MAMA AI

• Vendor typesProducts & Devices
• 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
• IndustryCybersecurity, Defense & Security, Financial Services, Markets & Insurance, Healthcare, Pharma & Biotech, Hospitality & Travel, Industry Agnostic, Legal & Justice Systems
• Application areasArea Agnostic, Data Analytics & Business Intelligence, IT, Cybersecurity & Data Infrastructure, Legal, Compliance & Risk, Operations & Process Automation
• Solutions & Services

  Consulting & Advisory

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

  Custom Solutions

  Custom AI Development, Embedded & Edge AI Development, Enterprise AI Implementation, Model Customization & Adaptation, Novel Algorithm & Model Development, Proof-of-Concept & Pilot Projects, System Integration & Workflow Automation

  Data Services & Operations

  AI Testing, Evaluation & Validation, Data Analytics & Business Intelligence, Managed AI Services & Operations, Synthetic Data Generation

  Education

  Education & Learning Platforms

  Platforms, Tools & Infrastructure

  AI Testing & Validation Platforms & Tools, AI/ML Development & Operations Platforms (MLOps), APIs & Pretrained Models, Data & AI Platforms, Developer & Engineering Tools

  Ready-Made Solutions

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

  Research & Innovation

  Research & Experimental Development
• Technical expertises

  Classical AI & Applications

  AI for Cybersecurity & Threat Detection, Computer Vision & Video Analytics, 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, Metadata Management & Semantic Layering, Specialized AI Data Platforms & Tools

  Generative AI

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

  Human-Centered AI

  Conversational AI (chatbots, voicebots), Emotion AI & Affective Computing, Human-AI Interaction & UX Design, Immersive AI (VR, AR, XR)

  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

on-prem/cloud RAG/sem search (mSearch), on-prem high-fidely text-to-speech synthesis (mVoice), automatic subtitling and audio description (mVoiceStudio), custom on-prem speech recognition (mSpeech), textbots, voicebots, avatars (telma), custom cloud/on-prem machine translation (mamut), anomaly detection platform (various slow and fast signals), high-fidelity virtual humans, on-prem agentic document mining plaform (mDataChat, mAgents), drug development (Cheese)