AI Agent Case Studies.
Real outcomes from real engagements. See how Australian organisations use AI agents to cut costs, accelerate workflows, and improve data quality across healthcare, financial services, logistics, and hospitality.
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.
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