Michalis Vasileiadis

RegSentinel: Governed AML Alert Triage

TrackFinancial Services ITop 5 FinalistRegSentinel: Governed AML Alert Triage was the Top 5 Finalist for the Financial Services I Track.

Track: Financial Services I · Truthworks

RegSentinel helps AML analysts prioritize transaction-monitoring alerts, cite current Vietnamese regulations, and investigate cases faster, while ensuring that only an accountable human can clear or file an alert.

Phong Vũ Sales Agent: Vietnamese AI sales agent

TrackRetailRunner-upPhong Vũ Sales Agent: Vietnamese AI sales agent was the Runner-up for the Retail Track.TrackRetailTop 5 FinalistPhong Vũ Sales Agent: Vietnamese AI sales agent was the Top 5 Finalist for the Retail Track.

Track: Retail · Truthworks

Phong Vũ Sales Agent is a Vietnamese sales agent for phongvu.vn that helps shoppers turn vague needs like “máy tính chơi game 25tr” into a compatible, in-stock PC build. The LLM handles Vietnamese intent, slot elicitation, and explanations, while deterministic code validates CPU socket, chipset, RAM generation, PSU wattage, GPU clearance, stock, and price provenance. Every quoted price resolves to a timestamped catalog call, incompatible builds are vetoed by code, and the conversation ends in a real phongvu.vn `?mypc=` build link, with cart writes scoped behind a human-approval queue during the build. The same session intent powers compatible accessory recommendations, making P2 cross-sell a natural second target rather than a separate product.

Track: Built with AWS · Truthworks

Hacker-bob on AWS places an autonomous security-testing pipeline inside AWS-enforced boundaries. IAM, VPC controls, human approval, immutable evidence storage, and Security Hub integration constrain what the agents can reach and what they can report—even if a model is manipulated or behaves unexpectedly.

Track: Founder Mode Track · Truthworks

AsOf gives AI systems reliable organizational memory by recording what was true, when it was true, and when it became known. It extracts reusable workflows from source evidence, validates every field before admission, preserves corrections without rewriting history, and refuses answers that the evidence cannot support.

Guardian Price watch

TrackRetailTop 5 FinalistGuardian Price watch was the Top 5 Finalist for the Retail Track.

Track: Retail & Hospitality · Truthworks

A trusted daily price brief for Guardian's category team — real voucher-adjusted price gaps across Shopee and Lazada, matched product-for-product and never guessed, with risky look-alikes held for a human. Days-to-hours competitor response, zero auto-repricing.