Innovation Lab — R&D | Sanna Innovations

Technical Capabilities

Deep-Tech Capability Matrix

Four frontier domains where Sanna's R&D team is actively building tomorrow's enterprise solutions.

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Primary Domain

Artificial Intelligence & Machine Learning

From classical ML to large language models — our AI research team engineers models that solve complex real-world problems with state-of-the-art accuracy, interpretability, and efficiency.

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Large Language Models (LLM) — Fine-tuned domain-specific models for enterprise use cases including legal, medical, and financial verticals

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Reinforcement Learning — Autonomous decision-making systems for supply chain, logistics, and resource optimization

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Federated Learning — Privacy-preserving distributed AI training without exposing raw data

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Explainable AI (XAI) — Making AI decisions transparent, auditable, and regulatory compliant

PyTorchTensorFlow LangChainHuggingFace ONNXRay MLflowTriton Inference

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Decentralized Tech

Blockchain & Web3

Building the decentralized infrastructure of tomorrow — from enterprise-grade smart contracts to cross-chain interoperability protocols and tokenized asset management platforms.

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Smart Contract Engineering — Audited, gas-optimized contracts for DeFi, NFT, and enterprise supply chain applications

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Private Blockchain Networks — Hyperledger Fabric and Quorum implementations for enterprise consortiums

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Tokenization Platforms — Real-world asset (RWA) tokenization for real estate, commodities, and equity

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Zero-Knowledge Proofs — Privacy-preserving verification for identity, payments, and compliance

SolidityEthereum / Polygon HyperledgerRust (Solana) IPFSThe Graph HardhatZK-SNARKs

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FinTech Research

Trading Algorithms

Quantitative research meets institutional-grade algorithmic execution — our Astra Quant team builds alpha-generating strategies at microsecond latency with AI-driven signal intelligence.

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High-Frequency Trading (HFT) — Sub-millisecond execution engines with co-location support for equity markets

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Statistical Arbitrage — Pair trading, mean reversion, and momentum strategies with adaptive risk controls

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AI-Powered Signal Generation — NLP-driven sentiment analysis and alternative data integration for alpha discovery

Python (Quantlib)C++ (Execution) FIX ProtocolCUDA (GPU) KafkaRedis

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Perception AI

Computer Vision & Automation

Teaching machines to see and understand the physical world — enabling intelligent automation for manufacturing, security, healthcare, and retail inspection at enterprise scale.

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Object Detection & Tracking — Real-time multi-object tracking with YOLO v9 and transformer-based architectures

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Quality Inspection Systems — Automated defect detection for manufacturing lines with >99.5% precision

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Intelligent Surveillance — Behavior analysis, crowd monitoring, and anomaly detection for smart cities

OpenCVYOLO v9 PyTorch VisionNVIDIA Jetson MediaPipeTensorRT

🔭 Active Research

Current Research Frontiers

Our scientists are actively publishing and prototyping across these emerging domains — research that will become tomorrow's Sanna product features.

Multimodal AI Agents

LLM + vision + action — autonomous enterprise agents

Quantum-Resistant Cryptography

Post-quantum security for enterprise infrastructure

AI for Drug Discovery

Protein folding & molecular simulation for pharma

Edge AI Inference

Sub-5ms model inference on IoT & edge devices

Synthetic Data Generation

GAN & diffusion-based training data for privacy-safe ML

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Patents Filed

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Papers Published

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Industry Awards

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Active Projects

Innovation Partnership

Partner with our R&D lab to co-develop breakthrough solutions. We offer research partnerships, proof-of-concept sprints, and technology licensing.

Become a Research Partner