Financial News Gets Smarter When Machines Actually Read
Most traders still manually scan hundreds of headlines daily. We built something different for Vietnam's financial community — algorithms that parse market sentiment from news sources faster than you can refresh your feed, turning real-time information into actionable market intelligence.
Numbers That Actually Matter in Market Hours
When breaking news hits at 9:47 AM and you're still reading the third paragraph, someone else already traded on it. Here's what our systems handled last quarter serving institutional clients across Southeast Asia.
Q1 2025 across Vietnamese and international sources
From article publication to sentiment classification
Validated against expert financial analyst classifications
How We Turn Headlines Into Market Intelligence
Financial news processing isn't magic. It's pattern recognition at scale, combined with domain expertise about what moves markets. We trained our models on seven years of Vietnamese market data to understand what "restructuring" means versus "strategic repositioning" in local business context.
Source Aggregation
Our crawlers monitor 340+ Vietnamese and international financial news sources continuously. Every article gets timestamped and categorized by sector before it hits the processing pipeline.
Natural Language Processing
The system parses each article for entities, sentiment markers, and contextual relationships. It knows that "profit warning" from a major bank carries different weight than the same phrase from a small manufacturer.
Sentiment Classification
Beyond simple positive-negative scoring, we classify news by impact probability and market sector relevance. A mining regulation change gets flagged differently than tech sector news.
Alert Distribution
High-impact classifications trigger immediate notifications through your preferred channels. Everything else goes into daily digests organized by sectors you're watching.
Our team serves
clients across Ho Chi Minh City's financial
district
Built for Vietnam's Market Reality
We're not adapting Western tools for local markets. Our systems were trained from day one on Vietnamese financial language, regulatory patterns, and market dynamics. That means understanding why "cổ tức" context matters differently than generic dividend news.
Since launching in early 2023, we've processed news for institutional clients managing over $2.4 billion in assets across Southeast Asian markets. The difference shows up in response time — when policy changes hit during lunch hour, you're not waiting for manual analysis.
Dual Language Processing
Full Vietnamese and English news analysis with culturally-aware sentiment detection that understands local business communication patterns.
Custom Alert Thresholds
Define what matters to your portfolio. Energy sector volatility might need instant alerts while tech news can wait for daily summaries.
Historical Pattern Analysis
Every classification gets compared against seven years of market movement data to identify which types of news actually moved prices historically.