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๐Ÿš€ Founded by the Tsinghua X-lab Team

AI Agents + Reinforcement Learning
for Next-Gen Quant Trading

TetraAI replaces financial analysts with a multi-agent system: Intelligence Agent ยท Research Agent ยท Trading Agent ยท Risk Agent.
Reinforcement learning keeps strategies evolving, while industry knowledge graphs are fused into LLM private data.

Try the Agent System Explore the Tech
500010K CNY Sales (2025)
24/7Global Event Monitoring
4Collaborating Agents
100+Industry Knowledge Graphs
AGENT TEAM

Multi-Agent Collaboration Replaces Analysts

Tireless, error-free, multilingual and real-time โ€” four agents work together like a micro investment bank.

๐ŸŒ

Intelligence Agent

Monitors Douyin / TikTok / global media 24/7, extracting events from text, images and video

๐ŸŒ Intelligence Agent ยท Role

Reads global media and short-video platforms in many languages in real time, normalizing text, image and video events into structured intelligence for the Research Agent. Tireless and error-free.

Click to flip back
๐Ÿง 

Research Agent

Searches the private knowledge graph, matches historical patterns, outputs heat, weight and probability scores

๐Ÿง  Research Agent ยท Role

Fuses knowledge-graph private data into LLM reasoning, matches "event โ†’ sector โ†’ target" transmission patterns and outputs explainable heat, weight and probability scores.

Click to flip back
๐Ÿ“ˆ

Trading Agent

Executes automated quant trades on stocks, funds and futures based on research output

๐Ÿ“ˆ Trading Agent ยท Role

A reinforcement-learning-driven decision engine that executes buy/sell orders from real-time event signals and historical experience, with millisecond response across stocks, funds and futures.

Click to flip back
๐Ÿ›ก๏ธ

Risk Agent

Controls position sizing and drawdown, fully auditable buy/sell decisions

๐Ÿ›ก๏ธ Risk Agent ยท Role

Position limits, drawdown control and risk-budget management. Every trade decision is auditable, keeping the whole system within its risk boundary.

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๐Ÿ”„ RL Loop: trade feedback โ†’ strategy iteration โ†’ agents keep evolving
REINFORCEMENT LEARNING

Reinforcement Learning: Self-Evolving Strategies

Instead of manual tuning, TetraAI's trading agent optimizes decisions through continuous interaction with the market.

๐Ÿ“Š Observe State Market + Events + Positions
โ†’
๐Ÿค– Decide Action Agent outputs trade
โ†’
๐Ÿ“ˆ Market Feedback Reward: return / drawdown
โ†’
โš™๏ธ Update Policy Gradient-based evolution
๐ŸŽฏ

Delayed Reward Modeling

Models 1-30 day return horizons with cost and slippage constraints to avoid overfitting.

๐Ÿ“ˆ Return curve climbing
๐Ÿ”„

Regime Adaptation

Handles non-stationary markets โ€” style shifts, bull/bear transitions โ€” with dynamic adjustments.

๐Ÿ“‰ Risk loss converging
๐Ÿงช

Experience Compounding

Auto-trades from historical experience. AI never sleeps, capturing every timing edge.

โšก Strategy iterations compounding
EVENT-DRIVEN MODEL

Major Events ยท The Business Model

How does a fire become a profit? TetraAI's full loop: video capture โ†’ knowledge graph research โ†’ early entry โ†’ event payoff.

โ€œHistory doesn't repeat, but it rhymesโ€ Events never repeat in the same way, but the patterns always rhyme โ€” TetraAI learns the "rhyme" of market rules from historical knowledge graphs, and positions early when a similar event strikes next.
1 ๐Ÿ”ฅ

Major Event Strikes

Fires in Nanjing / Hong Kong go viral on short-video platforms

โ†’
2 ๐Ÿ“ก

Real-Time Video Capture

Intelligence Agent monitors Douyin / TikTok short videos 24/7

โ†’
3 ๐Ÿง 

Knowledge Graph Research

Matches the "fire โ†’ fire-equipment demand โ†’ stock rally" pattern

โ†’
4 ๐Ÿ“Š

Signal Output

Heat / weight / rally probability pushed by SMS & WeChat

โ†’
5 โšก

Early Entry

Buy fire-equipment stocks before the market reacts

โ†’
6 ๐Ÿ’ฐ

Profit on the Event

The sector rallies as the event unfolds โ€” early positions profit

๐Ÿ“œ Historical Event ยท Logic Validated

Feb 23, 2024 ยท Nanjing Fire

2024-02-23

Douyin short videos showed the Nanjing fire scene and the event went viral fast. Verified afterwards: fire-equipment demand expectations rose, the sector rallied and stocks gained โ€” proving the "real-world event โ†’ fire equipment โ†’ stock price" transmission pattern is real.

