Artificial intelligence is changing what's possible for businesses of every size. From automating repetitive tasks to supporting decision-making and improving customer experiences, the opportunities are significant.

So are the opportunities to waste money, introduce unnecessary complexity, and create entirely new problems.

Too often, organizations approach AI adoption by asking, "Where can we use AI?" rather than the more important question: "What problem are we trying to solve?"

The difference matters.

Successful AI adoption requires more than selecting a promising tool. It requires understanding existing workflows, evaluating data quality, considering security and privacy, establishing appropriate human oversight, and defining what success actually looks like.

In this practical session, Katerina Ford explores how organizations can move beyond AI hype and make informed decisions about where artificial intelligence can deliver genuine business value.

Drawing on experience in technology consulting, software development, automation, cybersecurity, and business operations, Katerina examines both the opportunities and risks of introducing AI into everyday workflows.

Participants will explore:

- How to identify business problems that are genuinely suited to AI solutions.
- When traditional automation or process improvements may be more appropriate.
- The importance of data quality, security, privacy, and human oversight.
- How to evaluate AI tools without getting distracted by marketing claims.
- The operational and organizational challenges of integrating AI into existing processes.
- How to establish realistic expectations and measure the value of AI initiatives.
- Why responsible AI adoption is ultimately a business leadership responsibility.

Attendees will leave with a practical framework for evaluating AI opportunities, asking better questions of vendors, and approaching implementation with clear objectives and appropriate safeguards.

**AI should solve a business problem—not become another one.**

**Target Audience:** Business owners, executives, entrepreneurs, operations managers, technology leaders, and professionals evaluating AI adoption.

**Experience Level:** Introductory to intermediate. No programming or AI development experience required.

**Preferred Duration:** 45–60 minutes, including audience interaction and Q&A. Adaptable to a 30-minute overview or a 90-minute workshop.

**Format:** Practical presentation featuring business scenarios, AI use-case evaluation, guided discussion, and actionable decision-making frameworks.

**Technical Requirements:** Projector or screen for presentation slides, microphone for larger audiences, and optional internet access if demonstrations are included.

**Participant Takeaways:** A framework for identifying appropriate AI use cases, evaluating risks and costs, establishing human oversight, and measuring business value.

**Customization:** Can be adapted for small businesses, executive leadership, entrepreneurship events, technology conferences, or organizations beginning their AI adoption journey.

**Focus:** Business strategy and responsible implementation rather than technical model development or programming.