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Signal Sentry vs Wazuh in Production: What One AWS Team Learned the Hard WayFeaturedCloud Security

Signal Sentry vs Wazuh in Production: What One AWS Team Learned the Hard Way

An Indian automotive company with 51 AWS accounts and 5 GB/day of WAF, VPC Flow and CloudTrail logs hit hours of lag, duplicate and dropped events, timed-out searches and full disks on Wazuh. We re-ran it on matched hardware. Here is what changed - and where Wazuh still fits.

Tushar BhargavUpdated Oct 13, 202610 min read
The CISO's Playbook for AI Governance: Moving Beyond "We'll Figure It Out Later"AI Governance

The CISO's Playbook for AI Governance: Moving Beyond "We'll Figure It Out Later"

Most enterprises have AI in production. Far fewer have a policy governing it. A five-pillar framework - inventory, classification, access control, monitoring, decommission - plus how to put AI risk in front of a board in currency rather than jargon.

Gyanu RaiUpdated Sep 8, 202611 min read
The DPDPA Countdown: 9 Compliance Gaps Every DPO Must Close Before 13 May 2027Data Privacy

The DPDPA Countdown: 9 Compliance Gaps Every DPO Must Close Before 13 May 2027

The DPDP Rules were notified in November 2025. Penalties commence 13 November 2026 and full compliance is due 13 May 2027. The nine gaps that take longest to close, ranked by lead time, with a 120-day readiness sprint.

Tushar BhargavUpdated Sep 8, 202611 min read
EU AI Act + DPDPA + Sectoral Rules: Navigating a Multi-Jurisdiction Compliance MazeGRC

EU AI Act + DPDPA + Sectoral Rules: Navigating a Multi-Jurisdiction Compliance Maze

An Indian fintech serving EU customers now answers to four regimes at once. Where a highest-common-denominator control set works, where it genuinely fails, and how one control mapped many ways cuts duplicate testing.

Kamlesh KumarUpdated Sep 8, 202610 min read
AI Model Risk Is Now Board Risk: What CISOs Must Report in the Next Quarterly ReviewAI Governance

AI Model Risk Is Now Board Risk: What CISOs Must Report in the Next Quarterly Review

Translating hallucination, drift and bias into enterprise-risk language. What belongs in an AI model register, the five numbers boards actually want, and a one-page heatmap that asks for exactly one decision.

Tushar BhargavUpdated Sep 8, 20269 min read
Consent Under DPDPA Is Not a Checkbox: Architecting a Consent Lifecycle That Survives AuditData Privacy

Consent Under DPDPA Is Not a Checkbox: Architecting a Consent Lifecycle That Survives Audit

Section 6 read as an engineering specification. Consent receipts, verifiable parental consent, Consent Manager interoperability, withdrawal propagation - and the unsolved problem of withdrawing consent from a trained model.

Yashika ChopraUpdated Sep 8, 202610 min read
Shadow AI in the Enterprise: The Governance Blind Spot Keeping CISOs Up at NightAI Governance

Shadow AI in the Enterprise: The Governance Blind Spot Keeping CISOs Up at Night

Marketing has a copywriter. Finance has a notebook. HR is screening CVs. Five discovery techniques, a risk taxonomy, and an acceptable use policy people will actually follow - plus why embedded AI in approved SaaS is the bigger exposure.

Tushar BhargavUpdated Sep 8, 20269 min read
Building a Data Protection Impact Assessment (DPIA) Engine That Doesn't Collect DustData Privacy

Building a Data Protection Impact Assessment (DPIA) Engine That Doesn't Collect Dust

Most DPIAs are Word documents nobody reopens. How to build trigger-based reassessment wired to your data catalogue and MLOps pipeline, a defensible scoring methodology, and DPIA gates inside CI/CD.

Satish ChoudharyUpdated Sep 8, 20268 min read
Third-Party and Fourth-Party AI Risk: Your Vendor's LLM Is Your Regulatory ProblemGRC

Third-Party and Fourth-Party AI Risk: Your Vendor's LLM Is Your Regulatory Problem

The AI supply chain runs six layers deep and your contract covers one. Due-diligence questions specific to AI vendors, contract clauses that actually bite, and how to assess the GPU cloud you have never heard of.

Ankush PrasadUpdated Sep 8, 202610 min read

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