The First AI for Senior Banking
Mosher

The First AI for Senior Banking
Mosher

AI Infrastructure for Safety, Relationships, and Inclusion

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We refuse to accept seniors' exclusion from AI "as normal".

We refuse to accept seniors' exclusion from AI "as normal".

55 and older

35 -54 year olds

18 -34 year olds

AI Usage by Age Group (%)

55 and older

35 -54 year olds

18 -34 year olds

AI Usage by Age Group (%)

55 and older

35 -54 year olds

18 -34 year olds

AI Training Participation Rate by Age Group (%)

AI Training Participation Rate by Age Group (%)

55 and older

35 -54 year olds

18 -34 year olds

Trust, attitudes and use of artificial intelligence: A global study 2025, KPMG and University of Melbourne, 2025

We refuse to stand by as older adults are repeatedly targeted by financial fraud.

We refuse to stand by as older adults are repeatedly targeted by financial fraud.

A Growing Crisis
: Seniors Reporting More Losses to Financial Fraud

A Growing Crisis : Seniors Reporting More Losses to Financial Fraud

2018

2019

2020

2021

2022

2023

2024

$5,000,000,000

$4,500,000,000

$4,000,000,000

$3,500,000,000

$3,000,000,000

$2,500,000,000

$2,000,000,000

$1,500,000,000

$1,000,000,000

$500,000,000

$0

Losses reported to the FBI by seniors over 60

2018

2019

2020

2021

2022

2023

2024

$5.0 B

$4.5 B

$4.0 B

$3.5 B

$3.0 B

$2.5 B

$2.0 B

$1.5 B

$1.0 B

$0.5 B

$0

Losses reported to the FBI by seniors over 60

FBI's Internet Crime Complaint Center, 2024

Conversational AI for senior banking,

where advanced AI meets human purpose.

From precision reasoning to regulatory alignment, Mosher’s architecture ensures every older adult can bank safely, confidently, and independently.

Conversational AI for senior banking,

From precision reasoning to regulatory alignment, Mosher’s architecture ensures every older adult can bank safely, confidently, and independently.

Conversational AI for senior banking,

From precision reasoning to regulatory alignment, Mosher’s architecture ensures every older adult can bank safely, confidently, and independently.

Conformal Confidence Control

Conformal Confidence Control

Regtrieval-Grounded Intelligence

Regtrieval-Grounded Intelligence

Regulator-Grade Audit Trail

Guy at workplace with laptop

Regulator-Grade Audit Trail

Guy at workplace with laptop

Human-in-the-Loop Assurance

Human-in-the-Loop Assurance

Relationship-Centric AI

A woman in the office at work

Relationship-Centric AI

A woman in the office at work

Deterministic Orchestration

A girl works at a laptop from home

Deterministic Orchestration

A girl works at a laptop from home

Conformal Confidence Control

Regtrieval-Grounded Intelligence

Regulator-Grade Audit Trail

Guy at workplace with laptop

Human-in-the-Loop Assurance

Relationship-Centric AI

A woman in the office at work

Deterministic Orchestration

A girl works at a laptop from home

Conformal Confidence Control

Regtrieval-Grounded Intelligence

Regulator-Grade Audit Trail

Guy at workplace with laptop

Human-in-the-Loop Assurance

Relationship-Centric AI

A woman in the office at work

Deterministic Orchestration

A girl works at a laptop from home

The Innovations Mosher Brings to the Senior Banking Experience

The Innovations Mosher Brings to the Senior Banking Experience


Mandatory AI Gate (MAG)

MAG is the Context-aware Authorization AI Technology to keep your money safe. (Patent Pending)

With the MAG, we aim to end financial fraud against seniors once and for all.

MAG is the Context-aware Authorization AI Technology to keep your money safe. (Patent Pending)

With the MAG, we aim to end financial fraud against seniors once and for all.

How MAG works

Mosher doesn’t detect and respond after a crime has occurred. We prevent it from happening in the first place.

For seniors, there’s no need to learn new tools or systems. Just speak to Mosher — the way you once spoke to your trusted human banker.

Mosher understands context from just a few words and takes the right action before your money is moved.

Mosher doesn’t detect and respond after a crime has occurred. We prevent it from happening in the first place.

For seniors, there’s no need to learn new tools or systems. Just speak to Mosher — the way you once spoke to your trusted human banker.

