How much effort goes into uncovering your company's data systems and organizing them into a unified Data Map?

Data Governance

It's taken/will take several internal teams and a Data Mapping vendor more than a year.15%

It's taken/will take several internal teams and a Data Mapping vendor 1-2 business quarters49%

It's taken/will take multiple teams more than a year.18%

It's taken/will take multiple teams 1-2 business quarters.9%

It's taken/will take one dedicated team more than a year.6%

It's taken/will take one dedicated team 1-2 business quarters.2%

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What do you see as the single greatest threat to ethical data use in your industry?

Short-sighted focus on profit18%

Lack of holistic view of data pipelines41%

Regulations not keeping up20%

Unclear ownership of responsibility for ethical data use15%

Limited view of potential impact of unethical data use6%

Something else? Comment below

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What does the blueprint look like at your org for a minimal viable organizational structure needed to run an AI governance program?

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I have complete knowledge of what data my company collects, who has access to it, and the reasons we collect and store it.

Strongly agree7%

Agree51%

Neutral20%

Disagree18%

Strongly disagree1%

Other (please specify)

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Is anyone using Securiti.ai as their dedicated Data Governance tool - applying it to enterprise data cataloging, lineage, quality management & stewardship as opposed to using more "traditional" tools like Collibra, Informatica, or MS Purview?

My ESG team uses a dedicated application to consolidate indicators for external reporting. This system manages a workflow where a designated owner submits data and a validator approves it. However, the process is heavily manual and lacks system integration. With upcoming regulations like CVM 193 in Brazil, the pressure for accurate, auditable, and timely ESG data is intensifying, and our current tool is being questioned. Question: What strategies or platforms have you implemented to automate the extraction of ESG data from various source systems (EHS, HR, ERP, etc.) into a centralized reporting tool?