Market Insights GPT
Talent market intelligence was concentrated among a small group of licensed users, leaving most recruiters without a reliable way to advise hiring managers. I designed and launched a custom GPT that extended market insight to the full recruiting organization, and I led it through validation, governance approval, and enterprise rollout.
- 1.0
Business problem
Market data resided in a licensed platform with limited seats. Most recruiters lacked timely insight into talent supply, competitive landscape, and location strategy when advising hiring managers.
- 2.0
Development
I authored the GPT's configuration and instructions so recruiters across every function could apply it to searches at any level.
- 3.0
Validation and pilot
I developed a structured testing approach and partnered with recruiting colleagues on a pilot to refine accuracy and usability before broader release.
- 4.0
Governance approval
I presented the solution to the company's AI governance body, addressing intended use and safeguards, and secured approval for enterprise rollout.
- 5.0
Training and adoption
I created and delivered rollout training covering appropriate use cases, effective prompting, and how to translate output into hiring manager guidance.
- 6.0
Impact
Market intelligence is now available on demand across the recruiting organization, with sustained adoption across functions.