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					A few years ago, <a href="https://epicdevs.com/blog/how-ai-is-redefining-wordpress-development-and-revolutionizing-digital-marketing/">AI-driven marketing</a> felt like something straight out of a sci-fi movie – exciting, but not quite mainstream. Fast forward to today? It’s not just here; it’s changing how the biggest companies in the world communicate, and JPMorgan Chase is leading the charge.
But this isn’t just about automation or efficiency. It’s about using AI to create messages that don’t just inform but connect. Chase has taken AI-powered copywriting to the next level, adding cutting-edge tools to boost engagement, streamline communication, and make its marketing feel more human – ironically, by using machines.
So, how did they do it? And what can other businesses learn from their success? Let’s dive in.
<h2>Marketing Meets Machine Learning</h2>
For years, bank marketing was predictable: professional, cautious, and, let’s be honest, a little dull. But today’s customers expect more. They want messaging that’s not only accurate and trustworthy but also engaging and personal. That’s where AI comes in.
AI copywriting has evolved beyond simple automation. It can now analyze massive datasets in real time, creating messaging that resonates with different audiences instantly. And for financial institutions like Chase, that’s a game-changer.
How come? Instead of generic, one-size-fits-all marketing, AI lets banks deliver messages that feel tailor-made for each customer, at scale.
<img fetchpriority="high" data-recalc-dims="1" decoding="async" src="https://i0.wp.com/epicdevs.com/wp-content/uploads/2025/03/Marketing_Meets_Machine_Learning.jpg?resize=800%2C388&amp;quality=89&amp;ssl=1" alt="Marketing Meets Machine Learning " width="800" height="388" sizes="(max-width: 800px) 100vw, 800px">
<h2>JPMorgan Chase’s AI Journey: From Experimentation to Industry Leader</h2>
<h3>Step 1: Testing the Waters with Persado</h3>
Chase’s AI journey kicked off in 2016 when it partnered with Persado, an AI-powered language platform designed to optimize marketing copy. The idea was simple: Let AI analyze thousands of variations of a message and identify which one would drive the highest engagement. And the results? Staggering. 
Persado’s AI-generated copy consistently outperformed human-written versions, leading to a 450% increase in click-through rates. That’s not a typo – 450%.
<img loading="lazy" data-recalc-dims="1" decoding="async" src="https://i0.wp.com/epicdevs.com/wp-content/uploads/2025/02/Step_1__Testing_the_Waters_with_Persado.jpg?resize=800%2C388&amp;quality=89&amp;ssl=1" alt="Step 1: Testing the Waters with Persado " width="800" height="388" sizes="(max-width: 800px) 100vw, 800px">
Here’s a real example from their tests:
<ul>
<li>Human-written: “Access cash from the equity in your home.”</li>
<li>AI-generated: “It’s true – you can get cash from the equity in your home.”</li>
</ul>
Same message, but one feels robotic while the other sounds more conversational and engaging. That’s the power of AI.
<h3>Step 2: Doubling Down on AI in 2019</h3>
After seeing these impressive results, Chase wasn’t about to stop there. In 2019, the bank signed a five-year deal with Persado, expanding AI-driven copywriting across multiple departments – from personal banking to home loans to wealth management. The goal? Make AI a core part of Chase’s marketing strategy.
<h3>Step 3: Building Their Own AI – LLM Suite (2024)</h3>
By 2024, Chase took things even further. Instead of relying solely on external AI tools, it developed LLM Suite, its very own AI-powered assistant built on OpenAI’s ChatGPT. But unlike Persado, which focuses on external marketing, LLM Suite is designed for internal communication.
Employees now use it to:
<ul>
<li>Draft emails</li>
<li>Summarize reports</li>
<li>Create internal content faster and more efficiently</li>
</ul>
With over 60,000 employees leveraging LLM Suite, Chase has effectively turned AI into an everyday business tool, not just a marketing gimmick.
<img loading="lazy" data-recalc-dims="1" decoding="async" src="https://i0.wp.com/epicdevs.com/wp-content/uploads/2025/02/Step_3__Building_Their_Own_AI_-_LLM_Suite_2024.jpg?resize=800%2C388&amp;quality=89&amp;ssl=1" alt="Step 3: Building Their Own AI - LLM Suite (2024) " width="800" height="388" sizes="(max-width: 800px) 100vw, 800px">
Now, you might be wondering – why use both Persado and LLM Suite?
