No Result
View All Result
SUBMIT YOUR ARTICLES
  • Login
Monday, July 27, 2026
TheAdviserMagazine.com
  • Home
  • Financial Planning
    • Financial Planning
    • Personal Finance
  • Market Research
    • Business
    • Investing
    • Money
    • Economy
    • Markets
    • Stocks
    • Trading
  • 401k Plans
  • College
  • IRS & Taxes
  • Estate Plans
  • Social Security
  • Medicare
  • Legal
  • Home
  • Financial Planning
    • Financial Planning
    • Personal Finance
  • Market Research
    • Business
    • Investing
    • Money
    • Economy
    • Markets
    • Stocks
    • Trading
  • 401k Plans
  • College
  • IRS & Taxes
  • Estate Plans
  • Social Security
  • Medicare
  • Legal
No Result
View All Result
TheAdviserMagazine.com
No Result
View All Result
Home Financial Planning

How to build an AI tech stack based on long-term RIA goals

by TheAdviserMagazine
11 months ago
in Financial Planning
Reading Time: 4 mins read
A A
How to build an AI tech stack based on long-term RIA goals
Share on FacebookShare on TwitterShare on LInkedIn


With AI’s accelerated presence in wealthtech over the last few years, building a modern, effective and sustainable tech stack can feel overwhelming for advisory firms. But that doesn’t have to be the case if advisors can avoid getting caught up in the latest tech trends and instead make strategic decisions that support long-term business aims. 

Gary Carrai, chief product officer at LPL Financial

Here are four ways to approach the process while avoiding some common traps.

Focus on business goals

A typical advisory firm balances multiple strategic goals, including growth, client retention, decreasing costs and ensuring long-term succession. If growth is the primary focus, prioritize solutions that will drive client acquisition, improve client engagement or help scale operations. 

One LPL Financial advisor who wanted to scale their practice invested in a lightweight, i.e., simple and easy to use, financial planning tool designed specifically for mass affluent clients. By automating data gathering, streamlining workflows and standardizing client interactions it allowed the advisor to serve more clients without adding headcount. Ultimately, the tool helped the practice grow client assets by 20% over 12 months by capturing held-away assets uncovered through the planning process.

READ MORE: How can new RIAs grow — organically?

Applying the business goals lens to a tech stack also involves avoiding “familiarity bias.” For instance, financial advisors with deep know-how in investment management may select too many investment-centric tools but overlook solutions that can help deepen client relationships or drive operational efficiency. It’s wiser to focus on gaps in expertise and leverage the support services of firms that can complement your strengths. 

Strive for seamless integration

Financial advisors counsel investors to increase portfolio efficacy with investments that serve complementary roles within their asset holdings. That’s also good counsel for advisors choosing technology tools. Before investing, make sure the tool integrates with existing core systems like CRM, performance reporting or planning software, and that they, in turn, are deeply connected to investment platforms and custodial processes.  

By contrast, a siloed approach, in which each piece of technology operates independently, often wastes time and duplicates data. Using the guiding principle “never enter data twice,” look for systems designed to work together or that use middleware to connect different technologies. 

READ MORE: An RIA tech setup inspired by Walt Disney: Show Me Your Stack

A well-integrated tech stack allows data to flow seamlessly between platforms, reducing the risk of errors. It also saves priceless time: One small RIA I work with cut proposal generation from 45 minutes to under 10 minutes by combining financial planning and proposal tools.

Look beyond AI razzle-dazzle

The emergence of agentic AI — systems designed to operate and make decisions autonomously — enhances the client experience and frees up advisors for high-value tasks. These benefits should be welcomed.

But not all AI tools are beneficial for all practices. I know of a midsize RIA that introduced an AI-based “life-event prediction” tool to anticipate client needs and potential milestones before they surfaced. While promising in theory, the predictions lacked credibility, and the advisors continued to gain insights from traditional data sources and client conversations. Ultimately, the RIA scrapped the tool. 

READ MORE: Want to adopt AI wisely? Ask these 3 questions first

The moral: Even the most impressive sounding AI tools only create value if they’re credible, easy to use and fit into advisor workflows. Otherwise, they become more of a burden than a benefit.