๐ŸŽฅDouyin videos show the Nanjing fire
๐Ÿ“ˆFire-equipment demand expectations rise
๐Ÿ“ˆFire-equipment sector rallies, stocks gain (validated)
โšก Live Case ยท Early Positioning

2025 ยท Hong Kong Tai Po Wang Fuk Court Fire

2025

The Intelligence Agent captured fire-related videos of Hong Kong's Tai Po Wang Fuk Court from TikTok / Douyin in real time. The knowledge graph instantly matched the "fire โ†’ fire equipment" pattern and issued a buy signal before the market reacted โ€” entering fire-equipment stocks early, then profiting as the sector rallied.

๐Ÿ“กTikTok / Douyin videos capture the Hong Kong fire
๐Ÿง Knowledge graph matches "fire โ†’ fire equipment"
โšกEarly entry into fire-equipment stocks
๐Ÿ’ฐSector rallies on the event โ€” profit realized
โœ… Video info โ†’ AI research โ†’ early entry โ†’ profit realized
EVENT-DRIVEN MODEL 2

Major Events ยท Sell & Short

How does one short video crash a stock? Customers alerted early profit from both selling and shorting.

1 ๐Ÿ”ช

Sentiment Event Erupts

Zhang Xiaoquan's knife snaps while smashing garlic โ€” video goes viral

โ†’
2 ๐Ÿ“ก

Short-Video Capture

The Intelligence Agent spots the rapidly spreading "knife snap" sentiment

โ†’
3 ๐Ÿง 

Knowledge Graph Research

Matches "product-safety sentiment โ†’ falling sales โ†’ falling stock"

โ†’
4 ๐Ÿ“Š

Signal Output

Heat 90 / Weight 83 / Drop probability 87%

โ†’
5 ๐Ÿ“ฒ

Triple Alert

SMS / phone / Email notify customers to act early

โ†’
6 ๐Ÿ’ฐ

Sell & Short Profit

Sell the parent stock early + short it โ€” both profit

๐Ÿ“œ Historical Event ยท Logic Validated

Zhang Xiaoquan "Knife-Snap" Incident

Historical event

A Douyin video showed a Zhang Xiaoquan knife snapping while smashing garlic; it went viral instantly, igniting product-safety sentiment. Verified afterwards: sentiment drove sales expectations down and Zhang Xiaoquan (301055) stock crashed โ€” proving the "sentiment event โ†’ sales โ†’ stock price" pattern.

๐Ÿ”ชKnife-snap short video goes viral
๐Ÿ“‰Product-safety sentiment, sales expectations fall
๐Ÿ“‰Zhang Xiaoquan stock crashes (validated)
โšก Live Case ยท Sell & Short

Early Alert ยท Selling & Shorting Profits

Live case

The Intelligence Agent spotted the viral "knife-snap" video; the knowledge graph estimated an 87% drop probability and alerted customers via SMS / phone / Email โ€” customers who received the alert early sold the parent company's stock for profit, while shorting Zhang Xiaoquan delivered huge gains as the stock crashed.

๐Ÿ“กKnife-snap short video detected
๐Ÿ“ฒSMS / phone / Email alert customers early
๐Ÿ’ธSell the parent stock early โ€” profit
๐Ÿ’ฐShort Zhang Xiaoquan โ€” huge crash profit
โœ… Sentiment video โ†’ AI research โ†’ triple alert โ†’ sell + short โ†’ both profit
INDUSTRY RESEARCH

Industry Research ยท Event-Driven Panorama

Dynamic view of rally and sell-off drivers for Fire Equipment and Energy, from knowledge graphs and validation reports.

