Data Detectives: Navigating the AI Acquisition Maze
Amidst a challenging climate of mergers and acquisitions, the path to success for AI startups, particularly those founded by women, can seem daunting. However, as Hayley Leibson, AI product leader and co-founder of Astrapilot, recently demonstrated, triumphs are absolutely achievable. In an Inc.com article, Leibson shares lessons learned from successfully selling her generative AI startup, offering valuable insights applicable to any founder.

Leibson, who was more than six months pregnant during the acquisition process, offers a firsthand perspective on the strategies that led to a successful exit. Her journey wasn’t merely about building a great product; it was about overcoming systemic hurdles and leveraging key strategies.
Embrace Ambiguity
The generative AI field is rapidly evolving. Staying current is a significant challenge, a landscape marked by uncertainty and gender disparity. Leibson believes it’s the most exciting tech sector and potentially the greatest wealth creation event in history. Successful companies embrace ambiguity, iterate quickly, and stay ahead of trends.
“Founders must constantly be willing to pivot and evolve as AI technology advances, regulatory landscapes shift, and new competitors emerge.”
Close the Gender Gap in AI
The gender gap in AI isn’t just a matter of funding or exits; it’s reflected in AI adoption. Research indicates that women adopt AI tools at a lower rate than men. Concerns about AI’s ethics and the fear of judgment contribute to this gap. Addressing this requires encouraging women to embrace AI and fostering work environments where its use is normalized, helping women avoid being sidelined in the AI revolution.
Build Relationships Over Time
In the startup world, relationships are key. Investors and acquirers make decisions based on trust, built over years. Cultivate relationships with key industry players long before reaching the acquisition stage. Strong people skills help build collaboration, negotiation, and trust, all essential components in the journey to acquisition.
Highlight Unique Strengths
Differentiation is vital in a crowded market. Astrapilot differentiated itself by combining generative AI with educational gaming to enhance children’s learning. Investors and acquirers seek businesses with a distinct market position; understanding and relentlessly refining your competitive advantage will increase the odds of success.
Continually Focus on Growth
Sustained growth signals a startup’s viability. Continually scaling your product, expanding your user base, and increasing revenue makes your company more appealing to buyers. Companies that adapt and grow stand the test of time.
Leibson’s experience underscores that in a challenging acquisition landscape, strategic focus, adaptability, and leveraging unique strengths can lead to successful outcomes. With AI emerging as the next dominant technology, there’s a great opportunity for women to lead and redefine the space.