Updated February 11, 2026

Case Study: How Financial Advisors Really Spend Their Time — And Why Generic AI Tools Fall Short

Case Study: How Financial Advisors Really Spend Their Time — And Why Generic AI Tools Fall Short

Case Study: How Financial Advisors Really Spend Their Time — And Why Generic AI Tools Fall Short

AJ Giannone, CFA
AJ Giannone, CFA
AJ Giannone, CFA

Allio Capital Team

The Macroscope

Allio’s ALTITUDE AI is purpose-built to help financial advisors reclaim their time by automating compliance notes, generating market commentary, building customized client portfolios, and responding intelligently to client questions — all within a compliance-ready framework designed for wealth management.

Despite continuous advances in advisor technology, most financial advisors still spend a surprising amount of time on tasks that have nothing to do with what actually grows an advisory business: hunting for and gathering assets under management (AUM).

This case study examines where advisor time actually goes, why productivity gains have stalled, and why generic AI writing tools like Microsoft Copilot or ChatGPT are insufficient for regulated financial advice workflows.

The Advisor Productivity Problem

The public perception is that financial advisors spend most of their time advising clients and managing portfolios. Data shows something very different.

Industry research reveals:

  • The typical financial advisor spends only about 50% of their time on direct client-related activity.

  • Less than 20% of their time is actually spent meeting with clients.

  • Advisors spend nearly as much time prospecting and marketing for new clients as they do meeting existing ones.
    Untitled document

In practice, advisor time is heavily consumed by:

  • Meeting preparation

  • Financial planning analysis

  • Compliance documentation

  • Portfolio explanations

  • Client servicing follow-ups

  • Administrative work

  • Investment implementation

  • Business operations

Ironically, actual investment management consumes only a small fraction of advisor time, even though portfolio management drives most advisory revenue.

https://www.kitces.com/blog/how-do-financial-advisors-spend-time-research-study-productivity-capacity-efficiency/

Advisors Are Drowning in Back-Office Work

For RIAs and independent advisors, growth depends on:

  • Increasing assets under management

  • Retaining clients

  • Delivering high-touch service

  • Maintaining regulatory compliance

  • Producing personalized portfolio updates

  • Documenting every client interaction

But these requirements generate enormous operational overhead.

Major time drains include:

  • Writing compliance-ready client meeting notes

  • Producing customized market commentary

  • Preparing portfolio explanations

  • Responding to client market questions

  • Maintaining KYC and suitability records

  • Building portfolios aligned with client risk tolerance

  • Documenting investment rationale

Every minute spent here is time not spent gathering assets or strengthening referral pipelines.

Why Conventional AI Tools Don’t Solve the Problem

Many advisors try Microsoft Copilot or ChatGPT to increase productivity. The results are often unusable in regulated advisory environments.

No Understanding of KYC or Suitability

Generic AI tools don’t understand:

  • Risk tolerance requirements

  • Client suitability constraints

  • Investment policy requirements

  • Fiduciary obligations

Outputs must be rewritten manually.

No Compliance Awareness

Compliance teams require:

  • Neutral language

  • Documentation standards

  • Audit-ready notes

  • Proper investment rationales

Generic AI frequently produces compliance-risky content.

No Portfolio or Market Intelligence

Conventional AI:

  • Cannot tie commentary to actual portfolios

  • Lacks macro market context

  • Produces generic outputs

  • Fails personalization requirements

Advisors still must edit heavily.

Real-World Results: Advisors Using ALTITUDE AI See 60% Time Savings

Advisors using ALTITUDE AI report up to 60% reductions in time spent on documentation, portfolio explanation, commentary drafting, and client response workflows.

Let’s translate that into real advisor economics.

Step 1 — Where time is lost today

A typical advisor works about 43 hours per week.

Of that:

  • ~9 hours go to business development.

  • ~8–9 hours are spent in meetings.

  • Nearly 18 hours are spent on preparation, analysis, and client servicing work surrounding those meetings.

This non-meeting client work is exactly where ALTITUDE AI operates.

