Agentic AI & Automation
Intelligent document processing, AI assistants and agentic workflows — from architecture to commercial launch.
What we build
There are a lot of impressive AI demos in Australian boardrooms right now. Not enough of them make it to production. As an agentic AI consulting team, we’re not interested in the demo — we’re interested in what runs reliably on a Tuesday afternoon with no one watching. Every engagement starts with the right architecture and ends with a structured handover your team can own.
AI knowledge assistants
Natural language interfaces over your documents, policies and data — giving teams instant, accurate answers without writing SQL or hunting through folders.
Intelligent document processing
LLM-powered extraction, classification and routing across PDFs, images and unstructured formats — eliminating manual data entry at scale. From invoice processing to legal document reviews.
Agentic workflows
Multi-step AI agents built on frameworks like Microsoft AutoGen that reason across your systems, retrieve information and take action — automating complex operational processes end-to-end.
Computer vision applications
Shelf compliance, visual inspection and image-based data extraction — applied to retail, logistics and operational workflows where manual checking doesn’t scale.
AI-powered reporting
Automated generation of reports, summaries and insights from underlying data — including EdgePreso, EdgeRed’s proprietary solution available on Microsoft’s Marketplace.
Automated compliance processing
AI pipelines for document verification, data extraction and compliance checking — reducing manual intervention in regulated workflows across financial services, healthcare and legal.
Case studies
AI Clinical Assistant for a Healthcare & Education Provider
Industry: Health & Education
EdgeRed built a production-grade clinical AI assistant for an Australian healthcare organisation — designed to give practitioners instant access to accurate, governed clinical knowledge, in a regulated environment where the cost of a wrong answer is measured in patient safety.
Snowflake Cortex AI Implementation for a global Software Company
Industry: Technology & Software
EdgeRed built a Snowflake-native agentic analytics platform for a global software company – giving analysts and executives the ability to query billions of rows of user data in plain English, routed automatically to the right model, with governed, accurate answers at scale.
Intelligent Document Processing for Health Services
Industry: Health & Gov
EdgeRed designed and deployed a fully automated document processing pipeline for an Australian health services provider — handling high volumes of sensitive documents daily with no additional headcount, entirely within Australian cloud infrastructure.
Agentic AI Consulting Services in Australia
How we build it
Architecture first
Every application starts with the right architecture — data sources, retrieval design, security model and integration points defined before a line of code is written.
Human-in-the-loop by design
In regulated environments — healthcare, financial services, legal — AI outputs need to be reviewable, explainable and auditable. We build validation layers in from the start, not as an afterthought.
Handover included
We don’t disappear at go-live. Every engagement includes structured handover — documentation, runbooks and knowledge transfer so your team can own, maintain and extend what we build.
Not sure where to start?
Tell us what you’re trying to solve — we’ll be straight with you about whether we can help and what it would take.
