Case Studies
Applied AI in real operations.
These examples show how Catalyst AI applies reusable AI capabilities to real operational problems. Client identities remain anonymous unless publication is approved, and deployment status is always shown accurately.
Rebuilding Retail Campaign Operations with an AI Agent
An AI marketing operating layer across the campaign lifecycle — reconciled reporting, stock-aware spend, and coordinated briefing — with a human approval model that loosens as trust is earned. A scoped, benchmarked proof-of-concept.
Multi-channel retail brand (Southeast Asia)
From days of manual review to same-day KYC decisions
How Catalyst AI rebuilt corporate onboarding for a major accounting and advisory firm — same-day KYC decisions, without giving up human judgment or control.
Major accounting & advisory firm
From a spreadsheet everyone shared to a system that remembers
How Catalyst AI turned a fragile replenishment macro into a multi-user decision platform — without changing a single business rule.
Big-box home-improvement retailer (Malaysia)
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