A sneak-peek on CoTAI R&D and Product focus

AI Cores

1. Conversational AI
   • Verbal (Text & Speech Understanding)
   • Nonverbal (Gesture & Expression Understanding)
   • Virtual Assistant (Task Automation & Cobots)
2. Perceptual Intelligence
   • People & Scene Understanding
   • Self-Driving Cars
   • Industrial Inspection & QC
   • Predictive Maintenance
3. Deep Symbolic AI
   • GNNs, KGs, Neuralogic, XAI
   • Machine Reasoning & Compositional AI
   • Learn2Reason & Learn2Plan
   • DL4Dev & DL4Operations/Logistics
4. RecSys AI
   • Retail, Healthcare, Edtech, Firetech
   • Smart Home & Car Infotainment
5. Curious AI
   • Deep Generative Models (VAEs, GANs, Flow, Diffusion, etc.)
   • Compositional AI & Computational Creativity (for Arts, Design, Edutainment & Med)
   • Mechatrons & Cobots
   • DL4Games
6. Rigorous AI
   • Edge & Embedded AI, Tiny ML, Mechatrons
   • Mobile/Web Optimized, Lightweight & Secured AI
   • Knowledge Distillation & Network Pruning/Quantization

Sample application domains

1. Conversational User Interfaces (Voice, Chat, Avatar).
   Example: Messenger SalesBot Concept by Isil Uzum.
   

See also other UX concepts.

1. People, Document, Scene & Object Understanding
   Examples: Amazon Go & OpenSpace AI-powered construction project platform.
   
   
   
   
   
2. RecSys: Recommender Systems
   
   Because almost every successful product & business has a strong recommendation engine at its core: YouTube, TikTok, Spotify, Instagrams, Salesforce, etc. “Counter-example” ;-)
3. Self-Driving Cars & Collaborative Robotics
   
4. Computational Curiosity & Creativity (for Med, Arts, Design & Edutainment)
   Examples: Drug discovery & human-AI collaborative design e.g. DALL$\cdot$E 2 & Imagen.
   
   
   
5. DRL4Games: Deep generative models & deep reinforcement learning for training AI in games and assisting the design & development of next generation games that can, e.g., “generate (and evolve) through real-time audience interaction”.
   

1. DL4Dev: AI assistant (e.g., code generation) for software craftmanship.
   Examples: GitHub Copilot & OpenAI Codex, CodeT5, CodeBERT.
   

1. DL4Operations: Deep Learning for optimizing Operations, Logistics & SCM
   Example: Bearing.AI
   

👉 Click to see our portfolio page for demos and usecases.