Mosher understands context from just a few words and takes the right action before your money is moved.

Problem

ID verification can be compromised.

Solution

Our context-aware AI protects even when ID verification is compromised.

Problem

ID verification can be compromised.

Solution

Our context-aware AI protects even when ID verification is compromised.

Problem

ID verification can be compromised.

Solution

Our context-aware AI protects even when ID verification is compromised.

Problem

ID verification can be compromised.

Solution

Our context-aware AI protects even when ID verification is compromised.

Did my electricity bill go through

this month? I’m not sure if it did,

and I’m a little worried.

Yes, it was paid on November 1st $82. Don't worry, your payment went through safely.

Mosher, how am I doing this

month compared to last month?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Did my electricity bill go through

this month? I’m not sure if it did,

and I’m a little worried.

Yes, it was paid on November 1st $82. Don't worry, your payment went through safely.

Mosher, how am I doing this

month compared to last month?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Mosher, how am I doing this

month compared to last month?

Did my electricity bill go through

this month? I’m not sure if it did,

and I’m a little worried.

Yes, it was paid on November 1st $82. Don't worry, your payment went through safely.

Mosher, how am I doing this

month compared to last month?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Speak to Mosher

Relational Context Engine (RCE)

RCE brings the experience of Mosher knows me.


It recreates the feeling of being known and supported by a trusted human banker, through AI that doesn’t retain memory, but accesses it when needed.


What seniors want isn’t just new features in a banking app. They want to be called by name. The best way to build lasting relationships is by creating a positive Relationship Experience (RX) every time.

RCE brings the experience of Mosher knows me.


It recreates the feeling of being known and supported by a trusted human banker, through AI that doesn’t retain memory, but accesses it when needed.


What seniors want isn’t just new features in a banking app. They want to be called by name. The best way to build lasting relationships is by creating a positive Relationship Experience (RX) every time.

RCE Benefits Navigator

Once a relationship is built, there is more to do. We’ll identify what older adults truly need and provide real, practical support.


Older adults who qualify for food assistance programs and other public benefits leave $30 billion in such aid unclaimed each year due to lack of awareness and fear about complicated applications, according to the National Council on Aging.


Mosher helps seniors access these benefits with clarity and confidence — explaining eligibility in plain language and filling out the applications together. That’s what a financial companion is meant to do.

Once a relationship is built, there is more to do. We’ll identify what older adults truly need and provide real, practical support.


Older adults who qualify for food assistance programs and other public benefits leave $30 billion in such aid unclaimed each year due to lack of awareness and fear about complicated applications, according to the National Council on Aging.


Mosher helps seniors access these benefits with clarity and confidence explaining eligibility in plain language and filling out the applications together. That’s what a financial companion is meant to do.

Once a relationship is built, there is more to do. We’ll identify what older adults truly need and provide real, practical support.


Older adults who qualify for food assistance programs and other public benefits leave $30 billion in such aid unclaimed each year due to lack of awareness and fear about complicated applications, according to the National Council on Aging.


Mosher helps seniors access these benefits with clarity and confidence explaining eligibility in plain language and filling out the applications together. That’s what a financial companion is meant to do.

Once a relationship is built, there is more to do. We’ll identify what older adults truly need and provide real, practical support.


Older adults who qualify for food assistance programs and other public benefits leave $30 billion in such aid unclaimed each year due to lack of awareness and fear about complicated applications, according to the National Council on Aging.


Mosher helps seniors access these benefits with clarity and confidence explaining eligibility in plain language and filling out the applications together. That’s what a financial companion is meant to do.

That sounds interesting!

Yes, check my eligibility?

And for your information, there's a social benefit program called SNAP, Supplemental Nutrition Assistance Program. If you're eligible, it can help you save even more money on food. Would you like me to check your eligibility?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Mosher, how am I doing this

month compared to last month?

That sounds interesting!

Yes, check my eligibility?

And for your information, there's a social benefit program called SNAP, Supplemental Nutrition Assistance Program. If you're eligible, it can help you save even more money on food. Would you like me to check your eligibility?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Mosher, how am I doing this

month compared to last month?

That sounds interesting!

Yes, check my eligibility?

And for your information, there's a social benefit program called SNAP, Supplemental Nutrition Assistance Program. If you're eligible, it can help you save even more money on food. Would you like me to check your eligibility?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Mosher, how am I doing this

month compared to last month?