๐Ÿ”ฅ

Fire Equipment ยท Event-Driven Research

Source: public news / exchange filings / industry reports ยท verified 2026-08
๐Ÿ”ฅ Fire/disaster eventsโ†’ ๐Ÿ“œ Mandatory policyโ†’ ๐Ÿ”‹ Storage/DC demandโ†’ ๐Ÿ“ฆ Order winsโ†’ ๐Ÿ“ˆ Earnings + valuation
Fire events (sentiment pulse)

Major fire โ†’ market re-prices safety spending. Case: Hong Kong Wang Fuk Court fire (2025-11-26) Qingniao limit-up +10.03%; Qinhuangdao fire (2026-08) Qingniao/Guoanda named beneficiaries.

Mandatory policy (certain demand)

Forced installation + budget โ†’ rigid demand. Case: State Council 2026 No.6 mandates alarms; 200B CNY special bonds for fire equipment.

New rigid markets

Storage/data-center fire configuration. Case: Qingniao storage orders 160M+ CNY (nearly doubled), data-center 170M+.

Goodwill bombs / delisting

High-premium M&A โ†’ impairment โ†’ huge losses. Case: Tianguang Zhongmao 1.297B CNY impairment, delisted 2020, -93% from peak.

Property downturn

Weaker commercial demand. Case: Qingniao domestic commercial revenue 2.919B CNY, -10.77% YoY.

Quality scandals / selling

Counterfeit exposure โ†’ sector discount. Case: Shanghai Weiji fake extinguishers sentenced; Qingniao shareholder cashed out 233M in 80 days.

๐Ÿงฉ Core Causal Chains

Key transmission paths driving fire-equipment stock moves โ€” full logic from cause to market impact.

New Fire Law revisionโ†’Three-ministry crackdown on fire productsโ†’Small firms exitโ†’Industry concentration CR10 32.4%
Policy tightening โ†’ weak players exit โ†’ leaders benefit
New national standard for storage-station fire safetyโ†’Storage fire market explodesโ†’Guoanda's leading position
New standard โ†’ PACK-level fire safety becomes mandatory โ†’ leader earnings surge
State Council grassroots fire-work opinionโ†’Fire equipment market reaches RMB 89.2Bโ†’Rural fire facilities advance
Top-level design โ†’ grassroots rollout โ†’ market expansion
GB20517-2025 smoke alarm new standardโ†’Fire equipment market reaches RMB 89.2B
Product upgrade standard โ†’ market growth
Hong Kong Tai Po fireโ†’Fire sector concept rallyโ†’National high-rise fire hazard screening
Major accident โ†’ concept stocks spike โ†’ policy screening โ†’ sustainability depends on execution
Nanjing e-bike fireโ†’E-bike fire safety legislationโ†’National e-bike fire special rectification
Tragedy โ†’ legislation โ†’ national rectification โ†’ fire demand surges
Chengdu e-bike fireโ†’E-bike fire safety legislation
2026 accident accelerates legislation
Old community fire retrofitsโ†’Fire equipment market reaches RMB 89.2Bโ†’Property downturn impact
Retrofit offsets new-build decline โ†’ industry restructuring
Data-center fire demand surgeโ†’AI computing infrastructure new fire market
Qingniao data-center shipments over RMB 170M (+50%)
Counterfeit extinguisher exposureโ†’Three-ministry crackdownโ†’Batch certificate revocation
Quality scandal โ†’ crackdown โ†’ certificate revocation โ†’ compliant leaders benefit
Fire-extinguishing agent content fraudโ†’Multi-province quality inspection failuresโ†’Non-compliant firms penalized
Fraud โ†’ inspection โ†’ penalties โ†’ industry reshuffle
Steel/aluminum raw material price hikesโ†’HFC-227ea price rises
Raw material costs โ†’ SME pressure โ†’ leader share gains
Property downturn impact
New-build demand slows โ†’ industry growth pressure
Storage-station fires frequentโ†’New storage fire standardโ†’Storage fire market explodes
Accidents โ†’ mandatory standard โ†’ market boom (RMB 4.86B, +73.2%)
Lithium thermal runaway fire demandโ†’FK-5-1-12 agent substitutionโ†’Hot aerosol fire tech
Lithium risk โ†’ new fire tech โ†’ new track
Storage Order No.41 grid red lineโ†’Storage fire market explodes
Fire safety becomes grid-connection ticket โ†’ rigid demand
E-bike fire special rectificationโ†’Charging-pile fire supporting demand
E-bike rectification โ†’ charging facility fire support
Smart fire IoT platformโ†’AI fire LLM applicationsโ†’Unattended control-room policy
AI+IoT โ†’ smart fire โ†’ remote duty โ†’ service model change
Self-developed fire chipsโ†’AI fire LLM applications
Self-developed chips โ†’ tech moat โ†’ cost edge โ†’ overseas competitiveness
Fire drones in practiceโ†’Fire robots commercialization
Unmanned equipment โ†’ fewer casualties โ†’ new growth
Digital-twin fire systemsโ†’Smart fire IoT platform
Digital twin โ†’ full-domain visualization โ†’ smart fire upgrade
Global fire market over $680Bโ†’Qingniao overseas revenue +14.54%
Global market โ†’ leader overseas expansion โ†’ revenue growth
NFPA storage fire clausesโ†’Fire product exports +17.3%
North American standard โ†’ China storage fire export opportunity
Belt & Road fire exports
SE Asia & Middle East infrastructure โ†’ new export engine
002960 Qingniao 300902 Guoanda 300557 Ligong Guangke 002111 Weihai Guangtai 300523 Chenan Tech 300201 Hailunzhe 603421 Dingxin 920856 Haomiao
๐Ÿ“ก Real-time web extraction: agents monitor short videos / news / filings 24/7 โ€” fires, policy documents, storage incidents reach investors in minutes via SMS / phone / Email.
โšก

