Operationalizing GenAI

Snapshot

In 2023, following Bain’s partnership with OpenAI, the firm set out to understand how generative AI could meaningfully change consulting work in practice.

I helped lead the effort to define Bain’s first firm-wide GenAI roadmap and translate it into systems and tools consultants could actually use.

What I did
  • Led firm-wide discovery across 400+ consultants to identify high-value GenAI use cases

  • Built a quantitative prioritization framework to evaluate feasibility, risk, and impact

  • Facilitated ideation workshops with leadership across Bain’s major divisions and functional groups

  • Led development of Bain’s first globally deployed internal GenAI tool for consultants

Outcomes
  • Created Bain’s first firm-wide GenAI roadmap

  • Launched the firm’s first global GenAI product used by consultants

  • Identified platform capabilities required to safely deploy GenAI at scale; developed and pitched the business case to Bain’s CTO; secured immediate resourcing

  • Authored Bain’s first internal product development playbook for AI tools