Why Your Connected Plant Still Isn’t Predictive - Digital Innovation Five Challenges Interactive eBook

Why Your Connected Plant Still Isn’t Predictive

Five digital challenges you must solve

Many pharmaceutical manufacturing sites have achieved connectivity, the third level of the digital maturity model. Level 4 – a predictive plant – often remains out of reach, however. This interactive guide explores the five critical challenges...Contents

Moving from Connected to Predictive

_{Challenge #1}

Fragmented Data:

^{Challenge #2}

Incomplete Process Understanding:

^{Challenge #3}

Insights That Don’t Drive Actions:

^{Challenge #4}

Reactive Reliability:

^{Challenge #5}

Validation and Governance Barriers:

^{Pulling it Together}

The Four Themes

^{Starting Points}

Your 90-Day Roadmap

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Many pharmaceutical manufacturing sites have achieved connectivity, the third level of the digital maturity model. Level 4 – a predictive plant – often remains out of reach, however. This interactive guide explores the five critical challenges blocking plants from reaching Level 4 and how CAI can help you overcome them.

^{LEVEL 3}

Connected Plant

There is connectivity between systems and data flows freely but may lack context.

^{LEVEL 4}

Predictive Plant

Real-time contextualized data enables forward-looking analytics, while AI and other tools allow for predictive operations.

Table of Contents

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Challenge #3: Insights that don't drive actions

Analytics must move past just visibility to guide responses and decisions

02

Moving from connected to predictive

Before reaching Level 4, first you must understand the maturity scale and where you are right now

05

06

Challenge #4: Reactive reliability

Predictive insights allow for early interventions to avoid failures

Challenge #5: Validation and governance barriers

Adequate frameworks enable deployment of AI at scale

Challenge #1: Fragmented data

Predictive operations require high-quality, aligned and contextualized data

03

Challenge #2: Incomplete process understanding

Understanding what variables affect quality outcomes is critical

Pulling it together

Addressing the four fundamental gaps to reach Level 4

Next steps and about CAI

Tailor your journey to your specific needs

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