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Infrastructure Security & Compliance Automation Accelerator

AI-Driven Infrastructure Risk Management on a Governed Lakehouse
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Overview

The Databricks App for Infrastructure Security & Compliance Automation delivers a unified, AI-assisted workspace for infrastructure security teams and CISOs to continuously monitor security posture, investigate risks, and automate compliance evidence and remediation. Built on the Databricks Data Intelligence Platform, the app consolidates cloud, endpoint, network, identity, and vulnerability telemetry into a single governed Security Lakehouse.
By combining real-time ingestion, AI-powered investigation workflows, and Genie- and Agent-driven automation, organizations gain end-to-end visibility across hybrid and multi-cloud environments. This enables faster detection of misconfigurations, prioritized remediation, and continuous compliance with frameworks such as SOC 2, PCI-DSS, HIPAA, and ISO 27001, without manual evidence collection or fragmented tooling.

Key Offerings

Unified Infrastructure Security Data Ingestion

Ingests cloud configuration and activity logs, CSPM findings, EDR/XDR telemetry, IAM events, network data, and vulnerability feeds into Delta Lake, creating a single, normalized view of infrastructure risk.

AI-Assisted Risk Investigation & Correlation

Correlates misconfigurations, vulnerabilities, identity risks, and threat signals across tools, applying real-time risk scoring enriched with asset criticality and business context.

Continuous Compliance & Evidence Automation

Maps infrastructure findings for regulatory controls and best practices, generating auditable evidence bundles and compliance views for SOC 2, PCI-DSS, HIPAA, and ISO 27001.

Conversational Security & Compliance Intelligence

Enables infrastructure security teams and executives to assess posture, identify gaps, and explore remediation priorities using natural language via Databricks AI/Genie.

Automated Remediation Prioritization

Security agents rank remediation actions by risk-to-effort, group related fixes, track progress, and automatically validate closure using fresh telemetry.

Deliverables

Infrastructure Security Lakehouse Pipelines

Streaming and batch pipelines built with Delta Live Tables to ingest, normalize, enrich, and correlate infrastructure security telemetry at scale.

Risk & Compliance Dashboards

Real-time dashboards powered by Databricks SQL showing misconfigurations, vulnerabilities, asset risk scores, remediation status, MTTR, and compliance coverage.

AI/Genie-Powered Investigation Interfaces

Conversational interfaces for infrastructure security managers and CISOs to explore risks, compliance gaps, and remediation impact without manual analysis.

Risk Scoring & Correlation Models

ML models for asset risk scoring, misconfiguration prioritization, and threat correlation, tracked with MLflow and deployed through Model Serving.

Governance, Lineage & Audit Controls

Unity Catalog–driven role-based access, lineage, immutability, and audit logging across data, models, investigations, and remediation workflows.

Differentiator

1. Unified Infrastructure Security Visibility: Brings together cloud, endpoint, network, identity, and vulnerability data into a single, trusted platform, eliminating fragmented CSPM, EDR, and audit workflows.
2. AI-Driven Risk Prioritization: Moves beyond static severity by blending CVSS, exposure, privilege, and business context to focus remediation on what matters most.
3. Built-In Compliance Automation: Continuously maps infrastructure posture to regulatory frameworks, reducing audit preparation from weeks to days with immutable evidence trails.
4. Conversational Security & Compliance Analytics: Enables both operational teams and executives to assess risk and compliance through natural language while preserving governance and auditability.
5. Operational-to-Executive Alignment: Delivers role-based experiences from deep investigation dashboards to executive scorecards on the same governed Lakehouse.
6. Real-Time, Enterprise-Scale Architecture: Streaming pipelines, serverless analytics, and scalable ML support continuous posture monitoring across large hybrid and multi-cloud estates.
7. Proven Databricks Security Expertise: Delivered by zeb’s Databricks-certified teams with experience in infrastructure security, compliance automation, and regulated environments.