Energy ยท Event-Driven Research

Oil/gas ยท coal ยท power ยท new energy ยท storage ยท verified 2026-08
๐ŸŒ Geopolitics/sanctionsโ†’ ๐Ÿ›ข๏ธ Oil/coal prices upโ†’ ๐Ÿญ Earnings + dividendsโ†’ ๐Ÿ“œ Policy/demand boomโ†’ ๐Ÿ“ˆ Re-rating
Geopolitics / sanctions

Supply tightens โ†’ oil up. Case: 2025-11 OPEC+ pause, PetroChina +4.48% fresh high; 2026-08 Hormuz blockade, WTI >$82.

Supply cuts / audits

Coal prices stabilize. Case: 2025-07 NEA audits 8 provinces, Coal index +6.18%, Shanxi Coking Coal limit-up.

Policy catalysts / demand boom

Case: storage action plan CATL +14%; 10 nuclear units approved CGN HK +130%; lithium futures >94K/ton.

Oil crash / weak demand

Earnings kill. Case: 2020-04 negative oil, PetroChina Q1 -16.23B CNY; 2025-04 PetroChina near limit-down.

Overcapacity / price war

Solar systemic losses. Case: 2024 solar 31 majors lost 57.47B CNY; JA Solar -80%+ market cap.

Electricity price liberalization

Price "black swan". Case: 2025-12 contract price miss, GD Power -7.96%, Huaneng -5%+.

๐Ÿงฉ Core Causal Chains

Key transmission paths driving energy stock moves โ€” full logic from cause to market impact.

