Task understanding and planning
The AI agent parses the user's question and plans the required data and metrics.
As of 2026-08-05
Sourced from official providers and shaped into a stable, queryable, traceable API.
TWSE-first
Verified baseline
TWSE official-first
Centered on listed-market data, expanding coverage to other markets over time.
Low-latency queries
Built for API & agent workflows
API-first workflow
Tuned for automated queries and research pipelines, with a continually improved read path.
Official-source first
Lineage & data gaps preserved
official/public-first
Prioritizes TWSE, TPEx, MOPS, and official public sources — no mixed provenance.
Clear boundaries
No overclaiming
scoped dataset claims
No claims of full-market, adjusted prices, survivorship-safety, or investment advice.
Covers the Taiwan market's main data themes — prices, financial statements, operating metrics, and corporate events. Supports queries across stocks, time, and multiple datasets, so agents can run analysis and screening in a single data layer. Positioned publicly as a TWSE-first verified baseline; makes no claim to full-market historical coverage.
Wire prices, financials, and disclosures into your agent workflow. A consistent response structure with source_role / lineage keeps the data both readable and verifiable.
Turn material announcements, filings, and financial-statement notes into analyzable text context, so agents don't just read the numbers — they understand what a company actually disclosed.
From task planning to reliable data retrieval — built for AI agent and quant workflows, so data is verifiable, traceable, and programmatically usable.
The AI agent parses the user's question and plans the required data and metrics.
Use the data catalog and schema to select the exact dataset and fields.
Retrieve data through a standardized API; responses include source and lineage.
Check freshness, source tier, and field completeness to ensure reliability.
Compute metrics, engineer features, or run analysis to produce traceable conclusions.
Return results while retaining source, timestamp, and lineage — verifiable and auditable.
Traceable, verifiable, and programmatic — built for agent workflows.
New to Taiwan market data — what is a Taiwan stock API, and how do you pick one you can keep using? Read the full guide
TWSE-first
Verified baseline
1,687 TWSE-listed stocks
Centered on listed-market data, expanding coverage to other markets over time.
Low-latency queries
Built for API & agent workflows
API-first workflow
Tuned for automated queries and research pipelines, with a continually improved read path.
Official-source first
Lineage & data gaps preserved
Monthly revenue 333,036 rows (since 2010)
Prioritizes TWSE, TPEx, MOPS, and official public sources — no mixed provenance.
Clear boundaries
No overclaiming
scoped dataset claims
No claims of full-market, adjusted prices, survivorship-safety, or investment advice.