Insights
Notes from building SENTINEL-X.
Practical thinking on testing AI systems, from the NavIshX Solutions team.
Release gatesStatisticsAI testing
Your AI passed 50 tests. What did that prove?
A perfect score on a small suite proves much less than it looks. The rule of three, applied to AI release gates.
12 Oct 2026 · 5 min read
RAGAgentsCoverage
Outside-in, Signals, Full trace: what you can and can’t prove about an AI system
Most AI evaluation tools silently assume access they don't have. Here's what each level of visibility can actually evidence.
5 Oct 2026 · 6 min read
EU AI ActComplianceDPDP
From regulation clause to test case
How to turn the EU AI Act, GDPR or India's DPDP Act into tests a machine can run — and be honest about the parts it can't.
28 Sept 2026 · 7 min read