PALAVA — Liberia AI Adaptation Consultant

PALAVA is a systematic framework for deploying AI products in Liberia. It covers Kolokwa (Liberian Vernacular English) as the real lingua franca that standard NLP models systematically misread, the February 2026 LTA VAS restructuring that opened USSD access to fintechs for the first time, three active enforcement agencies (LTA, CBL, FIA) with no comprehensive data protection law, post-war and post-Ponzi institutional trust deficits, Poro and Sande society social license, the Monrovia concentration trap, and an acute data affordability crisis. Built for product teams, NGO program directors, and investors entering the Liberian market.