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How AI will change the ways financial advisers manage your money

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How AI will change the ways financial advisers manage your money

Innovation in financial advice is sometimes met with this feeling of existential anxiety from financial advisers who worry that new technology will negatively affect their jobs — or at the very least, reduce their value. We’ve experienced this hype cycle repeatedly in financial advice, as fledgling technologies tend to create anxiety for advisers by automating or modifying legacy processes and services they historically managed.

While the concerns around job security are understandable, advisers can’t let that unease cloud the good that technology has brought to the advice industry — especially the ways it’s enhanced how advisers serve their clients. Technology has helped lower advisers’ costs and overhead by delivering efficiencies, including streamlining client onboarding and portfolio construction. And it has fundamentally improved their ability to deliver a more personalized experience for clients — cementing the durable value of coaching and guidance from human advisers. 

Fast forward to today, and the technology driving headlines is generative AI. This rapidly evolving technology has the promise and potential to change the ways we interact with nearly everything, including financial advice. As GenAI becomes prevalent in technology solutions across the industry, advisers would be well-served to consider its meaningful benefits and the accompanying risks, instead of viewing it as a fad or threat.  

Evaluating GenAI’s potential for advisers

There are many ways GenAI can provide value, but for advisers, most notable are the ways in which the technology can help streamline and augment administrative tasks. Here are three time-scaling benefits GenAI can provide advisers so they can prioritize more valuable tasks to help their clients reach their goals:

1. Content generation: GenAI can lend a hand with content generation for the routine communications that advisers often spend their time agonizing over — helping deliver personalized communications like standard client check-ins, meeting reminders and market updates.

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2. Knowledge management: Another of GenAI’s core use cases for advisers is in synthesizing and distilling a lot of information quickly. For example, GenAI can summarize comparisons between products, helping advisers make educated decisions more quickly for their clients. And rather than spending hours parsing through projections, lengthy annual reports and commentary to understand the latest market conditions or outlook, advisers can use GenAI to immediately summarize key takeaways and translate those insights into value for clients. GenAI can even help to distill prior client correspondence into more easily digestible notes and prompts as advisers prepare for upcoming meetings.   

3. Code generation: Just as GenAI can help develop and draft routine content, it can also generate web-page coding, helping advisers upload content on their websites for clients more quickly. And for larger advisory firms, GenAI-assisted code generation can help advisers and their software developers expedite custom technology solutions that assist with client onboarding and back-office tasks like data analysis, trading and operations. It can also support their ability to more seamlessly integrate internal systems for CRM, trading and portfolio management. 

Evolving technology has its risks

GenAI carries several risks if left unchecked, further reinforcing the importance of having a human adviser in the loop. While the time-scaling benefits of GenAI are attractive, advisers must have a framework in place to address risks, both to protect their practice and to safeguard private client information. 

One risk, for example, is jumping into a GenAI-focused partnership without conducting sufficient due diligence. We’ve witnessed explosive growth in GenAI technology, and new tools and platforms are popping up every day that may, at face value, seem like a good fit. It’s critical that advisers develop guidelines to vet potential partners and their technology, focusing on expertise, experience, client set and information-security measures. 

Another important risk advisers will need to guard against is any lack of awareness around the parameters of the GenAI platform they’re operating in. GenAI technology can be private, but some platforms are open to the public — like ChatGPT, for example — and advisers should consider oversight measures to ensure no confidential, proprietary or client information is shared. 

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Lastly, advisers should develop processes to spot risks related to hallucinations and biases. Hallucinations can occur when AI is prompted to provide a response to a question it hasn’t been trained to answer. Instead of not answering the question, AI can hallucinate and provide an incorrect response that sounds convincing. Additionally, GenAI tools can also suffer from racial and gender biases. For example, GenAI could recommend a lower investment-risk tolerance for women regardless of their actual appetite for risk. It is crucial that advisers understand the source data behind the AI they’re using, and have plans in place to check against unexpected hallucinations and biases that may perpetuate prejudices or stereotypes.  

With GenAI, advisers can more effectively manage their time — their most scarce and valuable asset — and devote more energy to creating personalized experiences and building deeper relationships with clients. Vanguard research shows that relationship-oriented services are a key differentiator in delivering value for clients, and that value increases as advisers establish emotional trust. Advisers who welcome technology and incorporate it judiciously have the potential to deliver better results for clients. 

