Why has the average time-to-hire metric for companies using Eightfold.ai's Talent Acquisition solution increased by 5 days in Q2 compared to Q1?

Introduction

The increase in average time-to-hire for Eightfold.ai's Talent Acquisition solution by 5 days in Q2 compared to Q1 is a significant shift that warrants thorough investigation. This analysis will systematically identify potential root causes, validate hypotheses, and propose solutions to address this critical metric decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this increase been observed in previous years during the same period?

Why it matters: Helps distinguish between cyclical patterns and unique issues. Expected answer: No, this is an unusual increase for Q2. Impact on approach: If seasonal, we'd focus on optimizing for known patterns; if not, we'd investigate recent changes.

• Considering the metric definition, I'm curious if there have been any changes to how time-to-hire is calculated. Have there been any adjustments to the measurement process or definition recently?

Why it matters: Ensures we're comparing apples to apples across quarters. Expected answer: No changes to the metric definition or calculation process. Impact on approach: If changed, we'd need to recalibrate historical data; if not, we can focus on actual performance factors.

• Thinking about user segments, I'm wondering if this increase is uniform across all client types. Are we seeing this 5-day increase consistently across different company sizes or industries?

Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The increase varies across segments, with larger companies experiencing a more significant delay. Impact on approach: Would guide us to investigate segment-specific factors vs. platform-wide issues.

• Considering recent product updates, have there been any significant changes to the Talent Acquisition solution in the past quarter that might impact the hiring process?

Why it matters: Recent changes could directly correlate with the metric shift. Expected answer: A new AI-powered candidate ranking feature was introduced in early Q2. Impact on approach: Would focus our investigation on the impact and adoption of this new feature.