Claris Blog

9 September 2026•9 min read

Global Regulatory Alignment: Automating Compliance Across EU AI Act, NIST, and RBI FREE-AI

Regulatory Lag — where AI law changes faster than your code can — creates compounding legal liability. Claris's Policy Mapping Engine translates regulations…

30 August 2026•7 min read

Architecture

The Ecosystem Hub: Unified Governance for Scikit-learn, TensorFlow, and XGBoost

Running scikit-learn, XGBoost, and TensorFlow models in parallel means fragmented monitoring. The Ecosystem Hub connects every framework to a single…

10 August 2026•8 min read

BFSI

Banking-Grade AI Governance: How Claris Solves the BFSI Explainability Wall

The Explainability Wall blocks AI deployment when a bank's legal team can't demonstrate model fairness to regulators.

31 July 2026•10 min read

Basel IV and the AI Model Validation Gap: How Governance Platforms Close It

Basel IV introduces substantially higher expectations for model validation — including AI. This article maps the key requirements to the governance…

Healthcare

21 July 2026•7 min read

Clinical Decision Support AI: Explainability Requirements Under NABH and CDSCO Guidelines

Clinical AI must be explainable to clinicians, not just accurate for benchmarks. NABH and CDSCO guidelines create obligations that go beyond traditional…

11 July 2026•8 min read

IRDAI's Principles for AI/ML in Insurance: What Underwriting Models Must Prove

The IRDAI's AI/ML principles demand explainability, fairness, and human oversight for underwriting models. This guide maps each principle to specific…

1 July 2026•10 min read

RBI FREE-AI Compliance Checklist: What Every Indian Bank Needs to Audit

The Reserve Bank of India's FREE-AI framework (Fairness, Resilience, Explainability, Ethics) is not aspirational — it is an audit-ready standard.

21 June 2026•9 min read

DPDP Act 2023 for AI Teams: What 'Purpose Limitation' Means for Your Data Pipeline

India's Digital Personal Data Protection Act mandates that data collected for one purpose cannot be used for another — including model training.

Fairness

11 June 2026•6 min read

The Gig Economy Problem: Why Standard Credit Models Fail Hustlers and Anchors

Gig workers, freelancers, and single-parent households have income volatility patterns that traditional credit models penalize.

AI Governance

1 June 2026•8 min read

Why Silent Logic Decay is the Hidden Risk in Enterprise AI

Traditional monitoring tools watch for uptime and accuracy. But the most dangerous AI failures happen silently — when model logic drifts weeks before accuracy…