A-Share Intelligence Platform

Financial models,
auto-populated
for every A-share

Lumi Labs extracts, structures, and populates financial data from China's A-share filings directly into your models — cutting analyst data-entry time by over 90%.

Request Early Access See how it works
5,300+
A-share companies
90%
Time saved
<4h
Post-filing update
LUMI_DATA_FEED — 沪深 A股 · Q2 2024 LIVE
Ticker / 股票 Revenue 营收 EBITDA Net Income EPS Δ QoQ
Source: 上交所 · 深交所 · CSRC filings — auto-extracted by Lumi Loading…
Process

From filing to model
in under 4 hours

China's A-share disclosure ecosystem is complex: Chinese GAAP, XBRL formats, supplemental announcements, and regulatory addenda. Lumi handles all of it automatically.

01
Ingest & Parse
Lumi monitors CNINFO, SSE, and SZSE in real-time, ingesting every annual report, interim report, and earnings announcement the moment it's published.
02
AI Extraction
Our A-share-trained models extract 200+ financial line items, handling PRC GAAP adjustments, non-recurring items, and segment-level breakdowns.
03
Model Population
Data flows directly into your Excel or Google Sheets model via our add-in — no copy-paste, no manual QA passes needed for routine updates.
04
Audit Trail
Every data point links back to the source sentence in the original filing. One click takes your analyst from cell to source document.
// Pipeline trace — 600519.SH 贵州茅台
Source
2024半年报.pdf — 上交所 CNINFO
INGESTED
↓
Extracted — Revenue
¥74,730,000,000
VERIFIED
↓
Extracted — Net Profit
¥38,643,000,000
VERIFIED
↓
Non-Recurring Adj.
-¥412,000,000 (gov. subsidy stripped)
AUTO-ADJ
↓
Pushed to model
Sheet "IS" → B47 updated ✓
DONE
Capabilities

Built for the A-share
research workflow

Every feature is designed around the specific complexity of Chinese public company data — not a generic global solution applied to China as an afterthought.

⚡
Real-Time Filing Monitor
Continuous surveillance of CNINFO, SSE, SZSE, and CSRC portals. Models update within 4 hours of any material disclosure, earnings announcement, or regulatory filing.
🧠
PRC GAAP Intelligence
Trained specifically on Chinese accounting standards. Correctly maps PRC GAAP line items, handles the differences from IFRS, and flags companies with dual-listed A+H or A+ADR structures.
🔗
Excel & Sheets Add-In
Analysts stay in the tools they already use. The Lumi add-in pushes structured data into any model layout — ours, yours, or a bespoke house template.
📋
Segment & Subsidiary Drill-Down
China's large conglomerates bury critical data in segment footnotes. Lumi surfaces subsidiary-level financials and geographic breakdowns automatically.
🔍
Source Linking
Every extracted number links back to the exact page and sentence in the original filing. Full auditability for compliance teams and portfolio managers who require sourcing.
📡
API & Data Export
Connect directly to your internal data warehouse or quant research pipeline via our REST API. Full JSON output for all extracted fields, historical and real-time.
Coverage

Every corner of
the A-share market

From the largest SOEs on the SSE to the most recently listed ChiNext growth companies — Lumi covers the full universe of onshore Chinese equities, plus B-shares and STAR Market.

SSE 上交所 SZSE 深交所 STAR Market 科创板 ChiNext 创业板 B Shares 北交所 BSE
金融 Financials 消费 Consumer 科技 Technology 医疗 Healthcare 能源 Energy 工业 Industrials 材料 Materials 房地产 Real Estate
5,300+
Listed companies covered
200+
Financial KPIs extracted
15yr
Historical data depth
<4hr
Post-filing update SLA
Early Adopters

What research teams say

Our junior analysts used to spend three days per earnings season just updating Excel models with filing data. Lumi has changed that completely — they're doing higher-value work now.
W
Wang Lei
Head of A-Share Research, Tier-1 Securities Firm
The source linking feature is the thing I didn't know I needed. When a PM questions a number, I can show them the exact sentence from the 年报 in seconds. That's real credibility.
C
Chen Xiaomin
Senior Analyst, Long/Short Equity Fund
We cover 80 names across the consumer and healthcare sectors. Keeping those models current used to be a second job. The Lumi API feeds our internal research system directly now.
L
Liu Jing
Quantitative Research Lead, Asset Manager
Early Access

Start covering China
at full speed

Join the waitlist and get early access for your research team. First cohort onboarding Q3 2024.

Request Access
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