Thursday, March 4, Women in AI panel hosted by Austin Women in Technology (AWT) at Indeed Tower brought together leaders across machine learning, enterprise AI transformation, cybersecurity, and marketing innovation to explore how artificial intelligence is evolving from experimentation to real production systems.
The panel featured Melis Ozturk Erdogan (IBM), Noopur Gupta (SparkStorm AI), Sumaya K. Owens (Present Moment Media), and Numa Dhamani (iVerify), moderated by Emily Gupton, President of AWT.
KEY INSIGHTS
- Tools Change, Core Capabilities Endure: Melis Ozturk Erdogan emphasized that AI tools evolve rapidly, but foundational capabilities remain constant. Problem identification, clear goals, and unbiased data will outlast any platform or model.
- Human Expertise Remains Essential: Noopur Gupta highlighted that human-in-the-loop AI only works with domain knowledge. AI augments expertise, it does not replace it. This becomes even more critical as organizations move toward agentic AI systems, where AI agents automate workflows and decision-making.
- Prompt Literacy is Becoming a Baseline Skill: Sumaya K. Owens noted that the ability to effectively interact with AI systems is becoming essential across industries. Prompt literacy is quickly becoming a core professional skill.
- Your Data is Your Responsibility: Numa Dhamani reminded the audience that commercial AI systems often log and monitor interactions. Organizations must be intentional about what data they share and how it is protected.
FROM POCs TO SCALABLE AI
One moment that sparked a great discussion was a question about ROI accountability in AI initiatives. The panel emphasized that proofs of concept (POCs) are the right starting point to validate value before scaling AI initiatives across an organization.
AI AND CAREER TRANSITIONS
Another important theme was career transition in the age of AI. As Noopur Gupta shared, many professionals are shifting into AI-enabled roles by combining domain expertise with AI tools. The future workforce will increasingly be AI-augmented rather than replaced by AI.
Blog written by: Noopur Gupta
