Which cloud provider do you use for your Enterprise Data Warehousing needs?
Google Cloud Platform - BigQuery14%
Amazon Web Services - Redshift47%
Microsoft - Azure34%
Snowflake3%
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Senior Enterprise Architect, Application Consulting in Healthcare and Biotech4 years ago
Oracle Cloud Infrastructure
2
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We use Microsoft PowerBI extensively at the company. Over 15,000 reports.
For our "corporate" reports, like financials or HR, we centralize those requests and attend them with my team.
We currently "extract" information from multiple systems (ie. SAP, SuccessFactors, CRM, etc...) and put in into a SQL Analysis Services. For interpreting the data we have a Semantics model in PBI.
The problem I see is we can't scale enough to comply with the reporting demands as the semantic model is "unique" and we end up having only one or two developers that can work at a time.
Anyone has an idea how to scale their PBI teams without having to redevelop the semantic model per report?
AI and Research in Marketing and Communications: How Are You Ensuring Quality and Truth Over Speed? As AI becomes embedded in our day-to-day marketing operations, from customer insight to content strategy, it’s clear we’re gaining speed and scale. But are we sacrificing veracity and quality of output in the process? One of the biggest challenges I'm seeing is the rise of hallucinated content in AI-generated research. - How do we ensure AI systems are surfacing trustworthy, contextually accurate, and well-sourced information? - Are we building enough verification layers into our AI-driven content and research workflows? - And how are you educating teams (and execs) to challenge AI outputs, rather than accept them at face value? - What frameworks, tools, or governance models have you adopted to maintain integrity and depth in AI-led research and insight creation? - Have you had success (or struggles) balancing speed vs. substance in AI-powered strategies? Your thoughts, examples, and recommendations would be incredibly valuable in helping others try to navigate this shift responsibly.
What's your most indispensable cloud infrastructure tools to use in addition to what you get from GCP, AWS, Azure?
HashiCorp (Terraform, Vault, Packer, etc.)22%
Cloud infra automation (Ansible, Puppet, Chef, etc.)56%
APM (Datadog, AppD, SignalFX, NewRelic, etc.)10%
Others?10%
What will be the effects of AI on meaningful work?
Mostly Replacing18%
Managing the Machine65%
Minding the Machine62%
Amplifying- Productivity Boost37%
Oops, accidentally clicked Snowflake and it won't let me un-select!