Halyon Tech is an AI product company with 20+ years of deep expertise in machine learning, NLP, computer vision, and generative AI. We build, ship, and scale intelligent systems — from prototype to production.
We don't just build prototypes — these are live, AI-native products deployed at scale.
An AI-powered personal insight engine combining Vedic knowledge systems with advanced machine learning. Disha runs 69+ proprietary AI insight models to deliver hyper-personalized guidance across career, relationships, finance, and daily decision-making. Deployed across web, iOS, Android, and WhatsApp with a 4.9-star rating.
The AI-native operating system for business conversations. Oriv uses large language models and intelligent agents to unify freelancer sourcing (across Upwork, Fiverr, and private networks), CRM, invoicing, and operations into a single conversational interface. Zero manual data entry — the system builds context from natural dialogue.
An automated compliance and accreditation pipeline for AI systems. Do AI Right uses ML-driven analysis to continuously audit AI applications against global governance frameworks — ISO 42001, EU AI Act, NIST AI RMF — delivering real-time compliance dashboards, risk scoring, and remediation recommendations.
Our products leverage state-of-the-art ML frameworks, GPU-accelerated computing, and modern AI infrastructure.
Transformer architectures, fine-tuned LLMs, custom NLP pipelines, RAG systems, and multi-modal AI models for production workloads.
GPU-optimized training and inference pipelines. High-throughput model serving with efficient batching and quantization strategies.
End-to-end ML pipelines — from data processing to model training, evaluation, containerized deployment, and continuous monitoring.
Automated compliance testing, bias detection, model explainability, and alignment with ISO 42001 and NIST AI RMF standards.
Halyon Tech LLP was founded to build AI products that solve real-world problems at scale. With over two decades of hands-on experience across machine learning, deep learning, NLP, and computer vision, we bring research-grade AI capability to production-grade products.
Our team combines deep technical expertise in AI/ML with a pragmatic product mindset. We move fast from prototype to production, leveraging modern GPU-accelerated infrastructure and state-of-the-art model architectures to deliver intelligent systems that create measurable business value.
Beyond our products, we bring deep AI/ML capabilities to complex technical challenges.
Custom agents, RAG architectures, fine-tuned models, prompt engineering, and AI-native applications built on cutting-edge language models.
End-to-end product development — from data pipelines and model training to production deployment and monitoring. Built for scale.
Advanced analytics, predictive models, real-time dashboards, and data infrastructure that turns raw data into actionable intelligence.
ISO 42001, EU AI Act, NIST AI RMF assessments. We build responsible AI practices and automated compliance systems.
Technical roadmapping, AI readiness assessment, architecture design, and model selection for organizations adopting AI.
AI-powered workflow automation — combining ML models with business logic to streamline operations and eliminate manual processes.
Every product follows our rigorous engineering process.
Deep technical research, data analysis, and feasibility assessment. We identify the right AI approach for the problem.
System design, model selection, data pipeline architecture, and infrastructure planning — built for scale from day one.
Rapid iteration on models and product. Continuous training, evaluation, and refinement against real-world data.
Production deployment with GPU-optimized inference, monitoring, A/B testing, and continuous improvement.
Whether you're exploring AI for the first time or looking to scale existing capabilities — we'd love to hear from you.
We'll get back to you within 24 hours.