<ul>
<li>Persado = External marketing copy (customer-facing)</li>
<li>LLM Suite = Internal communications (employee-facing)</li>
</ul>
By splitting AI functions this way, Chase gets the best of both worlds: optimized, high-performing marketing content and streamlined internal workflows. And, importantly, this approach gives Chase full control over security and compliance, a must-have in the highly regulated finance industry.
<h2>The Pros and Pitfalls of AI-Generated Copywriting</h2>
AI-driven content isn’t perfect, but when used correctly, the benefits are undeniable.
<h3>What’s Working</h3>
<ul>
<li>Higher Engagement: AI-generated messaging consistently outperforms traditional copy.</li>
<li>Scalability: Chase can personalize content for millions of customers without extra effort.</li>
<li>Efficiency: Employees save time on internal communication, increasing productivity.</li>
</ul>
<img loading="lazy" data-recalc-dims="1" decoding="async" src="https://i0.wp.com/epicdevs.com/wp-content/uploads/2025/02/Whats_Working.jpg?resize=800%2C388&amp;quality=89&amp;ssl=1" alt="What’s Working " width="800" height="388" sizes="(max-width: 800px) 100vw, 800px">
<h3>What to Watch Out For</h3>
<ul>
<li>Potential Biases: AI learns from data, which means it can sometimes reflect biases found in that data.</li>
<li>Ethical Concerns: Transparency in AI-generated content is crucial to maintain trust.</li>
<li>Human Oversight Still Needed: AI can create great copy, but humans need to ensure it aligns with brand voice and values.</li>
</ul>
<h2>What AI Means for the Future of Copywriting: Lessons</h2>
The takeaway here isn’t “AI will replace human writers.” That’s not happening. Instead, AI is a tool, one that makes marketers smarter, faster, and more effective. 
AI will get even better at mimicking a brand’s unique voice. So, what’s next?
Our predictions are that AI-powered personalization will become even more advanced, targeting customers in real-time. Plus, regulations around AI-generated content in finance will tighten, requiring banks to be even more transparent. But at the end of the day, the smartest brands will use AI not to replace human creativity, but to enhance it.
<img loading="lazy" data-recalc-dims="1" decoding="async" src="https://i0.wp.com/epicdevs.com/wp-content/uploads/2025/02/What_AI_Means_for_the_Future_of_Copywriting__Lessons.jpg?resize=800%2C388&amp;quality=89&amp;ssl=1" alt="What AI Means for the Future of Copywriting: Lessons " width="800" height="388" sizes="(max-width: 800px) 100vw, 800px">
So, are you thinking about integrating AI into your marketing strategy? Here’s what Chase’s success can teach us:
<ul>
<li>Use AI for Data-Driven Insights – AI can help you analyze customer behavior and craft better messaging.</li>
<li>Blend AI with Human Creativity – Machines generate, humans refine. That’s the winning formula.</li>
<li>Think About Developing In-House AI – Chase built LLM Suite for a reason: security and control.</li>
<li>Stay Ahead of Compliance and Ethics – AI must be used responsibly, especially in regulated industries.</li>
</ul>
<h2>Final Thoughts: The AI-Powered Future of Marketing</h2>
JPMorgan Chase isn’t just using AI – they’re mastering it. By leveraging Persado for external content and LLM Suite for internal communication, Chase has built an AI-driven strategy that’s efficient, engaging, and incredibly effective.
But here’s the real lesson: AI works best when it supports human creativity, not replaces it. So the future of marketing won’t be about choosing between AI and humans, the best brands will be the ones that blend both seamlessly, using AI to enhance storytelling, not replace it.
So, as AI continues to evolve, the real question is: Are you ready to evolve with it?
				</div></div>

Epic Developer

A few years ago, AI-driven marketing felt like something straight out of a sci-fi movie – exciting, but not quite mainstream. Fast forward to today? It’s not just here; it’s changing how the biggest companies in the world communicate, and JPMorgan Chase is leading the charge.
But this isn’t just about automation or efficiency. It’s about using AI to create messages that don’t just inform but connect. Chase has taken AI-powered copywriting to the next level, adding cutting-edge tools to boost engagement, streamline communication, and make its marketing feel more human – ironically, by using machines.
So, how did they do it? And what can other businesses learn from their success? Let’s dive in.
Marketing Meets Machine Learning
For years, bank marketing was predictable: professional, cautious, and, let’s be honest, a little dull. But today’s customers expect more. They want messaging that’s not only accurate and trustworthy but also engaging and personal. That’s where AI comes in.
