[Infographics] Which Tool Is Best for Detecting Sensitive Data?
Insights from AI Builders in MLOps.community
Scrubbing sensitive data at scale: do you reach for AWS Comprehend, Macie, or Microsoft Presidio—and why might you end up using two at once? 🤔
When Adam Becker asked how teams balance cost versus coverage, Médéric Hurier explained his “dual‑tool” play: Presidio’s open‑source muscle tackles high‑volume batch jobs, while Comprehend’s pay‑as‑you‑go convenience shines for a daily trickle of 10–20 pages. For anyone who can batch data into S3, Macie enters as a budget‑friendly specialist.
The decision tree usually comes down to batch or real‑time workflows, daily document volume, and long‑run cost. Small, predictable streams lean toward a fully managed service like Comprehend; large or spiky workloads often pair Presidio’s flexibility with Macie’s low‑cost bulk scanning to keep both spend and risk in check.
Which PII‑detection combo is saving you the most money? Share your stack below 👇
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