The challenge
What the organization was facing
A mid-sized management consulting firm was losing senior consultant hours to first-draft proposal writing, client research compilation, and meeting summary documentation. Principal-level staff were spending an estimated 30–35% of their billable capacity on tasks that did not directly require their expertise. The firm had no consistent AI adoption — individual staff used tools sporadically, with no shared standards or quality review process.
The approach
What Lumera Learning delivered
Eight senior and mid-level consultants enrolled in the Certified AI Workflow Specialist program delivered as an evening cohort over six weeks. The program was structured to address the firm's specific workflow pain points: proposal drafting, research synthesis, and client-facing communication. Participants built live workflow prototypes during the program using their actual project materials, and completed the cohort with a documented implementation plan for firm-wide rollout.
The results
Measured outcomes
- Senior consultants recovered an average of 8 hours per week by shifting first-draft and research tasks to AI-assisted workflows
- The firm standardized a proposal drafting workflow that reduced average first-draft time from 3.5 hours to under 90 minutes
- A shared research synthesis template was adopted across all active projects within 30 days of program completion
- Two participants advanced to the AI Agent Builder credential to build an internal knowledge assistant for the firm's methodology library
- The firm cited the training investment as a direct contributor to a 22% increase in proposal output volume in Q3
"Our proposal turnaround dropped significantly. The instructors understood our context — they weren't just teaching tool features, they were helping us solve real problems."