Avoid tech debt

When advisors choose overly complex software or rely on multiple vendors to construct their stack they risk incurring tech debt — the long-term cost of choosing quick or suboptimal tech solutions. I know a large advisory firm set on assembling a best-in-class tech stack that licensed tools for planning, trading and CRM from different vendors in order to get the bells and whistles not available from any one vendor.

As it turned out, while the discrete capabilities of the tools were strong, the firm underestimated the cost and complexity of stitching them together. Months of development and data reconciliation issues followed. In hindsight, the firm could have accelerated ROI and avoided tech debt by choosing a pre-integrated platform, even if it meant sacrificing a few niche features.

One last piece of advice: When adding new tools, don’t go it alone. If your team lacks technical skills, collaborate with a firm that can help select, integrate and maintain your tech stack.



Source link

Tags: BasedBuildGoalsLongTermRIAStacktech
ShareTweetShare
Previous Post

Carasso CEO: They said you’re crazy to take the job

Next Post

Carrefour Israel swings to profit despite debt

Related Posts

edit post
Emergency Loan Solutions: Borrowing Without Falling Into a Debt Trap

Emergency Loan Solutions: Borrowing Without Falling Into a Debt Trap

by TheAdviserMagazine
July 27, 2026
0

Financial emergencies rarely happen with advance notice. A sudden medical expense, urgent home repair, unexpected travel requirement, or temporary income...

edit post
How Authorized User Tradelines Can Impact Your Credit Score

How Authorized User Tradelines Can Impact Your Credit Score

by TheAdviserMagazine
July 26, 2026
0

Building and maintaining a strong credit profile is essential to achieving your many financial goals, whether it’s securing favorable loan...

edit post
Kohl’s  off  Instant Savings: Hot Deals on Nike, Beach Towels, Dutch Ovens, Luggage, plus more! {Ends Sunday}

Kohl’s $10 off $25 Instant Savings: Hot Deals on Nike, Beach Towels, Dutch Ovens, Luggage, plus more! {Ends Sunday}

by TheAdviserMagazine
July 25, 2026
0

Wow! Score a rare extra discount on popular name brands and more at Kohl’s! Kohl’s is offering a $10 off $25...

edit post
Birkenstock Arizona Eva Sandals just .95 shipped!

Birkenstock Arizona Eva Sandals just $39.95 shipped!

by TheAdviserMagazine
July 25, 2026
0

Home » Deals » Birkenstock Arizona Eva Sandals just $39.95 shipped! Published: by Sarah on July 25, 2026  |  This post may...

edit post
Using a Mutual Fund Calculator to Understand Systematic Investment Plans

Using a Mutual Fund Calculator to Understand Systematic Investment Plans

by TheAdviserMagazine
July 25, 2026
0

Systematic Investment Plans (SIPS) have become one of the most preferred ways for Indians to invest in mutual funds with...

edit post
Why young Americans aren’t relying on homes to build wealth

Why young Americans aren’t relying on homes to build wealth

by TheAdviserMagazine
July 24, 2026
0

With unaffordability on the rise, younger Americans are less frequently turning to homebuying as a primary way to build wealth...

Next Post
edit post
Carrefour Israel swings to profit despite debt

Carrefour Israel swings to profit despite debt

edit post
Sony sold Netflix the rights to ‘KPop Demon Hunters’ in a pandemic-era safety play—and now it’s Netflix’s biggest movie ever

Sony sold Netflix the rights to 'KPop Demon Hunters' in a pandemic-era safety play—and now it's Netflix's biggest movie ever

  • Trending
  • Comments
  • Latest
edit post
Georgia Senior SNAP and Meal Resources Older Adults Can Use

Georgia Senior SNAP and Meal Resources Older Adults Can Use

July 24, 2026
edit post
New Jersey Tax-Relief Events: Three July Dates Near Seniors

New Jersey Tax-Relief Events: Three July Dates Near Seniors

July 13, 2026
edit post
Bristlecone pines growing in the White Mountains of California germinated before the Great Pyramid was built, and the oldest one alive today, nicknamed Methuselah, has been quietly adding rings for 4,855 years in soil so poor almost nothing else survives beside it

Bristlecone pines growing in the White Mountains of California germinated before the Great Pyramid was built, and the oldest one alive today, nicknamed Methuselah, has been quietly adding rings for 4,855 years in soil so poor almost nothing else survives beside it

