Addendum: Pragmatix AI Capability Model

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Perceiving

Image Recognition Facial Recognition Object Detection OCR Video Analysis

Sentiment Analysis Named Entity Recognition Topic Modelling Speech Recognition Translation

IoT Data Ingestion Anomaly Detection Pattern Recognition

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Knowledge Graphs Rule Engines Inference & Logic Planning & Scheduling Decision Trees

Supervised Learning Unsupervised Learning Reinforcement Learning Deep Learning Transfer Learning

Neural-Symbolic Integration Explainable AI (XAI)

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Text Generation (LLMs) Code Generation Image Generation Video Generation Conversational AI

Robotic Process Automation Intelligent Document Processing Workflow Automation API Orchestration

Autonomous Agents Multi-Agent Systems Tool Use & Integration Goal-Directed Behaviour

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Cloud AI Platforms MLOps / LLMOps Model Serving Vector Databases

AI Policies & Ethics Bias & Fairness Regulatory Compliance Audit & Accountability

Model Security Data Protection Monitoring & Observability Cost Management

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