By Gavin James, Director of Creative Services at Beyond the Arc · Last updated 2026-01-30
Key Takeaways
- Balance generative AI for marketing productivity gains with human oversight to protect brand voice, avoid plagiarism, and meet legal and compliance requirements.
- Apply GenAI strategically to accelerate research, insights, outlines, and heading ideas. Then manually refine content for target audiences, unique positioning, and differentiation.
- Partner with an agency with industry expertise and advanced prompt engineering skills to streamline positioning and campaign targeting, and to advise on responsible AI governance to mitigate compliance risk.
Generative AI is rapidly changing workflows with unprecedented productivity hacks. But for marketing leaders, it’s a slippery slope and you need to proceed with caution. While AI can deliver significant value, it can also derail the uniqueness of your content and raise compliance concerns.
How can you effectively and responsibly balance the opportunities and risks?
Particularly for businesses in highly regulated industries like financial services and fintech, it’s critical to plan carefully as you consider using Generative AI for marketing. Based on 20 years of helping clients with communications and AI analytics, we’ve targeted some key strategies that can help you move ahead in this new era of Agentic AI.
Using Generative AI for marketing – 3 strategies to reduce risk
It’s critical to understand when GenAI adds value and when it adds risk – and find the balance in between.
1 – Leverage AI for productivity gains, up to a point
Your approach to using AI should not be all or nothing. Yes, it can automate creation of text-based content, videos, podcasts and more, and reduce the time and resources you need to do it at scale. But AI should augment your marketing team, not replace them. It should enhance and expedite workflows, but not do everything for you. Why? There are multiple factors to consider.
As marketers, you’re responsible for all content distributed under your brand. You need to ensure everything adheres to legal and compliance requirements, and avoids introducing risk such as plagiarism, copyright infringement, and other violations.
Customer trust is another consideration. Your content still needs to sound like your brand voice, accurately reflect your value proposition, and infuse nuances relevant to your target audiences. That’s why the human touch is still essential. AI may speed up processes for you, but you don’t want to lose what makes your brand distinctive. If you generate AI content, treat it like an outline or storyboard, then manually tailor it to layer in the uniqueness that helps you differentiate from competitors.
2 – Focus on strategic uses for Generative AI
There are many creative ways to use generative AI for marketing. It’s not about creating content for you, but giving you a strategic tool to simplify tasks that previously made it harder to create your own content.
Particularly for engaging B2B audiences, with effective prompt engineering, AI can aggregate valuable research about the challenges, needs and perspectives of your target buyers. Or help you identify industry-specific use case scenarios for your solutions.
You can then use those insights to craft your own richer content. If you need more inspiration, AI can generate topic ideas and outlines, and uncover related sources you might reference as you flesh out details.
GenAI can also provide some editorial guidance, such as generating alternative headlines and identifying gaps or inconsistencies. Or, it might help you over some stylistic hurdles to shift the language or tone to be more conversational, engaging, or impactful, to better resonate with your target audience.
Another productivity boost is to leverage GenAI after you’ve polished your own net-new content. With the right prompts, AI can help you tailor alternate versions for different customer segments, industry verticals, or niche audiences.
As a reminder, any time you work with AI-generated content, you should still carefully review and refine it with your own enhancements and compliant language before distribution. It’s a crucial way to mitigate risk and help your business maintain some differentiation.
3 – Tap into partner expertise in GenAI
It’s important to understand that the output of generative AI is only as good as your prompts. As early adopters and AI experts, even our team is constantly finding new ways to advance our prompt engineering to get better results.
Collaborating with an agency partner for marketing strategy and content creation – that also has AI expertise – can give your business a distinct advantage. As busy marketers, you don’t need to allocate resources to learning an array of tools and techniques. The right partner can help you save time and gain deeper insight for everything from product positioning and campaign targeting, to creating content for all channels, industry verticals, and segment or niche marketing.
A marketing partner with AI expertise may also be able to provide strategic advisory for how you can advance your own internal use of GenAI. For instance, establishing policies and governance for responsible AI usage, and audit trail processes to distinguish AI-generated content from your own unique materials.
How Beyond the Arc can help you use Generative AI for marketing
While AI can be a game-changer, it’s essential for marketing leaders to understand the potential pitfalls. Using GenAI requires careful oversight and human finesse to ensure content will resonate with your customers, align with your brand, and avoid compliance risk.
We can help you optimize marketing strategies and deliver differentiating content, while leveraging the productivity gains of AI.
Interested to explore possibilities? Let’s talk — book a quick chat.
Frequently asked questions
Generative AI for marketing involves using AI to help research, plan, create and revise marketing content. It’s an effective way to accelerate tasks like personas development, topic ideas, content outlines, and optimizing web content for LLM visibility. The risk is that marketers must ensure content reflects their brand voice, unique positioning, and compliance requirements. Particularly for financial services and fintech marketing, GenAI can augment processes, but balance it with the human touch. It helps avoid issues like plagiarism, copyright infringement, and UDAAP violations.
Use generative AI to speed up work, but treat AI output as the starting point, not the finished asset. For example, with effective prompt engineering, you can use AI for groundwork like research insights, topic and heading ideas, and blog outlines. Then manually refine content to match your brand voice, align to your value proposition and differentiation proof points, and add segment-specific nuances and stories.
Three top strategies to help reduce marketing risk when using GenAI include:
- Leverage AI for productivity gains up to a point; use it to augment your team, while still ensuring human oversight and input.
- Focus on strategic uses like research, ideation, and refining content, such as adding buyer-focused details, making explanations more clear, and creating headings that support SEO.
- Tap partner expertise in prompt engineering and responsible AI governance to reduce compliance risk. And ideally, your agency partner should have deep expertise in your industry and understand compliance requirements.
For marketers using GenAI, guardrails start with human review. All AI-generated content (for any purpose) should be carefully reviewed and refined with compliance in mind. For example, human input helps ensure your brand voice and positioning are accurate, and messages are not over-promising, vague, or deceptive. It’s also important to establish policies for responsible AI usage and create audit-trail processes that distinguish AI-generated content from your original materials. AI governance is especially important for marketing teams in regulated industries (like financial services and fintech) with more strict legal and compliance requirements.
As an extension of your team, Beyond the Arc helps you balance AI productivity gains with human input to ensure content resonates with audiences, aligns with brand, and reduces compliance risk. The post also describes partnering to streamline product positioning and campaign targeting, support content creation across channels/verticals/segments, and advise on responsible AI governance (including policies and audit trails).
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About the author: Gavin James is Director of Creative Services and a CX Strategy Consultant at Beyond the Arc. She leads B2B marketing strategy, positioning, and content creation to help financial services, fintech, and technology brands drive revenue and growth. Learn more about Gavin James >
Image Source: Generative AI