15th Five-Year energy planโ†’Wind/solar over 50% capacity targetโ†’New-energy structure profit shift
Top-level design โ†’ storage/grid/cable benefit โ†’ solar manufacturing differentiation
Storage action planโ†’180GW storage target by 2027โ†’Storage sector re-rating
Policy โ†’ CATL +14% โ†’ Sungrow +11% new high
10 nuclear units approvedโ†’RMB 200B+ investment recordโ†’Nuclear re-rating
Approval acceleration โ†’ CGN HK +130% intraday โ†’ nuclear renaissance
Anti-involution production auditsโ†’8-province coal overproduction checkโ†’Coal price stabilization
Supply tightening โ†’ Coal index +6.18% โ†’ Shanxi Coking Coal limit-up
Hormuz Strait blockadeโ†’WTI above $82/bblโ†’Oil stocks re-rate
Geopolitics โ†’ sharp oil spikes โ†’ three oil majors rally
OPEC+ production pauseโ†’Tightening supply expectationsโ†’PetroChina +4.48% year high
Output cut โ†’ oil up โ†’ CEFC Energy/Huibopu limit-up
Summer heat loadโ†’Record power load + coal price downโ†’Huayin Electric +80% monthly
Heat โ†’ thermal power volume+price up โ†’ interim net profit +3600%~4423%
Lithium carbonate futures break 94K/tonโ†’Lithium price bottom-reversalโ†’Ganfeng +214% YTD
Price reversal โ†’ upstream earnings reversal โ†’ Hyperstrong +1489% YTD
Oil price crash/weak demandโ†’Brent average -14.5% YoYโ†’Three oil majors earnings cut
2025-04-07 PetroChina near limit-down โ†’ Sinopec -37% profit
Solar overcapacityโ†’Module prices halvedโ†’31 majors lost RMB 57.47B
Price war โ†’ JA Solar market cap -80%+ โ†’ Jinko first loss in 12 years
Long-term contract power price missโ†’2026 electricity price liberalizationโ†’Power 'price kill'
2025-12-29 GD Power -7.96% โ†’ Huaneng -5%+
Coal oversupplyโ†’Coal firms loss warningsโ†’Mine closure impairments
Dayou -1.7B loss โ†’ Zhengzhou Coal mine closure โ†’ RMB 311M impairment
AI data-center power demandโ†’Nuclear/storage demand surgeโ†’Power re-rating
AI computing โ†’ power demand up โ†’ nuclear approvals + storage installations
Wind/solar capacity exceeds thermalโ†’Renewables 60.1% shareโ†’Grid/storage profit delivery
Energy transition โ†’ curtailment capacity core โ†’ system support benefits
Lithium/storage exportsโ†’Overseas demand resonanceโ†’Sungrow +144.71% in 2025
Export high margin โ†’ CATL +50% โ†’ global storage orders
CBAM carbon border taxโ†’Exporter cost pressureโ†’Energy-intensive manufacturing pressure
EU carbon tariff โ†’ energy procurement shifts โ†’ customer structure changes
Hualong-1 localization 90%+โ†’Nuclear tech breakthroughโ†’CNNC +35% in 2024
Domestic substitution โ†’ earnings & valuation double lift โ†’ nuclear export
Uranium $18โ†’$75-80/lbโ†’Supply gapโ†’Uranium stocks surge
Supply gap โ†’ Cameco +80% in 2025 โ†’ nuclear fuel chain
New storage tech iterationโ†’Long-duration/flow batteriesโ†’Storage cost decline
Tech cost-down โ†’ storage economics improve โ†’ installation acceleration
Green hydrogenโ†’Hydrogen value chainโ†’New renewables consumption path
Green H2 โ†’ storage alternative โ†’ long-cycle growth track
Global oil majors market capโ†’ExxonMobil $626.8B topโ†’PetroChina brand value RMB 424.2B
Global pricing โ†’ leader valuation anchor โ†’ three majors high dividends
US XLE +17.8%โ†’Chevron Q2 EPS +240%โ†’Oil defensive appeal
High dividend/buyback โ†’ low-rate capital crowding โ†’ CNOOC net profit RMB 137.9B
Belt & Road energy cooperationโ†’Overseas oil/gas assetsโ†’New export growth
Overseas expansion โ†’ resource access + trade corridors โ†’ global hedging
601857 PetroChina 600938 CNOOC 601088 China Shenhua 600900 Yangtze Power 300750 CATL 601985 CNNC 300274 Sungrow 002460 Ganfeng
๐Ÿ“ก Real-time web extraction: agents monitor geopolitics, OPEC moves, coal/oil prices, policy filings, storage incidents โ€” spotting rally and sell-off signals first, alerting investors via SMS / phone / Email.
KNOWLEDGE GRAPH LIBRARY

Industry Knowledge Graphs

24 event-driven industry knowledge graphs โ€” causal chains behind stock moves. Click to open the full graph (new tab).

