Are you currently enrolled in a University? Avail Student Discount 

NextSprints
NextSprints Icon NextSprints Logo
⌘K
Product Design

Master the art of designing products

Product Improvement

Identify scope for excellence

Product Success Metrics

Learn how to define success of product

Product Root Cause Analysis

Ace root cause problem solving

Product Trade-Off

Navigate trade-offs decisions like a pro

All Questions

Explore all questions

Meta (Facebook) PM Interview Course

Crack Meta’s PM interviews confidently

Amazon PM Interview Course

Master Amazon’s leadership principles

Apple PM Interview Course

Prepare to innovate at Apple

Google PM Interview Course

Excel in Google’s structured interviews

Microsoft PM Interview Course

Ace Microsoft’s product vision tests

1:1 PM Coaching

Get your skills tested by an expert PM

Resume Review

Narrate impactful stories via resume

Pricing
Product Management Root Cause Analysis Question: Investigating Carbon M2 3D printer performance decline
Image of author NextSprints

Nextsprints

Updated Jan 22, 2025

Submit Answer

Asked at Carbon

15 mins

Why has Carbon's M2 3D printer experienced a 30% drop in print success rate over the past month?

Problem Solving Data Analysis Technical Knowledge 3D Printing Manufacturing Industrial Technology
Root Cause Analysis Product Troubleshooting Quality Control Manufacturing 3D Printing

Introduction

The Carbon M2 3D printer's 30% drop in print success rate over the past month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

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 be a recent change in the printer's firmware or software. Has there been any update to the M2's operating system or control software in the last 1-2 months?

Why it matters: Software changes can significantly impact printer performance. Expected answer: Yes, there was a recent update. Impact on approach: If confirmed, we'd focus on software-related issues and rollback options.

  • Considering the magnitude of the drop, I'm wondering about potential hardware issues. Have there been any changes in the supply chain or manufacturing process for key components?

Why it matters: Hardware quality directly affects print success rates. Expected answer: No significant changes reported. Impact on approach: If no changes, we'd shift focus to usage patterns or environmental factors.

  • Given the specific 30% figure, I'm curious about how print success is measured. Has the definition or measurement method for print success changed recently?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement methodology. Impact on approach: If changed, we'd need to reassess the actual impact and potentially recalibrate our metrics.

  • Thinking about user behavior, have there been any significant changes in the types of projects or materials being used with the M2 printer?

Why it matters: Different projects or materials could stress the printer in new ways. Expected answer: Some shift towards more complex projects. Impact on approach: If confirmed, we'd investigate material compatibility and printer settings for these new use cases.

Subscribe to access the full answer

Monthly Plan

The perfect plan for PMs who are in the final leg of their interview preparation

$99.00 /month

(Billed monthly)
  • Access to 8,000+ PM Questions
  • 10 AI resume reviews credits
  • Access to company guides
  • Basic email support
  • Access to community Q&A
Most Popular - 75% Off

Yearly Plan

The ultimate plan for aspiring PMs, SPMs and those preparing for big-tech

$99.00
$25.00 /month
(Billed annually)
  • Everything in monthly plan
  • Priority queue for AI resume review
  • Monthly/Weekly newsletters
  • Access to premium features
  • Priority response to requested question
Leaving NextSprints Your about to visit the following url Invalid URL

Loading...
Comments


Comment created.
Please login to comment !