Step 2 — Time savings calculation

If ALTITUDE AI reduces this workload by 60%, advisors reclaim:

≈ 10–11 hours per week

That equals:

  • 40+ hours per month

  • 500+ hours per year

Or the equivalent of 12+ extra work weeks annually.

Step 3 — What is that time worth financially?

If advisors redirect just half of those recovered hours toward asset gathering and client acquisition:

Conservative growth example

Assume an advisor gains:

  • One additional $1M client every 6 weeks using this extra time

  • Charging a standard 1% advisory fee

That equals:

≈ $80,000–100,000 in additional annual recurring revenue

More productive firms could see multiples of that.

And importantly:

This growth happens without increasing total working hours, only reallocating time away from administrative tasks.

The Real Productivity Constraint: Human Capacity

Technology hasn’t allowed advisors to serve exponentially more clients. Instead, advisors use efficiencies to deliver deeper service to the same number of clients.

Research suggests advisors hit natural relationship limits around 100–150 client relationships regardless of technology improvements.

Untitled document

Which means:

Growth must come from spending more time on relationships and asset gathering — not paperwork.

Case Study Insight: Where Real Efficiency Comes From

The biggest efficiency gains occur when advisors automate:

  • Compliance note writing

  • Portfolio explanations

  • Market commentary generation

  • Client response drafting

  • Portfolio construction assistance

  • Meeting preparation workflows

This is precisely where generic AI tools fall short — and where purpose-built advisor AI succeeds.

Conclusion: Purpose-Built Advisor AI Is Becoming Essential

Financial advisors don’t need generic writing assistants.

They need AI that understands:

  • Markets

  • Portfolios

  • Client suitability

  • Compliance requirements

  • Advisory workflows

  • AUM growth realities

Allio’s ALTITUDE AI was purpose-built to automate compliance notes, generate market commentary, construct client portfolios, and respond intelligently to client questions — freeing advisors to focus on asset gathering, client relationships, and business growth.

Firms already using ALTITUDE AI are seeing material time savings and measurable revenue expansion.

As compliance complexity grows and advisor capacity tightens, purpose-built AI is no longer optional.

It is becoming a competitive advantage.

Allio’s ALTITUDE AI is purpose-built to help financial advisors reclaim their time by automating compliance notes, generating market commentary, building customized client portfolios, and responding intelligently to client questions — all within a compliance-ready framework designed for wealth management.

Despite continuous advances in advisor technology, most financial advisors still spend a surprising amount of time on tasks that have nothing to do with what actually grows an advisory business: hunting for and gathering assets under management (AUM).

This case study examines where advisor time actually goes, why productivity gains have stalled, and why generic AI writing tools like Microsoft Copilot or ChatGPT are insufficient for regulated financial advice workflows.

The Advisor Productivity Problem

The public perception is that financial advisors spend most of their time advising clients and managing portfolios. Data shows something very different.

Industry research reveals:

  • The typical financial advisor spends only about 50% of their time on direct client-related activity.

  • Less than 20% of their time is actually spent meeting with clients.

  • Advisors spend nearly as much time prospecting and marketing for new clients as they do meeting existing ones.
    Untitled document

In practice, advisor time is heavily consumed by:

  • Meeting preparation

  • Financial planning analysis

  • Compliance documentation

  • Portfolio explanations

  • Client servicing follow-ups

  • Administrative work

  • Investment implementation

  • Business operations

Ironically, actual investment management consumes only a small fraction of advisor time, even though portfolio management drives most advisory revenue.

https://www.kitces.com/blog/how-do-financial-advisors-spend-time-research-study-productivity-capacity-efficiency/

Advisors Are Drowning in Back-Office Work

For RIAs and independent advisors, growth depends on:

  • Increasing assets under management

  • Retaining clients

  • Delivering high-touch service

  • Maintaining regulatory compliance

  • Producing personalized portfolio updates

  • Documenting every client interaction

But these requirements generate enormous operational overhead.

Major time drains include:

  • Writing compliance-ready client meeting notes

  • Producing customized market commentary

  • Preparing portfolio explanations

  • Responding to client market questions

  • Maintaining KYC and suitability records

  • Building portfolios aligned with client risk tolerance

  • Documenting investment rationale

Every minute spent here is time not spent gathering assets or strengthening referral pipelines.

