AWS

• Vendor typesInfrastructure & Platforms
• Client typesB2B (enterprises), B2B (startups and SMEs), B2C, B2G
• Business ImpactsCustomer Product & Service Innovation, Data-Driven Decisions & Planning, New Revenue & Business Models, Operational Efficiency & Cost Savings
• IndustryIndustry Agnostic
• Application areasArea Agnostic
• Solutions & Services

  Consulting & Advisory

  AI Ethics Consulting, AI Governance, Compliance & Risk, AI Strategy & Consulting, AI-Powered Digital Transformation, Use Case Identification

  Custom Solutions

  Novel Algorithm & Model Development, Proof-of-Concept & Pilot Projects, System Integration & Workflow Automation

  Data Services & Operations

  AI Testing, Evaluation & Validation, Data Analytics & Business Intelligence, Data Annotation & Labeling, Data Preparation & Management, Managed AI Services & Operations, MLOps-as-a-Service

  Education

  Education & Learning Platforms, Professional Training & Talent Development

  Platforms, Tools & Infrastructure

  AI Compute Infrastructure, AI Testing & Validation Platforms & Tools, AI/ML Development & Operations Platforms (MLOps), APIs & Pretrained Models, Data & AI Platforms, Developer & Engineering Tools, High-Performance Storage

  Ready-Made Solutions

  Agents & Frameworks, AI-Enabled Hardware, Assistants & Copilots, Products & Applications, SaaS

  Research & Innovation

  Funded Research Projects, Research & Experimental Development
• Technical expertises

  Classical AI & Applications

  AI for Cybersecurity & Threat Detection, Computer Vision & Video Analytics, Customer Intelligence & Personalization, Graph AI, Operations & Process Automation, Knowledge Representation & Symbolic Reasoning, Natural Language Processing (NLP), Optimization & Decision Intelligence, Reinforcement Learning, Simulation / Digital Twins, Speech Recognition & Audio Intelligence, Time Series Analysis & Forecasting

  Data & Infrastructure

  Data Collection & Annotation, Data Engineering & Architecture, Data Governance, Quality & Compliance, Data Integration & Pipelines, Data Visualization & Business Intelligence, Deployment Infrastructure & Compute Optimization, General-Purpose Data Platforms & Tools, Hardware & Accelerated Systems, Metadata Management & Semantic Layering, Specialized AI Data Platforms & Tools

  Generative AI

  AI Agents & Task Orchestration, Foundation Model Pretraining & Development, GenAI Application Development, GenAI Evaluation, Alignment & Safety, GenAI Tooling & Developer Platforms, Prompt Engineering, Fine-tuning, RAG & Model Adaptation

  Human-Centered AI

  AI Accessibility Design & Development, Conversational AI (chatbots, voicebots)

  Machine Learning & MLOps

  AI Testing, Evaluation & Validation, Classical ML & Applied Predictive Modeling, Synthetic Data Generation, MLOps, Model Lifecycle & Tooling, Trustworthy & Responsible AI

  Research & Innovation

  Advanced Algorithm & Model Development, Applied AI Innovation & Prototyping, Experimentation & Evaluation Methods, Scientific AI Research & Publications

  Robotics & Embedded AI

  Edge AI / Embedded Systems, Human-Robot Interaction & Cognitive Robotics, Industrial AI & Edge Robotics, Robotics & Intelligent Hardware Systems

Amazon SageMaker Amazon Bedrock Amazon Polly Amazon Transcribe Amazon Translate Amazon Comprehend Amazon Lex Amazon Rekognition Amazon Textract Amazon Personalize Amazon Fraud Detector Amazon Q (Business, Developer) Amazon Kendra (use case agnostic, all use cases across industries)