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We design and deploy custom AI software — intelligent agents built for your infrastructure, your data, your teams.
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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
See how we approach AI business automation for Australian enterprises, or read about AI business automation in Brisbane.
Can AI find your business?
Your customers are starting to ask ChatGPT, Perplexity, and Google's AI for recommendations. We'll audit whether those answer engines can crawl, read, and understand your site — then send a short, prioritised list of what to fix. Free, for Australian businesses.
The ROI of AI agents.
Industry data on the time, cost, and efficiency gains enterprises achieve with AI automation.
- $3.70Return on Investment
Enterprises earn an average of $3.70 for every dollar invested in AI automation.
IDC, 2024Readarrow_forward - 80%Data Processing
AI reduces manual data entry time by 80%, freeing teams for higher-value work.
Industry benchmarks, 2024Readarrow_forward - 9hrsProductivity
Frequent AI users save over 9 hours per week per employee on repetitive tasks.
Microsoft Work Trend IndexReadarrow_forward
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 — bespoke software, not off-the-shelf tooling. Multi-agent orchestration, tool use, RAG pipelines, and human-in-the-loop workflows, delivered as production systems whose code 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.
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.
Social Media Lead Scoring Agent — 95% Reduction in Manual Research
A leading Australian hospitality technology platform
An AI agent that automated vendor social media research for an Australian hospitality technology platform, processing 6,000 vendor records with 95% match accuracy and replacing manual Instagram research with systematic, tiered lead scoring.
Vendor Data Enrichment Agent — 85% Reduction in Manual Data Cleanup
A leading Australian hospitality technology platform
An autonomous agent that matched 8,000+ vendor records against Google Places with confidence scoring, enriching missing data and correcting inaccuracies — reducing manual data cleanup effort by 85%.
Predictive Esports Betting Agent — 66% Win Rate with 12% ROI
Internal R&D — Corporate Agents
An internal R&D project that combined MemRL episodic memory, Kimi K2.5 reasoning, and autonomous web scraping to build a self-evolving esports prediction agent achieving a 66% win rate and 12% ROI.
Explore all case studies
Case Studiesarrow_forwardPick a time. Let's talk.
A 15-minute introductory call — no pitch deck, no obligation. We'll tell you straight whether AI agents are the right fit for what you're trying to do.