Lauren Wilkinson is a principal at Vanguard and chief information officer for the firm’s Financial Advisor Services (FAS) division.

More: Saving too little? Spending too much? How to know if your money worries are rational (or not).

Also read: A rude awakening: Lack of financial literacy hurts the young. What about older people?

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Will Trump’s US$200 Billion MBS Purchase Directive Reshape Federal National Mortgage Association’s (FNMA) Core Narrative?

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Will Trump’s US0 Billion MBS Purchase Directive Reshape Federal National Mortgage Association’s (FNMA) Core Narrative?
In early January 2026, President Donald Trump directed government representatives, widely understood to include Fannie Mae and Freddie Mac, to purchase US$200 billion in mortgage-backed securities to push mortgage rates and monthly payments lower. Beyond its housing affordability goal, the move highlights how heavily the administration is leaning on government-sponsored enterprises like Fannie Mae to influence credit conditions and the mortgage market’s structure. With this large-scale…
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Holyoke City Council sends finance overhaul plan to committee for review

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Holyoke City Council sends finance overhaul plan to committee for review

HOLYOKE — The City Council has advanced plans to create a finance and administration department, voting to send proposed changes to a subcommittee for further review.

The move follows guidance from the state Division of Local Services aimed at strengthening the city’s internal cash controls, defining clear lines of accountability, and making sure staff have the appropriate education and skill level for their financial roles.

On Tuesday, Councilor Meg Magrath-Smith, who filed the order, said the council needed to change some wording about qualifications based on advice from the human resources department before sending it to the ordinance committee for review.

The committee will discuss and vote on the matter before it can head back to the full City Council for a vote. It meets next Tuesday. The next council meeting is scheduled for Jan. 20.

On Monday, Mayor Joshua Garcia said in his inaugural address that he plans to continue advancing his Municipal Finance Modernization Act.

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Last spring, Garcia introduced two budget plans: one showing the current $180 million cost of running the city, and another projecting savings if Holyoke adopted the finance act.

Key proposed changes include realigning departments to meet modern needs, renaming positions and reassigning duties, fixing problems found in decades of audits, and using technology to improve workflow and service.

Garcia said the plan aims to also make government more efficient and accountable by boosting oversight of the mayor and finance departments, requiring audits of all city functions, enforcing penalties for policy violations, and adding fraud protections with stronger reporting.

Other steps included changing the city treasurer from an elected to an appointed position, a measure approved in a special election last January.

Additionally, the city would adopt a financial management policies manual, create a consolidated Finance Department and hire a chief administrative and financial officer to handle forecasting, capital planning and informed decision-making.

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Garcia said that the state has suggested creating the CAFO position for almost 20 years and called on the City Council to pass the reform before the end of this fiscal year, so that it can be in place by July 1.

In a previous interview, City Council President Tessa Murphy-Romboletti said nine votes were needed to adopt the financial reform.

She also said past problems stemmed from a lack of proper systems and checks, an issue the city has dealt with since the 1970s.

The mayor would choose this officer, and the City Council will approve the appointment, she said.

In October, the City Council narrowly rejected the finance act in an 8-5 vote.

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Supporters ― Michael Sullivan, Israel Rivera, Jenny Rivera, Murphy-Romboletti, Anderson Burgos, former Councilor Kocayne Givner, Patti Devine and Magrath-Smith ― said the city needs modernization and greater transparency.

Opponents ― Howard Greaney Jr., Linda Vacon, former Councilors David Bartley, Kevin Jourdain and Carmen Ocasio — said a qualified treasurer should be appointed first.

Vacon said then the treasurer’s office was “a mess,” and that the city should “fix” one department before “mixing it with another.”

The City Council also clashed over fixes, as the state stopped sending millions in monthly aid because the city hadn’t finished basic financial paperwork for three years.

The main problem came from delays in financial reports from the treasurer’s office.

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Holyoke had a history of late filings. For six of the past eight years, the city delayed its required annual financial report, and five times in the past, the state withheld aid.

