What types of data pipelines is your org using?

Data & Analytics Strategy & Architecture

Batch streaming45%

Real-time streaming75%

Lambda architecture35%

Other (please share in comments)3%

132 PARTICIPANTS

857 views1 Comment

Director of Data Architecture in Media, 5,001 - 10,000 employees

Kappa Architecture is replacing Lamba, it is mainstream now.

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If the bulk of your workforce is hourly, non-salary, frontline or essential – a digital workplace is an:

People & Leadership Disruptive & Emerging Technologies Team & Organizational Design +22 more

Important solution for today’s way of working52%

Interesting idea to explore for 202242%

Not necessary6%

214 PARTICIPANTS

971 views1 Upvote1 Comment

Thinking about your organization as a whole, what would you say are its top business objectives for the next two years?

Strategy & Architecture

Growth / market share32%

Digital business / digital transformation25%

Profit improvement15%

Innovation / new products7%

Customer focus5%

Corporate M&A2%

Technology Improvements4%

Cost Optimization3%

Operations improvement2%

1176 PARTICIPANTS

4.5k views4 Upvotes

What performance measures or metrics do you use to determine the impact of data governance and data management activities (e.g., master data management, data cataloging, business glossary, data policies, data sharing, etc.)?

Data Governance Data & Analytics

23 views

Can you share examples of using data analytics to identify cost optimization opportunities in IT?

Data & Analytics Cost Optimization

Chief Technology Officer in Software, 51 - 200 employees

We use analytics to identify potential leakages in inventory and order discounts.
Also on tech side, we analyse data to identify the need of servers on AWS.

Another use case is instead of physical check on clinics, ...read more

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1.3k views3 Comments

If you had a magic wand - what's the #1 daily business challenge you'd eliminate?

People & Leadership Strategy & Architecture Cloud +57 more

CTO in Software, 201 - 500 employees

Without a doubt - Technical Debt! It's a ball and chain that creates an ever increasing drag on any organization, stifles innovation, and prevents transformation.

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39.8k views130 Upvotes318 Comments