AI hackathons are a great way to jump-start an AI journey. These team competitions help speed up AI adoption, increase engagement, and spark new ideas across your company. Hackathons let employees directly identify how AI can help with their daily work, which builds ownership and reduces the fear that often comes with new technology.

The power of employee involvement

When companies try to implement AI through top-down decisions they often face pushback from employees worried about their jobs. This concern makes sense given how much we hear about AI replacing workers.

Hackathons offer a better approach. By letting employees find AI uses for their own work they feel more in control and excited about the technology. This hands-on approach generates practical ideas and helps reduce fears about job security.

Key insights from a recent AI hackathon

I recently judged a client’s AI hackathon. Here are the key insights teams learned from their hackathon experience. What makes these lessons particularly valuable is that they were discovered through hands-on experimentation rather than being dictated from above. The teams learned by doing, creating deeper understanding and buy-in.

Teams found that combining human intelligence with AI tools works best. They learned that while AI can process information quickly, humans are still essential for:

•Providing needed context

•Guiding the AI with their expertise

•Making sure outputs match business goals

•Checking results for accuracy.

This showed everyone that AI works best as a helper for humans, not as a replacement.

Teams found that there is a learning curve with AI tools but practising is the best way to become better. Many wanted more training after trying it out but they also discovered the basics were easy to pick up, allowing them to get useful results even as beginners.

One of the most compelling outcomes was the identification of processes that could be accelerated by up to 70 per cent through strategic AI implementation. These efficiency gains were particularly evident in areas involving:

•Meeting scheduling and follow-ups

•Content creation and editing

•Research and analysis

•Document processing and summarisation.

During the hackathon teams discovered many useful AI tools they hadn’t heard about before. This expanded their options and gave them more ways to solve business problems.

Teams quickly learned that how they asked questions or gave instructions to AI systems directly affected the quality of what they got back. Being clear and specific when working with AI emerged as perhaps the most important skill to develop.

Tips for running successful AI hackathons

For companies looking to run their own hackathons, here are some tips based on my experience:

Teams with members from different departments create better ideas. When marketing works with operations, or finance teams up with customer service, the solutions tend to address broader company needs.

To maintain security and prevent risks while still encouraging innovation, provide a pre-approved list of AI tools that teams can use during the hackathon and a process for approving additional tools. This creates a safe environment for experimentation.

Before the hackathon begins, offer some training on AI concepts, the approved tools, and important security considerations. This helps everyone start on the same level and keeps things safe.

Attractive rewards —whether monetary prizes, professional development opportunities, or recognition — significantly boost participation and effort. The investment in meaningful incentives typically pays dividends through the quality of solutions generated.

While encouraging creativity, give clear problem statements that match company priorities. This focuses teams on solutions with immediate business value. Be clear from inception about the criteria by which solutions will be judged.

Consider hosting a hackathon in such a way that employees can watch or ensure the sharing of winning solutions after the hackathon. This celebrates their work while showing others what AI can do, which might inspire more people to join in next time.

Ensure CEOs and senior leaders thank and recognise participants for their time and effort. It takes courage to try something new, and sincere appreciation encourages future innovation. This also conveys that innovation and AI are corporate priorities and innovation is a desired cultural attribute.

Getting started on Your AI journey

For companies looking to start or advance their AI journey, boutique advisory firm Crescent Advisory Group offers services in AI strategy development, hackathons, implementation, and hands-on training for teams, leaders, and boards.

To get started on your AI journey, contact Nadeen Matthews Blair, AI consultant and trainer, at info@crescentadvisorygroup.com or visit www.crescentadvisorygroup.com.