Why Conventional AI Tools Don’t Solve the Problem

Many advisors try Microsoft Copilot or ChatGPT to increase productivity. The results are often unusable in regulated advisory environments.

No Understanding of KYC or Suitability

Generic AI tools don’t understand:

  • Risk tolerance requirements

  • Client suitability constraints

  • Investment policy requirements

  • Fiduciary obligations

Outputs must be rewritten manually.

No Compliance Awareness

Compliance teams require:

  • Neutral language

  • Documentation standards

  • Audit-ready notes

  • Proper investment rationales

Generic AI frequently produces compliance-risky content.

No Portfolio or Market Intelligence

Conventional AI:

  • Cannot tie commentary to actual portfolios

  • Lacks macro market context

  • Produces generic outputs

  • Fails personalization requirements

Advisors still must edit heavily.

Real-World Results: Advisors Using ALTITUDE AI See 60% Time Savings

Advisors using ALTITUDE AI report up to 60% reductions in time spent on documentation, portfolio explanation, commentary drafting, and client response workflows.

Let’s translate that into real advisor economics.

Step 1 — Where time is lost today

A typical advisor works about 43 hours per week.

Of that:

  • ~9 hours go to business development.

  • ~8–9 hours are spent in meetings.

  • Nearly 18 hours are spent on preparation, analysis, and client servicing work surrounding those meetings.

This non-meeting client work is exactly where ALTITUDE AI operates.

Step 2 — Time savings calculation

If ALTITUDE AI reduces this workload by 60%, advisors reclaim:

≈ 10–11 hours per week

That equals:

  • 40+ hours per month

  • 500+ hours per year

Or the equivalent of 12+ extra work weeks annually.

Step 3 — What is that time worth financially?

If advisors redirect just half of those recovered hours toward asset gathering and client acquisition:

Conservative growth example

Assume an advisor gains:

  • One additional $1M client every 6 weeks using this extra time

  • Charging a standard 1% advisory fee

That equals:

≈ $80,000–100,000 in additional annual recurring revenue

More productive firms could see multiples of that.

And importantly:

This growth happens without increasing total working hours, only reallocating time away from administrative tasks.

The Real Productivity Constraint: Human Capacity

Technology hasn’t allowed advisors to serve exponentially more clients. Instead, advisors use efficiencies to deliver deeper service to the same number of clients.

Research suggests advisors hit natural relationship limits around 100–150 client relationships regardless of technology improvements.

Untitled document

Which means:

Growth must come from spending more time on relationships and asset gathering — not paperwork.

Case Study Insight: Where Real Efficiency Comes From

The biggest efficiency gains occur when advisors automate:

  • Compliance note writing

  • Portfolio explanations

  • Market commentary generation

  • Client response drafting

  • Portfolio construction assistance

  • Meeting preparation workflows

This is precisely where generic AI tools fall short — and where purpose-built advisor AI succeeds.

Conclusion: Purpose-Built Advisor AI Is Becoming Essential

Financial advisors don’t need generic writing assistants.

They need AI that understands:

  • Markets

  • Portfolios

  • Client suitability

  • Compliance requirements

  • Advisory workflows

  • AUM growth realities

Allio’s ALTITUDE AI was purpose-built to automate compliance notes, generate market commentary, construct client portfolios, and respond intelligently to client questions — freeing advisors to focus on asset gathering, client relationships, and business growth.

Firms already using ALTITUDE AI are seeing material time savings and measurable revenue expansion.

As compliance complexity grows and advisor capacity tightens, purpose-built AI is no longer optional.

It is becoming a competitive advantage.

Allio’s ALTITUDE AI is purpose-built to help financial advisors reclaim their time by automating compliance notes, generating market commentary, building customized client portfolios, and responding intelligently to client questions — all within a compliance-ready framework designed for wealth management.

Despite continuous advances in advisor technology, most financial advisors still spend a surprising amount of time on tasks that have nothing to do with what actually grows an advisory business: hunting for and gathering assets under management (AUM).

