Semantic intelligence engine for Malaysia and Singapore business.
Continuous ingestion, GPT-4o-mini structuring, and vector embedding of business events across MY, SG, and SEA. Queryable via cosine similarity with client-personalized ranking.
30+ MY, SG, SEA, and global sources scraped on a continuous schedule, deduplicated by URL hash.
gpt-4o-mini extracts title, summary, entities, importance score, sentiment, and category from each article.
Each structured event is embedded into a 1,536-dimension vector via text-embedding-3-small.
The /query endpoint ranks events by cosine similarity, blending client profile vectors for personalized recall.
Corporate, political, and economic developments in Malaysia.
Singapore market events, regulatory moves, and corporate actions.
AI adoption, infrastructure investment, and model releases relevant to the region.
M&A, venture rounds, IPOs, and strategic partnerships across MY and SG.
Central bank decisions, trade flows, FX, and regional economic signals.
Product launches, platform expansions, and competitive positioning.
Policy, licensing, compliance mandates, and government guidance.
Events Graph serves structured intelligence on Malaysia and Singapore markets to those who need ranked, queryable signal rather than raw news feeds. The underlying intelligence powers the Straits Signal newsletter.
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