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Data Science Readiness

When your organization needs data science, machine learning, and AI experts, Insight Softmax is the team to call.

What is needed to be data science ready?

There are three main areas we use to assess a company's data science readiness. Each area also contains sub-areas that, when taken as a whole, form a holistic picture of readiness.

  1. People + culture
    • Mindset
    • Willingness to change
    • Skills
    • Culture
  2. Data + architecture
    • Quality
    • Quantity
    • Availability / Access
    • One source of truth
  3. Processes + systems
    • Interfaces
    • System Architecture
    • Data Flow
    • Data-enabled processes
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Data science readiness self-assessment

There are three main areas we use to assess a company's data science readiness. Each area also contains sub-areas that, when taken as a whole, form a holistic picture of readiness.

How it works

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Benefits of Assessment

Compare Tiers

<DSRA tiers light>

*LIGHT ASSESSMENT*

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<DSRA tiers holistic>

*HOLISTIC ASSESSMENT*

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DSRA tiers expert

*HOLISTIC EXPERT ASSESSMENT*

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Not sure which assessment is right for you?

Not sure which assessment is right for your organization? Schedule a free 30-minute consultation below and we'll help you find the best fit for you.

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Feature Comparison

LIGHT ASSESSMENTHOLISTIC ASSESSMENTHOLISTIC EXPERT ASSESSMENT
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Ready to take the next step?

Not sure which assessment is right for your organization? Schedule a free 30-minute consultation below and we'll help you find the best fit for you.

Book now