We build AI
into companies.
We consult, design, and deploy AI agents — built for your infrastructure, your data, your teams.
We build into
Agentic AI for Enterprise: An Australian Implementation Guide
Architecture patterns, ADK vs Foundry vs Strands trade-offs, APRA CPS 230 compliance, governance layers, and how to measure ROI — a practitioner reference for CTOs and engineering leaders.
Written by Reilly Smith, Founder · Corporate Agents
The ROI of AI Agents
Industry data on the time, cost, and efficiency gains enterprises achieve with AI automation.
Enterprises earn an average of $3.70 for every dollar invested in AI automation.
Top performers see returns as high as $10.30 per dollar. The gains compound across labour savings, error reduction, and faster cycle times.
AI reduces manual data entry time by 80%, freeing teams for higher-value work.
Document parsing, invoice extraction, and form processing are fully automatable. Teams shift from data entry to data analysis.
Frequent AI users save over 9 hours per week per employee on repetitive tasks.
Time reclaimed from email triage, report generation, scheduling, and data processing. Scales linearly across headcount.
End-to-end agent delivery.
From strategy through deployment and beyond — we handle every stage of the AI agent lifecycle.
AI Strategy & Consulting
We assess your operations, identify high-impact automation opportunities, and build a roadmap from initial build to production deployment. You get a clear picture of where AI saves the most time and money — before you write a line of code.
Agent Development
Custom AI agents built on your cloud platform of choice. Multi-agent orchestration, tool use, RAG pipelines, and human-in-the-loop workflows — delivered as production systems your team owns and operates.
Platform Integration
Direct integration with your existing infrastructure — CRMs, ERPs, data warehouses, and internal tools. No rip-and-replace, no new platforms to approve.
Managed Operations
Ongoing monitoring, optimisation, and support for deployed agents. We handle versioning, drift detection, and performance tuning — so your agents keep improving without pulling your engineers off product work.
Built for Australian compliance.
Every deployment satisfies AU data sovereignty, the Privacy Act 1988, and enterprise security requirements from day one.
Client-hosted, client-owned. Your data stays in your cloud, your credentials never leave your environment.
Privacy Act, APRA CPS 230, and ethical AI governance built into every engagement from day one.
Defined response-time SLAs and transparent retainer pricing with no hidden costs.
Five-phase delivery from discovery to production. Transparent methodology with built-in testing, rollback, and knowledge transfer.
The Kinds of AI Agents We've Been Building
A look at recent engagements across Australian enterprise — the problems, the platforms, and the outcomes.