July 8, 2026
edit post
Retail giant exits U.S. fashion after multi-million-dollar scandal

Retail giant exits U.S. fashion after multi-million-dollar scandal

July 1, 2026
edit post
Top Democrats Are Trapped in a Catch 22

Top Democrats Are Trapped in a Catch 22

July 6, 2026
edit post
2 judges suspended in separate cases after being indicted on criminal charges

2 judges suspended in separate cases after being indicted on criminal charges

July 9, 2026
edit post
2025 MLP List | Yields Up To 10.1%

2025 MLP List | Yields Up To 10.1%

0
edit post
Fuel prices stemming from the Iran war reshapes daily life in the U.S., Chile, Turkey and Nepal

Fuel prices stemming from the Iran war reshapes daily life in the U.S., Chile, Turkey and Nepal

0
edit post
Paradise Lost, Government Gained | Mises Institute

Paradise Lost, Government Gained | Mises Institute

0
edit post
Poolin Files Chapter 11 As Bitcoin Miner Moves Toward M Asset Sale

Poolin Files Chapter 11 As Bitcoin Miner Moves Toward $52M Asset Sale

0
edit post
BJ’s Restaurants Q2 2026 Earnings Preview — July 30, Street Expects alt=

BJ’s Restaurants Q2 2026 Earnings Preview — July 30, Street Expects $0.89 EPS

0
edit post
‘Bernie Bros’ vs the World – What Are Democrats Doing?

‘Bernie Bros’ vs the World – What Are Democrats Doing?

0
edit post
BJ’s Restaurants Q2 2026 Earnings Preview — July 30, Street Expects alt=

BJ’s Restaurants Q2 2026 Earnings Preview — July 30, Street Expects $0.89 EPS

July 27, 2026
edit post
Fuel prices stemming from the Iran war reshapes daily life in the U.S., Chile, Turkey and Nepal

Fuel prices stemming from the Iran war reshapes daily life in the U.S., Chile, Turkey and Nepal

July 27, 2026
edit post
2025 MLP List | Yields Up To 10.1%

2025 MLP List | Yields Up To 10.1%

July 27, 2026
edit post
Blackstone credit arm nears deal for HSBC’s Australian loan book – report

Blackstone credit arm nears deal for HSBC’s Australian loan book – report

July 27, 2026
edit post
Saylor: Rejecting Bitcoin’s Bank and Market Integration ‘Dooms It to 1% of Its Potential’

Saylor: Rejecting Bitcoin’s Bank and Market Integration ‘Dooms It to 1% of Its Potential’

July 27, 2026
edit post
Apple options are doing something unusual into earnings

Apple options are doing something unusual into earnings

July 27, 2026
The Adviser Magazine

The first and only national digital and print magazine that connects individuals, families, and businesses to Fee-Only financial advisers, accountants, attorneys and college guidance counselors.

CATEGORIES

  • 401k Plans
  • Business
  • College
  • Cryptocurrency
  • Economy
  • Estate Plans
  • Financial Planning
  • Investing
  • IRS & Taxes
  • Legal
  • Market Analysis
  • Markets
  • Medicare
  • Money
  • Personal Finance
  • Social Security
  • Startups
  • Stock Market
  • Trading

LATEST UPDATES

  • BJ’s Restaurants Q2 2026 Earnings Preview — July 30, Street Expects $0.89 EPS
  • Fuel prices stemming from the Iran war reshapes daily life in the U.S., Chile, Turkey and Nepal
  • 2025 MLP List | Yields Up To 10.1%
  • Our Great Privacy Policy
  • Terms of Use, Legal Notices & Disclosures
  • Contact us
  • About Us

© Copyright 2024 All Rights Reserved
See articles for original source and related links to external sites.

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result
  • Home
  • Financial Planning
    • Financial Planning
    • Personal Finance
  • Market Research
    • Business
    • Investing
    • Money
    • Economy
    • Markets
    • Stocks
    • Trading
  • 401k Plans
  • College
  • IRS & Taxes
  • Estate Plans
  • Social Security
  • Medicare
  • Legal

© Copyright 2024 All Rights Reserved
See articles for original source and related links to external sites.