Council disputes over job descriptions, salaries and reforms also stalled progress.

In November, millions in state aid began flowing back to Holyoke after the city made some progress in closing out its books.

The state had withheld nearly $29 million for four months but even with aid restored, Holyoke still faces big financial problems, the Division of Local Services said.

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Military Troops and Retirees: Here’s the First Financial Step to Take in 2026

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Military Troops and Retirees: Here’s the First Financial Step to Take in 2026

Editor’s note: This is the fourth installment of New Year, New You, a weeklong look at your financial health headed into 2026. 

You get your W-2 in January and realize you either owe thousands in taxes or get a massive refund. Both mean your withholding was wrong all year.

Most service members set their tax withholding once during in-processing and never look at it again. Life changes. You get married, have kids, buy a house or pick up a second job. Your tax situation changes, but your withholding stays the same.

Adjusting your withholding takes five minutes and can save you from owing the IRS or giving the government an interest-free loan all year.

Use the IRS Tax Withholding Estimator First

Before changing anything, run your numbers through the IRS Tax Withholding Estimator at www.irs.gov/individuals/tax-withholding-estimator. The calculator asks about your filing status, income, current withholding, deductions and credits. It tells you whether you need to adjust.

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The calculator considers multiple jobs, spouse income and other factors that affect your tax bill. Running it takes about 10 minutes and prevents you from withholding too much or too little.

Read More: The Cost of Skipping Sick Call: How Active-Duty Service Members Can Protect Future VA Claims

Changing Withholding in myPay (Most Services)

Army, Navy, Air Force, Space Force and Marine Corps members use myPay at mypay.dfas.mil. Log in and click Federal Withholding. Click the yellow pencil icon to edit.

The page lets you enter information about multiple jobs, change dependents, add additional income, make deductions or withhold extra tax. You can see when the changes take effect on the blue bar at the top of the page.

Changes typically show up on your next pay statement. If you make changes early in the month, they might appear on your mid-month paycheck. If you make them later, expect them on the end-of-month check.

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State tax withholding works differently. DFAS can only withhold for states with signed agreements. Changes require submitting DD Form 2866 through myPay or by mail. Not all states allow DFAS to withhold state tax.

Changing Withholding in Direct Access (Coast Guard)

Coast Guard members use Direct Access at hcm.direct-access.uscg.mil. The system processes changes the same way as myPay. Log in, navigate to tax withholding and update your information.

Coast Guard members can also submit written requests using IRS Form W-4. Mail completed forms to the Pay and Personnel Center in Topeka, Kansas, or submit them through your Personnel and Administration office.

Read More: Here’s Why January Is the Best Time to File Your VA Disability Claim

When to Adjust Withholding

Check your withholding when major life events happen. Marriage or divorce changes your filing status. Having kids adds dependents. Buying a house affects deductions. A spouse starting or stopping work changes household income.

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Military-specific events matter, too. Deploying to a combat zone makes some pay tax-free. PCS moves change state tax situations. Separation from service means losing military income but potentially gaining civilian income.

Check at the start of each year, even if your circumstances seemingly stayed the same. Tax laws change. Brackets adjust for inflation. Your situation might be different even if it seems the same.

The Balance

Withholding too little means owing taxes in April plus potential penalties. Withholding too much means getting a refund but losing access to that money all year.

Some people like big refunds and treat it like forced savings. Others would rather have the money in each paycheck to pay bills, invest or set aside in normal savings.

Neither approach is wrong. What matters is that your withholding matches your tax situation and your preference for how you receive your money.

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Run the estimator. Adjust your withholding. Check it annually. This simple process prevents tax surprises.

Previously In This series:

Part 1: 2026 Guide to Pay and Allowances for Military Service Members, Veterans and Retirees

Part 2: Understanding All the Deductions on Your 2026 Military Leave and Earnings Statements

Part 3: Should You Let the Military Set Aside Allotments from Your Pay?

Part 4: This Is the Best Thing to Do With Your 2026 Military Pay Raise

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Stay on Top of Your Veteran Benefits

Military benefits are always changing. Keep up with everything from pay to health care by subscribing to Military.com, and get access to up-to-date pay charts and more with all latest benefits delivered straight to your inbox.

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