This case study examines where advisor time actually goes, why productivity gains have stalled, and why generic AI writing tools like Microsoft Copilot or ChatGPT are insufficient for regulated financial advice workflows.

The Advisor Productivity Problem

The public perception is that financial advisors spend most of their time advising clients and managing portfolios. Data shows something very different.

Industry research reveals:

  • The typical financial advisor spends only about 50% of their time on direct client-related activity.

  • Less than 20% of their time is actually spent meeting with clients.

  • Advisors spend nearly as much time prospecting and marketing for new clients as they do meeting existing ones.
    Untitled document

In practice, advisor time is heavily consumed by:

  • Meeting preparation

  • Financial planning analysis

  • Compliance documentation

  • Portfolio explanations

  • Client servicing follow-ups

  • Administrative work

  • Investment implementation

  • Business operations

Ironically, actual investment management consumes only a small fraction of advisor time, even though portfolio management drives most advisory revenue.

https://www.kitces.com/blog/how-do-financial-advisors-spend-time-research-study-productivity-capacity-efficiency/

Advisors Are Drowning in Back-Office Work

For RIAs and independent advisors, growth depends on:

  • Increasing assets under management

  • Retaining clients

  • Delivering high-touch service

  • Maintaining regulatory compliance

  • Producing personalized portfolio updates

  • Documenting every client interaction

But these requirements generate enormous operational overhead.

Major time drains include:

  • Writing compliance-ready client meeting notes

  • Producing customized market commentary

  • Preparing portfolio explanations

  • Responding to client market questions

  • Maintaining KYC and suitability records

  • Building portfolios aligned with client risk tolerance

  • Documenting investment rationale

Every minute spent here is time not spent gathering assets or strengthening referral pipelines.

Why Conventional AI Tools Don’t Solve the Problem

Many advisors try Microsoft Copilot or ChatGPT to increase productivity. The results are often unusable in regulated advisory environments.

No Understanding of KYC or Suitability

Generic AI tools don’t understand:

  • Risk tolerance requirements

  • Client suitability constraints

  • Investment policy requirements

  • Fiduciary obligations

Outputs must be rewritten manually.

No Compliance Awareness

Compliance teams require:

  • Neutral language

  • Documentation standards

  • Audit-ready notes

  • Proper investment rationales

Generic AI frequently produces compliance-risky content.

No Portfolio or Market Intelligence

Conventional AI:

  • Cannot tie commentary to actual portfolios

  • Lacks macro market context

  • Produces generic outputs

  • Fails personalization requirements

Advisors still must edit heavily.

Real-World Results: Advisors Using ALTITUDE AI See 60% Time Savings

Advisors using ALTITUDE AI report up to 60% reductions in time spent on documentation, portfolio explanation, commentary drafting, and client response workflows.

Let’s translate that into real advisor economics.

Step 1 — Where time is lost today

A typical advisor works about 43 hours per week.

Of that:

  • ~9 hours go to business development.

  • ~8–9 hours are spent in meetings.

  • Nearly 18 hours are spent on preparation, analysis, and client servicing work surrounding those meetings.

This non-meeting client work is exactly where ALTITUDE AI operates.

Step 2 — Time savings calculation

If ALTITUDE AI reduces this workload by 60%, advisors reclaim:

≈ 10–11 hours per week

That equals:

  • 40+ hours per month

  • 500+ hours per year

Or the equivalent of 12+ extra work weeks annually.

Step 3 — What is that time worth financially?

If advisors redirect just half of those recovered hours toward asset gathering and client acquisition:

Conservative growth example

Assume an advisor gains:

  • One additional $1M client every 6 weeks using this extra time

  • Charging a standard 1% advisory fee

That equals:

≈ $80,000–100,000 in additional annual recurring revenue

More productive firms could see multiples of that.

And importantly:

This growth happens without increasing total working hours, only reallocating time away from administrative tasks.

The Real Productivity Constraint: Human Capacity

Technology hasn’t allowed advisors to serve exponentially more clients. Instead, advisors use efficiencies to deliver deeper service to the same number of clients.

