Artificial intelligence is rapidly reshaping how private equity portfolio companies drive growth, but its impact on sales and marketing functions depends on more than just technology adoption. As firms transition from digital-first operations to AI-enabled capabilities, they must assess their existing sales and marketing functions to tailor AI investment for its unique business needs.

How AI Can Drive Value for GTM Functions

When implemented strategically, AI serves as a powerful tool that integrates with existing processes, utilizing data to automate tasks, generate deeper insights, and ultimately improve decision making. Key areas of impact include:

• Utilizing unstructured data: AI analyzes text, images, video and other complex data sources to uncover insights and act quickly — enabling accurate decision making, targeting and execution on your behalf.
• Modeling scenarios: By generating data-driven forecasts that can be updated in real time, AI allows sales and marketing teams to identify patterns and quickly adjust strategies.
• Enhancing customer segmentation: AI continuously refines audience segments, enabling more precise targeting and higher-quality lead generation.
• Identifying churn and real-time updates: Predictive models detect early warning signs of customer attrition, allowing for timely, personalized retention efforts.

Determining Whether Your GTM Functions are AI Ready

Getting the fundamentals right should be a prerequisite for successful AI adoption — not an afterthought. Portfolio companies that invest in AI before their core sales and marketing capabilities are sound risk compounding existing inefficiencies rather than eliminating them. The sampling of questions below are designed to assess foundational readiness and identify where AI investment may have the greatest impact once ready:

• Pipeline health and risk visibility: How effectively do you track where and why deals stall, and can you identify buyer hesitation early enough to mitigate risk?
• Buyer engagement and personalization: How well are your sales teams delivering timely, relevant, and personalized interactions across the entire sales cycle?
• Sales productivity and time allocation: How much time do representatives spend on administrative tasks versus selling, and where can automation unlock additional capacity?
• Customer segmentation: How current are your customer segments, and are you capturing the most profitable micro-segments with the data available to you?
• Content generation: How do you produce and scale outbound content today — and is it truly personalized to the right message, for the right segment, at the right time?

Read the full article to learn how A&M helps PE portfolio companies assess AI readiness and pinpoint the highest-impact opportunities for adoption.

Read the full article