How NataPulse Detects Emerging Market Narratives — Without Inventing Them
Inside the deterministic engine that turns S&P 500 anomalies into scored, traceable narratives — and refuses to publish a story it cannot prove.
NataPulse Team
Markets
Quant Signals as Probabilistic Evidence — Never Advice
How NataPulse turns OHLCV candles into quality-gated quant signals, and why a model forecast alone is never published as a market event.
NataPulse Trader Agents: a structured debate on every stock
Inside /npta, live July 2026: specialist analysts argue bull vs. bear, a risk debate stress-tests the result, and every rating is neutralized into research.
AI & Narratives
How NataPulse Detects Emerging Market Narratives — Without Inventing Them
Inside the deterministic engine that turns S&P 500 anomalies into scored, traceable narratives — and refuses to publish a story it cannot prove.
Research Lab
Inside the AutoResearch Lab: how we use it to continuously improve NataPulse
A private experimentation control plane tests bounded changes to NataPulse's decision logic against frozen real-data eval sets — humans ship the winners.
From a Question to a Dossier: The 51-Section Master Index in Deep Research
How NataPulse turns a single research question into a fixed 51-section equity dossier — with coverage status, claim-level citations, and derived confidence.
Product
Market intelligence your AI agent can call: 7 MCP tools, priced per call
NataPulse exposes curated market events, narratives and reports as a read-only MCP server at mcp.nata.my — seven tools, $0.005 to $0.05 per call in USDC.
One assistant, many engines: how nataLlm routes your question
nataLlm looks like a single assistant. Under the hood it is a routing pipeline with seven specialized engines and an evidence gate.
Three Ways to Talk to NataPulse: Chat Modes Explained
NataPulse's /chat surface offers three explicit paths — plain LLM, cited search, or Deep Research — and never guesses which one you meant.
Data & Sources
No scraping, no paywall bypass: sourcing global financial news the legal way
How NataPulse ingests world financial news from 39 legal sources — public RSS, official APIs, licensed feeds — and why 21 outlets stay silent.
Seed is not truth: how NataPulse maps the S&P 500's voice on X without trusting it
Inside the curated registry of X accounts for all 503 S&P 500 constituents — and why being on the list earns an account nothing.