Research suggests advisors hit natural relationship limits around 100–150 client relationships regardless of technology improvements.

Untitled document

Which means:

Growth must come from spending more time on relationships and asset gathering — not paperwork.

Case Study Insight: Where Real Efficiency Comes From

The biggest efficiency gains occur when advisors automate:

  • Compliance note writing

  • Portfolio explanations

  • Market commentary generation

  • Client response drafting

  • Portfolio construction assistance

  • Meeting preparation workflows

This is precisely where generic AI tools fall short — and where purpose-built advisor AI succeeds.

Conclusion: Purpose-Built Advisor AI Is Becoming Essential

Financial advisors don’t need generic writing assistants.

They need AI that understands:

  • Markets

  • Portfolios

  • Client suitability

  • Compliance requirements

  • Advisory workflows

  • AUM growth realities

Allio’s ALTITUDE AI was purpose-built to automate compliance notes, generate market commentary, construct client portfolios, and respond intelligently to client questions — freeing advisors to focus on asset gathering, client relationships, and business growth.

Firms already using ALTITUDE AI are seeing material time savings and measurable revenue expansion.

As compliance complexity grows and advisor capacity tightens, purpose-built AI is no longer optional.

It is becoming a competitive advantage.

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Disclosures

This material is for informational purposes only and should not be construed as financial, legal, or tax advice. You should consult your own financial, legal, and tax advisors before engaging in any transaction. Information, including hypothetical projections of finances, may not take into account taxes, commissions, or other factors which may significantly affect potential outcomes. This material should not be considered an offer or recommendation to buy or sell a security. While information and sources are believed to be accurate, Allio Advisors does not guarantee the accuracy or completeness of any information or source provided herein and is under no obligation to update this information. 

Past performance is not a guarantee or a reliable indicator of future results. All investments contain risk and may lose value. Performance could be volatile; an investment in a fund or an account may lose money.

There is no guarantee that these investment strategies will work under all market conditions or are appropriate for all investors and each investor should evaluate their ability to invest long-term, especially during periods of downturn in the market.

This advertisement is provided by Allio Advisors for informational purposes only and should not be considered investment advice, a recommendation, or a solicitation to buy or sell any securities. Investment decisions should be based on your specific financial situation and objectives, considering the risks and uncertainties associated with investing.

The views and forecasts expressed are those of Allio Advisors and are subject to change without notice. Past performance is not indicative of future results, and investing involves risk, including the possible loss of principal. Market volatility, economic conditions, and changes in government policy may impact the accuracy of these forecasts and the performance of any investment.

Allio Advisors utilizes proprietary technologies and methodologies, but no investment strategy can guarantee returns or eliminate risk. Investors should carefully consider their investment goals, risk tolerance, and financial circumstances before investing.

For more detailed information about our strategies and associated risks, please refer to the full disclosures available on our website or contact the Allio Advisors support team.

For informational purposes only; not personalized investment advice. All investments involve risk of loss. Past performance of any index or strategy is not indicative of future results. Any projections or forward-looking statements are hypothetical and not guaranteed. Allio Advisors is an SEC-registered investment adviser – see our Form ADV for details. No content should be construed as a recommendation to buy or sell any security.

Disclosures

This material is for informational purposes only and should not be construed as financial, legal, or tax advice. You should consult your own financial, legal, and tax advisors before engaging in any transaction. Information, including hypothetical projections of finances, may not take into account taxes, commissions, or other factors which may significantly affect potential outcomes. This material should not be considered an offer or recommendation to buy or sell a security. While information and sources are believed to be accurate, Allio Advisors does not guarantee the accuracy or completeness of any information or source provided herein and is under no obligation to update this information. 

Past performance is not a guarantee or a reliable indicator of future results. All investments contain risk and may lose value. Performance could be volatile; an investment in a fund or an account may lose money.

There is no guarantee that these investment strategies will work under all market conditions or are appropriate for all investors and each investor should evaluate their ability to invest long-term, especially during periods of downturn in the market.

