prior to the publication dates of financial statements.

With public comments being received through Jan. 17, 2025, industry professionals have reported that when it comes to gauging projected credit losses for current contract assets and current accounts receivable, there’s a massive undertaking and validation necessary for assets collected prior to financial statement issuance dates. Industry professionals argue that being able to factor in collections post-balance sheet date in calculating expected credit losses would reduce the complexity for preparers, whereas, for third parties, including investors and others who utilize financial statements, it would provide them with valuable data.

FASB proposed an amendment to ASC 326 207 to allow private companies and certain not-for-profit entities to employ a more flexible and efficient way to better gauge their projected credit losses for current contract assets and accounts receivable that originate from transaction accounts under ASC 606.

Working with the Private Company Council (PCC) to look at stakeholders’ concerns that estimating projected credit losses can be exorbitant and complicated for financial proceedings, FASB is soliciting comments on whether or not to expand the scope of entities included for ASU standards, along with different asset classes.

Current Criteria

According to ASC 326-20, when expected credit losses are estimated by entities, an entity must evaluate their ability to garner cash flows via the lens of contemporary economic circumstances, rational and documented projections, and past losses. Past losses may need to be fine-tuned to approximate project credit losses if past circumstances change from present conditions or from well-ground estimates and documented projections. Another consideration when formulating credit loss projections is that entities aren’t required to factor in collections obtained post-balance sheet date.  

Proposed Additions

When it comes to the proposed additions, FASB speaks to a practical expedient and an accounting policy election. The practical expedient concerns an entity’s well-grounded, data-dependent projections. If an entity chooses the practical expedient, it would be able to factor in collection activity beyond the balance sheet date when projecting expected credit losses.

Practical Expedient

To formulate projections that are rational and based on verified accounting details, this so-called practical expedient can be chosen by the entity that assumes its present balance sheet conditions will last for the entire projection time frame. Choosing a practical expedient also implies that an entity’s accounting policy will factor in collection activity past its balance sheet date when gauging expected credit losses. Specifically, under 326-20-30-10C for the practical expedient, during the projection time frame, an entity will maintain the exact circumstances of the balance sheet throughout the rational and data-based projection period.

If a business, for example, has determined a particular client is facing monetary challenges, it would account for its client’s financial issues through projections of estimated expected credit losses for said client, even though it has not impacted the business’ historical loss experience or if the business is up to date as of the balance sheet date.

Accounting Policy Election

Per 326-20-30-10E, when a practical expedient from 326-20-30-10C through 30-10D is chosen by entities for their accounting policy election when projecting credit losses, it signals that the entity factors in collection activity after the balance sheet date, but prior to the date of financial statement issuance. If an entity uses one or both of the practical expedient and/or accounting policy elections, disclosure is mandatory.

Conclusion

Lastly, such advice would be administered on a forward-looking basis, and both of these entities (PCC and FASB) will make the ultimate findings and guidelines of the implementation dates once industry professionals’ comments are considered. However, entities will likely be able to utilize these guidelines sooner.

For eligible companies, these standards could provide greater flexibility and the ability to divert resources to more productive allocations.

Tips for Tax Season

4 min read

Tips for Tax SeasonWhether you file your income tax return early or at the last minute, there are ways to simplify the process and reduce what you owe – or even increase your refund – before the deadline.

Filing Simplification Tip

Once you receive your W-2 and/or 1099 tax forms, see what income tax bracket you fall under to determine whether you should itemize expenses or take the standard deduction. Thinking about this step first can save you a lot of time. If you don’t come near the standard deduction amount, you will not be itemizing expenses. And if you are not itemizing expenses, you won’t have to gather all the receipts (e.g., mortgage interest, property tax, state and local income taxes, and sales tax paid in 2024).  

2024 Tax Season Income Tax Brackets

 
Single filer Married filing separately Married filing jointly (includes qualifying widow/er) Head of Household Tax Rate

$0 to $11,600 

$0 to $11,600 

$0 to $23,200 

$0 to $16,550 

10%

$11,601 to $47,150 

$11,601 to $47,150 

$23,201 to $94,300 

$16,551 to $63,100 

12%

$47,151 to $100,525 

$47,151 to $100,525 

$94,301 to $201,050 

$63,101 to $100,500 

22%

$100,526 to $191,950 

$100,526 to $191,950 

$201,051 to $383,900 

$100,501 to $191,950 

24%

$191,951 to $243,725 

$191,951 to $243,725 

$383,901 to $487,450 

$191,951 to $243,700 

32%

$243,726 to $609,350 

$243,726 to $365,600 

$487,451 to $731,200 

$243,701 to $609,350 

35%

$609,351 or more 

$365,601 or more 

$731,201 or more 

$609,351 or more

37%

2024 Tax Season Standard Deductions

Single filer and married filing separately Married filing jointly (includes qualifying widow/er) Head of Household

$14,600

$29,200

$21,900

Retirement Saving Tips

It’s not too late to contribute to an IRA. Both the traditional and Roth IRAs allow you to make contributions for 2024 up until the tax-filing deadline of the following year – which this year is Tuesday, April 15. The advantage to this later deadline is that you can complete your taxes before they are due, then adjust them to reduce your tax liability if needed by contributing to your IRA. The total maximum contribution you can make to all of your IRAs combined (both Roths and traditional) is $7,000 for 2024 or $8,000 if you are 50 years or older.

However, if you have a Roth IRA, there are restrictions to contributions based on your 2024 income. You may make the maximum contribution to your Roth only if your 2024 modified adjusted gross income (MAGI) is less than a certain threshold.

Filing Status MAGI Contribution amount

Single and Head of Household filers

Below $146,000

Between $146,001 and 161,000

Above $161,000

$7,000/$8,000 (age 50+)

Phased (IRS Worksheet 2-2)

Nothing

Married filing jointly

(includes qualifying widow/er)

Below $230,000

Between $230,000 and $240,000

Above $240,000

$7,000/$8,000 (age 50+)

Phased (IRS Worksheet 2-2)

Nothing

Be aware that the amount of deduction you can claim for a traditional IRA contribution may be limited if you or your spouse are covered by a retirement plan at work.

Filing Status MAGI Deduction amount

Single and Head of Household filers

$77,000 or less

Between $77,000 and 87,000

$87,000 or more

Full deduction

Partial (IRS Worksheet 1-2)

None

Married filing jointly

(includes qualifying widow/er)

$123,000 or less

Between $123,000 and 143,000

$143,000 or more

Full deduction

Partial (IRS Worksheet 1-2)

None

Married filing separately

Less than $10,000

$10,000 or more

Partial (IRS Worksheet 1-2)

None

If you make a traditional and/or Roth IRA contribution by the April 15 deadline, you may qualify for the Retirement Saver’s Credit (also available if you contributed to an employer plan by Dec. 31, 2024). The maximum credit is $1,000 ($2,000 for married couples), and it can increase your refund or reduce the tax you owe. However, the saver’s credit is subject to other deductions, credits, and income restrictions.

Filing Status MAGI

Single and Married filing separately

up to $57,375

Married couples filing jointly

(includes qualifying widow/er)

up to $76,500

 

Head of Household Filers

up to $57,375

Work with an experienced tax preparer to take advantage of legitimate deductions and credits to ensure that you only pay what is required for your situation.