Skip to content

Instantly share code, notes, and snippets.

View rexdotsh's full-sized avatar
👀
crayz

mridul rexdotsh

👀
crayz
View GitHub Profile

Why AI Voice Calling Agents Absolutely Suck in India

India operates the world's most restrictive regulatory framework for AI voice calling—a blockchain-based registration system that transforms a 2-week process in the US into a 4-6 month compliance marathon costing 3-5x more. This creates a fundamental incompatibility between how international voice AI platforms are built and how India requires them to operate. The core issue isn't just regulation—it's that India's mandatory Distributed Ledger Technology (DLT) platform requires pre-registering every conversation script as a template [1], making true conversational AI legally impossible in its intended form.

This matters because India represents the world's fastest-growing voice AI market (26-35% CAGR) [2], yet major platforms like Vapi, Retell AI, Twilio, and Synthflow cannot serve Indian phone numbers at all. The regulatory framework—centered on TRAI's Telecom Commercial Communications Customer Preference Regulations (TCCCPR) 2018 and aggressivel

Healthcare Platform Exploitation in India: Documented Criticisms of Practo and Competitors

Indian healthcare practice management platforms face systematic, documented criticism spanning unethical business practices, exploitative commission structures, and regulatory violations. Practo, the market leader, has been under tax investigation since 2017, faces ongoing Delhi High Court litigation for ethics violations, and charges doctors ₹800-1,000 per patient interaction—forcing consultation fees to double from ₹300 to ₹600-800. Competitors including Lybrate, DocPrime, and 1mg show remarkably similar patterns: review manipulation, data misuse allegations, and commission structures that extract 20-28% of consultation fees while providing diminishing value. These practices starkly contrast with international platforms like Zocdoc ($80 per booking) and Doctolib (€129-500/month flat fee), which operate under stricter regulatory oversight and transparent pricing. With 20+ platforms receiving CDSCO show-cause not