That sounds interesting!

Yes, check my eligibility?

And for your information, there's a social benefit program called SNAP, Supplemental Nutrition Assistance Program. If you're eligible, it can help you save even more money on food. Would you like me to check your eligibility?

You've spent about 15% less overall this month, mainly because your dining expenses went down. Nice work staying on track!

Mosher, how am I doing this

month compared to last month?

Speak to Mosher

What makes Mosher different?

What makes Mosher different?

Mosher is built for relationships, not just efficiency.
With MAG we deliver the strongest safety, and with RCE we bring back the experience of human connection seniors once had.


Its name sounds like “mosyeo,” a Korean word meaning to care with respect and to be with someone.

Unlike traditional chatbots or AI systems that focus only on tasks, Mosher is an infrastructure aligned with regulators that helps banks deliver a senior-tailored experience at scale.

Mosher is built for relationships, not just efficiency.
With MAG we deliver the strongest safety, and with RCE we bring back the experience of human connection seniors once had.


Its name sounds like “mosyeo,” a Korean word meaning to care with respect and to be with someone.


Unlike traditional chatbots or AI systems that focus only on tasks, Mosher is an infrastructure aligned with regulators that helps banks deliver a senior-tailored experience at scale.

Mosher is built for relationships, not just efficiency.
With MAG we deliver the strongest safety, and with RCE we bring back the experience of human connection seniors once had.


Its name sounds like “mosyeo,” a Korean word meaning to care with respect and to be with someone.

Unlike traditional chatbots or AI systems that focus only on tasks, Mosher is an infrastructure aligned with regulators that helps banks deliver a senior-tailored experience at scale.

Mosher is built for relationships, not just efficiency.
With MAG we deliver the strongest safety, and with RCE we bring back the experience of human connection seniors once had.


Its name sounds like “mosyeo,” a Korean word meaning to care with respect and to be with someone.


Unlike traditional chatbots or AI systems that focus only on tasks, Mosher is an infrastructure aligned with regulators that helps banks deliver a senior-tailored experience at scale.

Trust-centered

financial companion

Trust-centered

financial companion

Trust-centered

financial companion

Trust-centered

financial companion

Expanding from efficiency to trust-
based relationships

Expanding from efficiency to trust-based relationships

Expanding from efficiency to trust-based relationships

Expanding from efficiency to trust-based relationships

AI designed to ensure Accuracy and earn trust

AI designed to ensure Accuracy and earn trust

Grounding every response in verified data and validated logic

Grounding every response in verified data and validated logic

Senior-banking-specialized Reasoning Model

Senior-banking-specialized Reasoning Model

Fine-tuned through supervised learning on evidence-grounded question-answer pairs

Fine-tuned through supervised learning on evidence-grounded question-answer pairs

Regulator-Compliant Memory Layer

Regulator-Compliant Memory Layer

Designed to build relationships and engage emotionally with users

Designed to build relationships and engage emotionally with users

Mosher is built to exceed all regulatory standards in delivering Relationship Experience (RX).

Mosher is built to exceed all regulatory standards in delivering Relationship Experience (RX).

Comparative Regulatory Framework: U.S. vs. EU Rules on AI Data “Memory” in Finance

Comparative Regulatory Framework: U.S. vs. EU Rules on AI Data “Memory” in Finance

Regulatory Goal

EU Frameworks

U.S. Frameworks

Vendor Accountability

Digital Operational Resilience Act (DORA)

OCC / Federal Reserve / FDIC Interagency Guidance on Third-Party Risk Management (2023)

Vendor Accountability

Digital Operational Resilience Act (DORA)

OCC / Federal Reserve / FDIC Interagency Guidance on Third-Party Risk Management (2023)

Vendor Accountability

Digital Operational Resilience Act (DORA)

OCC / Federal Reserve / FDIC Interagency Guidance on Third-Party Risk Management (2023)

Vendor Accountability

Digital Operational Resilience Act (DORA)

OCC / Federal Reserve / FDIC Interagency Guidance on Third-Party Risk Management (2023)

Data Minimization & Consent

General Data Protection Regulation (GDPR, Arts. 5–6)

CFPB Section 1033 (Dodd-Frank) and GLBA / FTC Safeguards Rule

Data Minimization & Consent

General Data Protection Regulation (GDPR, Arts. 5–6)

