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Product Management Root Cause Analysis Question: Investigating decline in Synack Red Team mission efficiency
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Nextsprints

Updated Jan 22, 2025

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Asked at Synack

15 mins

Why has the average time-to-first-find metric for Synack Red Team missions increased by 40% in the last two weeks?

Data Analysis Problem Solving Strategic Thinking Cybersecurity SaaS IT Services
Product Strategy Data Analysis Performance Metrics Root Cause Analysis Cybersecurity

Introduction

The recent 40% increase in the average time-to-first-find metric for Synack Red Team missions over the past two weeks is a critical issue that demands immediate attention. This metric directly impacts the effectiveness of our security testing process and could have far-reaching consequences for our clients' vulnerability detection and overall cybersecurity posture. I'll approach this problem systematically, focusing on identifying the root cause, validating our hypotheses, and developing both short-term fixes and long-term strategic solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent change in our platform or processes. Has there been any significant update to the Synack Red Team platform or mission assignment algorithm in the last month?

Why it matters: Recent changes could directly impact the time-to-first-find metric. Expected answer: Yes, there was a platform update two weeks ago. Impact on approach: If confirmed, we'd focus on the changes made in that update.

  • Considering the scope, I'm wondering if this increase is uniform across all types of missions or specific to certain categories. Can you provide a breakdown of the time-to-first-find metric by mission type or client industry?

Why it matters: This helps identify if the issue is systemic or localized to specific mission types. Expected answer: The increase is more pronounced in web application testing missions. Impact on approach: We'd prioritize investigating factors specific to web application testing.

  • Thinking about our Red Team composition, has there been any significant change in the number or expertise level of our Red Team members recently?

Why it matters: Changes in team composition could affect mission performance. Expected answer: No major changes in team composition. Impact on approach: We'd focus more on platform or process issues rather than team-related factors.

  • Considering external factors, have we seen any changes in the complexity or scope of the missions assigned in the last two weeks compared to previous periods?

Why it matters: Increased mission complexity could naturally lead to longer time-to-first-find. Expected answer: Mission complexity has remained relatively consistent. Impact on approach: We'd look more closely at internal factors affecting performance.

  • Regarding data integrity, can you confirm that the definition and measurement process for the time-to-first-find metric has remained consistent over the past month?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: Yes, the metric definition and measurement process are unchanged. Impact on approach: We can proceed with confidence in the data's consistency.

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