AI copywriting has evolved beyond simple automation. It can now analyze massive datasets in real time, creating messaging that resonates with different audiences instantly. And for financial institutions like Chase, that’s a game-changer.
How come? Instead of generic, one-size-fits-all marketing, AI lets banks deliver messages that feel tailor-made for each customer, at scale.
JPMorgan Chase’s AI Journey: From Experimentation to Industry Leader
Step 1: Testing the Waters with Persado
Chase’s AI journey kicked off in 2016 when it partnered with Persado, an AI-powered language platform designed to optimize marketing copy. The idea was simple: Let AI analyze thousands of variations of a message and identify which one would drive the highest engagement. And the results? Staggering.
450% increase in click-through rates. That’s not a typo – 450%.
Here’s a real example from their tests:
Human-written: “Access cash from the equity in your home.”
AI-generated: “It’s true – you can get cash from the equity in your home.”
Same message, but one feels robotic while the other sounds more conversational and engaging. That’s the power of AI.
Step 2: Doubling Down on AI in 2019
After seeing these impressive results, Chase wasn’t about to stop there. In 2019, the bank signed a five-year deal with Persado, expanding AI-driven copywriting across multiple departments – from personal banking to home loans to wealth management. The goal? Make AI a core part of Chase’s marketing strategy.
Step 3: Building Their Own AI – LLM Suite (2024)
By 2024, Chase took things even further. Instead of relying solely on external AI tools, it developed LLM Suite, its very own AI-powered assistant built on OpenAI’s ChatGPT. But unlike Persado, which focuses on external marketing, LLM Suite is designed for internal communication.
Employees now use it to:
Draft emails
Summarize reports
Create internal content faster and more efficiently
With over 60,000 employees leveraging LLM Suite, Chase has effectively turned AI into an everyday business tool, not just a marketing gimmick.
Now, you might be wondering – why use both Persado and LLM Suite?
Persado = External marketing copy (customer-facing)
LLM Suite = Internal communications (employee-facing)
By splitting AI functions this way, Chase gets the best of both worlds: optimized, high-performing marketing content and streamlined internal workflows. And, importantly, this approach gives Chase full control over security and compliance, a must-have in the highly regulated finance industry.
The Pros and Pitfalls of AI-Generated Copywriting
AI-driven content isn’t perfect, but when used correctly, the benefits are undeniable.
What’s Working
Higher Engagement: AI-generated messaging consistently outperforms traditional copy.
Scalability: Chase can personalize content for millions of customers without extra effort.
Efficiency: Employees save time on internal communication, increasing productivity.
What to Watch Out For
Potential Biases: AI learns from data, which means it can sometimes reflect biases found in that data.
Ethical Concerns: Transparency in AI-generated content is crucial to maintain trust.
Human Oversight Still Needed: AI can create great copy, but humans need to ensure it aligns with brand voice and values.
What AI Means for the Future of Copywriting: Lessons
The takeaway here isn’t “AI will replace human writers.” That’s not happening. Instead, AI is a tool, one that makes marketers smarter, faster, and more effective.
So, what’s next?
Our predictions are that AI-powered personalization will become even more advanced, targeting customers in real-time. Plus, regulations around AI-generated content in finance will tighten, requiring banks to be even more transparent. But at the end of the day, the smartest brands will use AI not to replace human creativity, but to enhance it.
So, are you thinking about integrating AI into your marketing strategy? Here’s what Chase’s success can teach us:
Use AI for Data-Driven Insights – AI can help you analyze customer behavior and craft better messaging.
Blend AI with Human Creativity – Machines generate, humans refine. That’s the winning formula.
Think About Developing In-House AI – Chase built LLM Suite for a reason: security and control.
Stay Ahead of Compliance and Ethics – AI must be used responsibly, especially in regulated industries.
Final Thoughts: The AI-Powered Future of Marketing
JPMorgan Chase isn’t just using AI – they’re mastering it. By leveraging Persado for external content and LLM Suite for internal communication, Chase has built an AI-driven strategy that’s efficient, engaging, and incredibly effective.
But here’s the real lesson: AI works best when it supports human creativity, not replaces it. So the future of marketing won’t be about choosing between AI and humans, the best brands will be the ones that blend both seamlessly, using AI to enhance storytelling, not replace it.
So, as AI continues to evolve, the real question is: Are you ready to evolve with it?
The post The JPMorgan Chase’s AI Playbook Is Changing the Game: A Case Study appeared first on EpicDevs.

The JPMorgan Chase’s AI Playbook Is Changing the Game: A Case Study

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