Satori

Start by connecting your warehouses, lakes, and databases, then watch a live inventory take shape without moving data. As users run queries, the platform fingerprints activity and profiles columns to suggest sensitivity tags. New assets appear with recommended handling for PII, PHI, and payroll attributes, so you can claim ownership fast and set defaults by domain. The home view surfaces hot datasets, unusual spikes, shadow tables, and unreviewed fields. From there, designate stewards, define approved use cases, and lock in defaults for masking and retention before anyone pulls a single report.

Granting access becomes a guided task instead of a ticket chase. Data product owners publish curated views with built‑in rules, and requesters use a portal or Slack command to pick a dataset, project, and time window. Approvals route to the right steward; once greenlit, least‑privilege rights are issued automatically. Dynamic masking, row filters, and tokenization apply at query time, so the same table can safely serve multiple teams. Time‑boxed permissions auto‑expire, and break‑glass paths add multi‑factor prompts and heightened logging. Role and attribute mapping syncs with your IdP/IAM, so employees, contractors, and service accounts inherit scopes without manual grants on each system.

Security and compliance teams manage the rulebook centrally. Build policies as code or with a form builder, then test them in a staging space by replaying recent queries to see impact before rollout. Use ready‑made templates for HR and payroll data, with region‑aware defaults; when labor or privacy rules change, the system flags affected datasets and suggests updates. Every control carries owners, version history, and status, enabling quick attestations. Workflows plug into Jira and ServiceNow for approvals, renewals, and quarterly reviews, and you can require ticket IDs, business justifications, or evidence attachments for each change. Scheduled checks verify encryption, key rotation, and configuration drift across environments.

Day to day, operations teams track posture and assemble reports in minutes. Dashboards summarize who touched sensitive columns, how policies evolved, and where data moved across clouds and on‑prem. Prebuilt packs align to SOC 2, ISO 27001, HIPAA, GDPR, and HR obligations; export them or stream logs to your SIEM via syslog or API. When risky patterns show up—bulk exports, off‑hours spikes, anomalous joins—controls can throttle queries, isolate sessions, alert responders, or revoke tokens. Integration tests validate data access paths during app releases so schema changes don’t break masking or filters. The result: analysts keep shipping insights, engineers keep deploying, and you maintain consistent guardrails everywhere data lives.