Industry

AI Credit Scoring in India: Accuracy, Fairness and Model Risk

AI can strengthen credit assessment, but accuracy alone is not enough. Indian lenders need reliable data, independent validation, fairness testing…

9 Min Read

India’s DPDP Act: Why Compliance Must Be Built Before the Deadline

India’s Digital Personal Data Protection framework has a phased commencement timeline. Companies should use the transition period to map data,…

6 Min Read

India Tech Funding in FY2026: Capital Is More Selective, Not Gone

India’s technology startup funding moderated in FY2026, while capital continued to flow. Founders should interpret the figures carefully and align…

10 Min Read

Fractional Executives: When Flexible Leadership Helps—and When It Doesn’t

Fractional leaders can give growing companies access to experienced expertise without a full-time executive hire. Success depends on scope, authority,…

10 Min Read

AI Data Centers and Electricity: The Economics Behind the Compute Boom

AI infrastructure is constrained by more than chips. Power availability, grid connections, cooling, utilization and local energy systems all shape…

10 Min Read

AI and the SaaS Business Model: Seat Compression, Pricing and the Path Forward

AI agents may reduce some traditional software interactions, but SaaS is not disappearing. Vendors need to connect pricing to outcomes,…

8 Min Read

The AI Rationalization Phase: Turning Pilots into Measurable Enterprise Value

Enterprise AI value depends on more than the number of pilots. Leaders need accountable owners, reliable data, workflow redesign and…

9 Min Read

AI Cloud Repatriation: When Private Infrastructure Makes Business Sense

Moving AI workloads from public cloud to private infrastructure can improve control or economics in some cases, but it is…

10 Min Read

AI Infrastructure Capital: Why Silicon Is Strategic—but Not a Substitute for Software Economics

AI infrastructure is attracting capital, but owning chips or compute capacity does not guarantee returns. Investors must evaluate utilization, power,…

10 Min Read

AI Factory Operating Model: Consolidated Guide

This article has been consolidated into FutureIsNow’s updated AI Factory Operating Model guide. Read the canonical article for the current…

6 Min Read

AI Infrastructure Economics: Why Architecture Can Matter More Than Model Size

Model capability matters, but production AI economics also depend on architecture, retrieval, latency, utilization and energy. The best investment is…

7 Min Read

Indian Digital Banking Compliance: RBI KYC, DPDP and Data Retention

India’s digital-first financial providers must balance RBI KYC, AML recordkeeping and DPDP obligations. Learn how to manage retention, consent and…

10 Min Read