Illustrative example: Reducing handoff delays between operations and sales (anonymized)

This anonymized, illustrative example shows how a short knowledge-mining project can uncover a cross-functional opportunity.

Problem

Sales teams reported frequent delays handing projects to operations. Operations flagged incomplete requirements and repeated clarifications as the main cause. Executive dashboards showed occasional spikes in project-start delays, but not a clear pattern.

What the project did

• Framed the scope: reduce time from signed contract to operations kickoff.
• Interviewed 12 people across Sales, Operations, Legal, and Customer Success using a standard intake form.
• Mapped the typical handoff and identified three recurring friction points: inconsistent contract templates, unclear acceptance criteria, and missing contact information.
• Ran a lightweight topic analysis on 200 handoff emails (de‑identified) to validate interview themes.

Findings

The synthesis produced two hypotheses: (1) Multiple contract templates created ambiguity about deliverables; (2) No mandatory fields in the handoff form left operations without essential info, prompting clarifying emails that delayed starts by 48–72 hours.

Pilots

• Quick pilot: Add two mandatory fields to the handoff form (deliverables checklist and primary operations contact). Run for 6 weeks and measure average time to kickoff.
• Strategic pilot: Standardize two contract templates and a one‑page acceptance checklist to remove ambiguity. Begin with three repeatable deal types.

Outcome (illustrative)

Within six weeks the quick pilot reduced median kickoff delay by one business day on pilot deals, and the organization documented learning questions for the contract standardization work. Importantly, the team validated that simple changes in artifacts and forms — not heavy analytics — unlocked cross-functional value.

Why this helps

This example highlights the project’s practical pattern: use interviews to uncover stories, validate at scale with limited data, and design low-friction pilots that change shared artifacts or decisions rather than complex systems.