Aisling Mccaffrey

"I'm not here to help one large enterprise save €100 million… I'm here to help 100 small businesses make their first million."

Crystallized Intelligence was created by Aisling to meet the needs of small businesses and humanity in the advent of AI. After working in small, family-owned businesses, tech startups, old-school telecommunications, and even doing corporate training for professionals at companies like Google and Alcatel-Lucent, she developed a passion for ways to improve work and help teams do more through technology.

With a background in business management and coding, she started building traditional operational automations before GenAI was accessible to the general public, then began experimenting with GenAI in the first month of ChatGPT's release in . She is also professionally certified by IBM in RAG and Agentic AI. Aisling sees the infinite possibilities this technology presents for flipping the balance of our dominant economic forces from monopolistic firms back to a more diversified, local, and resilient business community, starting with AI in Luxembourg.

Today, Aisling specializes in AI orchestration — coordinating multiple AI agents, tools, and data sources into coherent systems for small organizations. Additionally, she helps teams get compliant with AI Act regulations through gap assessments, training, and compliance-by-design architecture.

She works with SMEs, solopreneurs, and increasingly with NGOs and human rights organizations who need sovereign, secure AI solutions that protect their mission and their data.