Cognitive Architecture
Most comprehensive banking domain specific Natural processing engine, powered by a knowledge graph ontology with pre-defined products, attributes, slang, abbreviations and language packs.
Cognitive Architecture
Inspired by the Human mind, Octalas architecture is based on the cognitive mechanisms of Knowledge & skill representation as domain ontology, short-term memory in the form of context, Multi step reasoning as recommendation systems , perception based on reinforcement learning, & sensory input/output as text, touch, speech, vision from computer vision, speech (ASR,TTS), multi lingual text NLP & NLG.
GenAI Natural Language Processing
Most comprehensive banking domain specific Natural processing engine, powered by a knowledge graph ontology with pre-defined products, attributes, slang, abbreviations and language packs.
Machine vision
Advanced Machine vision models trained and optimized for Banking specific user journeys viz. eKYC – ID OCR, photo extraction, face match, document forgery detection, deep fake check, liveness detection.
Speech
Octalas speech engine is phonetically trained specifically for banking speech / voice recognition across languages, dialects, slang and abbreviations for highest accuracy.
Recommendations
Octalas offers the most advanced banking recommendation model with Ensemble learning that combines multiple algorithms to deliver the personalised recommendations for accurate targeting domain specific cognitive model with dynamic persona generation based on Behavioural data analytics and scoring based on past interactions (Demographics, Past behaviour patterns, social profile, interaction pattern) & Reinforcement learning for continuous improvement
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