CFPB Section 1033 (Dodd-Frank) and GLBA / FTC Safeguards Rule

Data Minimization & Consent

General Data Protection Regulation (GDPR, Arts. 5–6)

CFPB Section 1033 (Dodd-Frank) and GLBA / FTC Safeguards Rule

Data Minimization & Consent

General Data Protection Regulation (GDPR, Arts. 5–6)

CFPB Section 1033 (Dodd-Frank) and GLBA / FTC Safeguards Rule

Secure Storage & Deletion

DORA (Arts. 9, 28–32)

GLBA / OCC Risk Management Guidelines

Secure Storage & Deletion

DORA (Arts. 9, 28–32)

GLBA / OCC Risk Management Guidelines

Secure Storage & Deletion

DORA (Arts. 9, 28–32)

GLBA / OCC Risk Management Guidelines

Secure Storage & Deletion

DORA (Arts. 9, 28–32)

GLBA / OCC Risk Management Guidelines

Recordkeeping & Supervisory Access

MiFID II / DORA

SEC Rule 17a-4 / FINRA 3110

Recordkeeping & Supervisory Access

MiFID II / DORA

SEC Rule 17a-4 / FINRA 3110

Recordkeeping & Supervisory Access

MiFID II / DORA

SEC Rule 17a-4 / FINRA 3110

Recordkeeping & Supervisory Access

MiFID II / DORA

SEC Rule 17a-4 / FINRA 3110

Explainability & Auditability

EU AI Act (Arts. 13–15)

FTC AI Guidance (2023) and Interagency TPRM Rules

Explainability & Auditability

EU AI Act (Arts. 13–15)

FTC AI Guidance (2023) and Interagency TPRM Rules

Explainability & Auditability

EU AI Act (Arts. 13–15)

FTC AI Guidance (2023) and Interagency TPRM Rules

Explainability & Auditability

EU AI Act (Arts. 13–15)

FTC AI Guidance (2023) and Interagency TPRM Rules

Your Questions Answered Here

Don't let unanswered questions hold you back. Let's extinguish those burning questions!

Your Questions Answered Here

Don't let unanswered questions hold you back. Let's extinguish those burning questions!

Your Questions Answered Here

Don't let unanswered questions hold you back. Let's extinguish those burning questions!

Your Questions Answered Here

Don't let unanswered questions hold you back. Let's extinguish those burning questions!

What makes Mosher defensible in an AI-saturated market?

How does Mosher create values while advancing senior financial inclusion?

What is Mosher’s long-term vision?

How can financial institutions use Mosher today? (PoC-ready use cases)

What makes Mosher defensible in an AI-saturated market?

How does Mosher create values while advancing senior financial inclusion?

What is Mosher’s long-term vision?

How can financial institutions use Mosher today? (PoC-ready use cases)

What makes Mosher defensible in an AI-saturated market?

How does Mosher create values while advancing senior financial inclusion?

What is Mosher’s long-term vision?

How can financial institutions use Mosher today? (PoC-ready use cases)

What makes Mosher defensible in an AI-saturated market?

How does Mosher create values while advancing senior financial inclusion?

What is Mosher’s long-term vision?

How can financial institutions use Mosher today? (PoC-ready use cases)

Partner with Us on a Proof of Concept (PoC)

Take the next step - collaborate with us to bring Mosher into your environment. We work with forward-thinking financial institutions to design tailored PoCs that demonstrate measurable impact on accessibility, safety, and customer trust through Companion AI for seniors.

Partner with Us on a Proof of Concept (PoC)

Take the next step - collaborate with us to bring Mosher into your environment. We work with forward-thinking financial institutions to design tailored PoCs that demonstrate measurable impact on accessibility, safety, and customer trust through Companion AI for seniors.

Partner with Us on a Proof of Concept (PoC)

Take the next step - collaborate with us to bring Mosher into your environment. We work with forward-thinking financial institutions to design tailored PoCs that demonstrate measurable impact on accessibility, safety, and customer trust through Companion AI for seniors.

Partner with Us on a Proof of Concept (PoC)

Take the next step - collaborate with us to bring Mosher into your environment. We work with forward-thinking financial institutions to design tailored PoCs that demonstrate measurable impact on accessibility, safety, and customer trust through Companion AI for seniors.