Research &
Intelligence
Decoding the future of AI automation for Indian SMEs. Tactical insights from our security and implementation labs.
The Invisible Ghost: Forensic Investigation into Prompt Injection
A technical deep-dive into non-visual model manipulation via Byte-Pair Encoding vulnerabilities. Understanding the anatomy of the "Ghost Token" attack.
Navigating DPDP 2023 — Aligned: A Survival Guide for Indian SMEs
India's landmark data protection bill changes everything. Learn how to architect your AI agents for total regulatory immunity.
The AI Concierge: Smart Agents for Northeast Tourism
How AI agents solve the 3 AM inquiry problem for boutique hotels, homestays, and tour operators across Meghalaya, Arunachal, and Nagaland.
Vital Signs: AI for Rural Healthcare
AI-powered patient engagement, medication adherence, and referral coordination for clinics and health centers in rural Northeast India.
The Loom & The Algorithm: AI for Artisan Exports
Connecting Muga silk weavers and Naga shawl cooperatives to global buyers through WhatsApp-native catalog intelligence and export automation.
The Digital Estate: AI in Assam's Tea Industry
Strategic research on how bespoke agents are automating global tea exports and local garden operations across 10+ time zones.
The Mudra-Shield Architecture
A deep dive into our 26-gate perimeter security and sovereign multi-model failover strategy for enterprise AI.
RAG vs. Fine-Tuning
Why we use Retrieval-Augmented Generation to ensure 100% accuracy and real-time truth anchor in WhatsApp business agents.