This advertisement is provided by Allio Advisors for informational purposes only and should not be considered investment advice, a recommendation, or a solicitation to buy or sell any securities. Investment decisions should be based on your specific financial situation and objectives, considering the risks and uncertainties associated with investing.

The views and forecasts expressed are those of Allio Advisors and are subject to change without notice. Past performance is not indicative of future results, and investing involves risk, including the possible loss of principal. Market volatility, economic conditions, and changes in government policy may impact the accuracy of these forecasts and the performance of any investment.

Allio Advisors utilizes proprietary technologies and methodologies, but no investment strategy can guarantee returns or eliminate risk. Investors should carefully consider their investment goals, risk tolerance, and financial circumstances before investing.

For more detailed information about our strategies and associated risks, please refer to the full disclosures available on our website or contact the Allio Advisors support team.

For informational purposes only; not personalized investment advice. All investments involve risk of loss. Past performance of any index or strategy is not indicative of future results. Any projections or forward-looking statements are hypothetical and not guaranteed. Allio Advisors is an SEC-registered investment adviser – see our Form ADV for details. No content should be construed as a recommendation to buy or sell any security.

Disclosures

This material is for informational purposes only and should not be construed as financial, legal, or tax advice. You should consult your own financial, legal, and tax advisors before engaging in any transaction. Information, including hypothetical projections of finances, may not take into account taxes, commissions, or other factors which may significantly affect potential outcomes. This material should not be considered an offer or recommendation to buy or sell a security. While information and sources are believed to be accurate, Allio Advisors does not guarantee the accuracy or completeness of any information or source provided herein and is under no obligation to update this information. 

Past performance is not a guarantee or a reliable indicator of future results. All investments contain risk and may lose value. Performance could be volatile; an investment in a fund or an account may lose money.

There is no guarantee that these investment strategies will work under all market conditions or are appropriate for all investors and each investor should evaluate their ability to invest long-term, especially during periods of downturn in the market.

This advertisement is provided by Allio Advisors for informational purposes only and should not be considered investment advice, a recommendation, or a solicitation to buy or sell any securities. Investment decisions should be based on your specific financial situation and objectives, considering the risks and uncertainties associated with investing.

The views and forecasts expressed are those of Allio Advisors and are subject to change without notice. Past performance is not indicative of future results, and investing involves risk, including the possible loss of principal. Market volatility, economic conditions, and changes in government policy may impact the accuracy of these forecasts and the performance of any investment.

Allio Advisors utilizes proprietary technologies and methodologies, but no investment strategy can guarantee returns or eliminate risk. Investors should carefully consider their investment goals, risk tolerance, and financial circumstances before investing.

For more detailed information about our strategies and associated risks, please refer to the full disclosures available on our website or contact the Allio Advisors support team.

For informational purposes only; not personalized investment advice. All investments involve risk of loss. Past performance of any index or strategy is not indicative of future results. Any projections or forward-looking statements are hypothetical and not guaranteed. Allio Advisors is an SEC-registered investment adviser – see our Form ADV for details. No content should be construed as a recommendation to buy or sell any security.

By using this website, you accept our Terms of Service and our Privacy Policy. Nothing on this website should be considered an offer, recommendation, solicitation of an offer, or advice to buy or sell any security. The information provided herein is for informational and general educational purposes only and is not investment or financial advice. Additionally, Allio does not provide tax advice and investors are encouraged to consult with their tax advisor. 


v1 01.22.2026

By using this website, you accept our Terms of Service and our Privacy Policy. Nothing on this website should be considered an offer, recommendation, solicitation of an offer, or advice to buy or sell any security. The information provided herein is for informational and general educational purposes only and is not investment or financial advice. Additionally, Allio does not provide tax advice and investors are encouraged to consult with their tax advisor. 


v1 01.22.2026

By using this website, you accept our Terms of Service and our Privacy Policy. Nothing on this website should be considered an offer, recommendation, solicitation of an offer, or advice to buy or sell any security. The information provided herein is for informational and general educational purposes only and is not investment or financial advice. Additionally, Allio does not provide tax advice and investors are encouraged to consult with their tax advisor. 


v1 01.22.2026