Ortem Technologies

    Innovation Lab

    The Ortem Innovation Lab

    Agentic AI, Edge Inference & Next-Generation Tools — Battle-Tested Before Client Projects

    Where we research, prototype, and stress-test emerging technologies before they reach client projects. Agentic AI systems, edge inference, spatial computing, and next-generation developer tools.

    AI & ML Services

    Why an Innovation Lab?

    Clients come to us because we understand the difference between what is technically possible today and what is production-ready. The Innovation Lab is where that judgment is developed — through hands-on prototyping, benchmarking, and failure. When we recommend a technology on a client project, it is because we have tested it in conditions that resemble production.

    Current Research Areas

    Agentic AI Systems

    Active Research

    Multi-agent orchestration patterns for enterprise automation. We are evaluating LangGraph, CrewAI, and AutoGen at production scale — latency, cost, and reliability benchmarks across real workloads.

    Expected Outputs

    Benchmark report (2026 Q1)Open-source agent evaluation harnessProduction deployment patterns guide

    Edge AI & On-Device Inference

    Prototyping

    Running quantized LLMs (Phi-3, Llama 3 4-bit) on edge devices for offline-capable AI applications. Use cases: field service, healthcare diagnostics, industrial IoT.

    Expected Outputs

    Latency benchmarks by device classQuantisation impact reportOffline-first AI architecture guide

    Spatial Computing & AR

    Exploration

    Apple Vision Pro and Meta Quest 3 development for enterprise use cases: remote assistance, training simulations, and collaborative data visualisation.

    Expected Outputs

    Vision Pro enterprise app prototypeSpatial UI/UX design patternsEnterprise AR deployment guide

    Developer Tooling

    Active Development

    Internal tools for AI-assisted code review, automated architecture documentation, and test generation. Some will be open-sourced.

    Expected Outputs

    AI code review CLI toolArchitecture diagram generatorLLM test generation library

    From Lab to Product

    Some of our Innovation Lab research has become real products used by our clients and the wider community.

    Ortem Health

    AI-assisted clinical documentation and patient engagement platform. Built on our HIPAA-compliant AI research.

    Smart Retail Engine

    Computer vision-powered inventory tracking and customer analytics. Built on our edge AI research.

    FinTrack

    AI-powered financial insights and anomaly detection. Built on our LLM integration research.

    See All Products

    Work With Our Innovation Team

    If you are working on a product that touches any of our research areas — agentic AI, edge computing, spatial computing — we would love to explore a collaboration. Research clients sometimes get access to technologies before they are generally available.

    Also see: AI & ML Services · AI Agent Development · Our Products