Short answer

Before committing to an automation project, rigorously assess the maturity of the core technologies involved to proactively identify and mitigate potential schedule risks.

Field: Commercial Production
Source: DSpace@MIT (Massachusetts Institute of Technology) (2014)
Method: Case study and qualitative analysis
Evidence: Strong effect

Evaluating the maturity of automation technologies before project initiation can significantly improve the accuracy of schedule risk assessments. This commercial production research insight is drawn from a 2014 study published in DSpace@MIT (Massachusetts Institute of Technology). Using Case study and qualitative analysis, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Before committing to an automation project, rigorously assess the maturity of the core technologies involved to proactively identify and mitigate potential schedule risks.

Study

Commercial ProductionHigh ImpactStrong effect

Technology maturity assessment predicts automation project schedule risk

Evaluating the maturity of automation technologies before project initiation can significantly improve the accuracy of schedule risk assessments.

DSpace@MIT (Massachusetts Institute of Technology) · 2014

Key Findings

01A clear correlation exists between lower technology maturity levels and increased schedule risk in automation projects.
02Specific maturity indicators can be defined to quantitatively assess technological readiness.
03Early identification of low-maturity technologies allows for proactive risk mitigation strategies.

Application

Design takeaway

Before committing to an automation project, rigorously assess the maturity of the core technologies involved to proactively identify and mitigate potential schedule risks.

How to apply

When considering new automation solutions, use a structured approach to evaluate the technology's development stage, reliability, and integration feasibility. Factor this assessment into your project timeline and risk management plans.

Project actions

01When choosing a technology for your design project, research its current development stage and reliability.
02Consider how mature the technology is and if it has been successfully implemented in similar applications before.

Method & Evidence

AimHow can technology maturity models be used to assess and predict the schedule risk associated with future automation projects?

MethodCase study and qualitative analysis

ProcedureThe research analyzed existing technology maturity models and applied them to case studies of automation projects to identify correlations between technology maturity levels and schedule performance. It involved reviewing project documentation, interviewing stakeholders, and assessing the technological readiness of implemented systems.

ContextIndustrial automation and project management

Variables

IVTechnology maturity level

DVProject schedule risk (e.g., likelihood of delay, magnitude of delay)

CVProject scope, team experience, budget constraints

Strengths & Limitations

Strengths

+Provides a structured approach to risk assessment.
+Highlights the importance of early-stage technology evaluation.

Limitations

It can be difficult to find objective data on the maturity of cutting-edge technologies, and subjective judgment may be required.

Reliability & validity

Reliability could be improved by using multiple assessors for technology maturity. Validity is supported by the correlation found between maturity and schedule performance in the original study.

Think critically

To what extent can technology maturity models be universally applied across different industries and types of automation?

Design Principles

"Proactive risk assessment through technology maturity evaluation leads to more predictable project outcomes."

For design and engineering teams, understanding the readiness of new technologies is crucial for realistic project planning. This insight helps in allocating resources effectively and mitigating potential delays that can arise from unproven or immature automation solutions.

What This Means for Your Design

If you're planning to use new technology in a project, check how ready it is. If it's not very ready, your project might take longer than expected.

How to use in your project

1.Reference this research when discussing the selection of technologies for your design project and how their maturity impacts feasibility and timelines.

Add to My Project

Quick Cite

Paragraph starter

The selection of technologies for this design project was informed by an understanding of technology maturity, as highlighted by Frackleton (2014). Assessing the readiness of automation technologies is crucial for predicting and mitigating schedule risks, ensuring more reliable project execution.

Source

DSpace@MIT (Massachusetts Institute of Technology)

Technology maturity analysis for assessing capacity and schedule risk of future automation projects

journal · 2014

View source

Questions About This Research

What does the research say about technology maturity assessment predicts automation project schedule risk?: Before committing to an automation project, rigorously assess the maturity of the core technologies involved to proactively identify and mitigate potential schedule risks. Evidence: DSpace@MIT (Massachusetts Institute of Technology) (2014).
Why does "Technology maturity assessment predicts automation project schedule risk" matter for design?: For design and engineering teams, understanding the readiness of new technologies is crucial for realistic project planning. This insight helps in allocating resources effectively and mitigating potential delays that can arise from unproven or immature automation solutions.
How can designers apply this research?: Before committing to an automation project, rigorously assess the maturity of the core technologies involved to proactively identify and mitigate potential schedule risks.
What were the main findings?: A clear correlation exists between lower technology maturity levels and increased schedule risk in automation projects.. Specific maturity indicators can be defined to quantitatively assess technological readiness.. Early identification of low-maturity technologies allows for proactive risk mitigation strategies.
What research method was used?: Case study and qualitative analysis.
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2014 journal from DSpace@MIT (Massachusetts Institute of Technology).
What should I do differently in my next project?: When considering new automation solutions, use a structured approach to evaluate the technology's development stage, reliability, and integration feasibility. Factor this assessment into your project timeline and risk management plans.
What are the limitations?: The effectiveness of the assessment can be subjective and dependent on the accuracy of the maturity indicators used. The study may not cover all types of automation technologies or project complexities.