40% Less Admin, Proposals in Under an Hour

A regional firm was losing nearly 40% of employee time to manual administrative work — emails, proposals, CRM updates, and reporting — with no clear path to growth without adding headcount.

The business was capable and busy, but its people were spending too much of the week on low-value administrative work. Every new client added more of the same overhead, which made growth feel like it required hiring rather than better leverage of the team already in place.

• Conducted an AI readiness assessment to find where time was being lost and where AI could realistically help
• Prioritized the highest-effort, most repetitive work — proposals, CRM updates, and reporting
• Established AI governance so tools would be used safely and consistently

• Implemented Microsoft Copilot across the team's daily work
• Built workflow automation to remove repetitive administrative steps
• Created prompt libraries so staff could get consistent, high-quality output
• Trained staff and supported adoption so the tools actually got used

• Adoption is the deliverable — training, prompt libraries, and governance are what turn tools into results.
• Targeting the highest-effort repetitive work first produces visible wins that build momentum.
• AI readiness assessment up front prevents investing in automation that doesn't move the needle.