๐Ÿ”ฅ

Fire Equipment

Event-driven causal knowledge graph ยท Fire Equipment

View Graph โ†’ โšก

Electric Power

Event-driven causal knowledge graph ยท Electric Power

View Graph โ†’ ๐Ÿ›ข๏ธ

Oil & Gas

Event-driven causal knowledge graph ยท Oil & Gas

View Graph โ†’ ๐Ÿ”‹

Battery

Event-driven causal knowledge graph ยท Battery

View Graph โ†’ ๐Ÿฅ‡

Precious Metals

Event-driven causal knowledge graph ยท Precious Metals

View Graph โ†’ ๐Ÿ–

Farming

Event-driven causal knowledge graph ยท Farming

View Graph โ†’ ๐Ÿฅ

Medical Devices

Event-driven causal knowledge graph ยท Medical Devices

View Graph โ†’ ๐Ÿงด

Personal Care

Event-driven causal knowledge graph ยท Personal Care

View Graph โ†’ โšฝ

Sports

Event-driven causal knowledge graph ยท Sports

View Graph โ†’ ๐Ÿ›ก๏ธ

Insurance

Event-driven causal knowledge graph ยท Insurance

View Graph โ†’ ๐Ÿ“š

Publishing

Event-driven causal knowledge graph ยท Publishing

View Graph โ†’ ๐Ÿงช

Chemical Materials

Event-driven causal knowledge graph ยท Chemical Materials

View Graph โ†’ ๐Ÿ“ข

Advertising

Event-driven causal knowledge graph ยท Advertising

View Graph โ†’ ๐ŸŽ“

Education

Event-driven causal knowledge graph ยท Education

View Graph โ†’ ๐Ÿ–๏ธ

Tourism

Event-driven causal knowledge graph ยท Tourism

View Graph โ†’ ๐Ÿ‘•

Apparel

Event-driven causal knowledge graph ยท Apparel

View Graph โ†’ ๐ŸŸ

Fishery

Event-driven causal knowledge graph ยท Fishery

View Graph โ†’ ๐ŸŽฎ

Gaming

Event-driven causal knowledge graph ยท Gaming

View Graph โ†’ ๐Ÿ—๏ธ

Building Materials

Event-driven causal knowledge graph ยท Building Materials

View Graph โ†’ ๐Ÿ›‹๏ธ

Interior Decoration

Event-driven causal knowledge graph ยท Interior Decoration

View Graph โ†’ ๐Ÿจ

Hotel

Event-driven causal knowledge graph ยท Hotel

View Graph โ†’ ๐Ÿš„

Railway & Highway

Event-driven causal knowledge graph ยท Railway & Highway

View Graph โ†’ ๐Ÿฆ…

Qingniao Smart

Event-driven causal knowledge graph ยท Qingniao Smart

View Graph โ†’ ๐Ÿงฑ

Non-metal Materials

Event-driven causal knowledge graph ยท Non-metal Materials

View Graph โ†’
HOW IT WORKS

Start AI Quant Investing in 3 Steps

Fully automated from subscription to decision โ€” no coding required.

1

Subscribe

Pick the intelligence or auto-trading plan; go live on mobile APP / mini-program / desktop instantly.

๐Ÿ“ฑ Subscribe

Sync across mobile APP, mini-program and desktop client โ€” one-click activation, zero coding, instant access to the AI agent quant system.

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2

Monitor

The Intelligence Agent watches global events 24/7 while the Research Agent outputs probabilities via the knowledge graph.

๐Ÿ“ก Monitor

Multimodal LLMs watch Douyin / TikTok / global media around the clock; private knowledge-graph research delivers event signals in minutes.

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3

Decide

Receive key alerts by SMS / phone / WeChat, or let the Trading Agent execute โ€” you stay in control.

โšก Decide

Critical investment alerts reach you through multiple channels; the Trading Agent responds in milliseconds, with fully auditable buy/sell decisions.

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4

Evolve

Reinforcement learning turns every trade into strategy improvement. The service gets smarter over time.

๐Ÿ”„ Evolve

The RL loop โ€” trade feedback โ†’ strategy update โ†’ agent evolution โ€” keeps the service getting smarter as markets change.

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2024Company Founded (Dec)
04Gen-1 AI Intelligence System (2025.4)
05Gen-1 AI Quant System (2025.5)
500010K CNY Sales (2025.12)
ROADMAP

Five-Year Blueprint

From national coverage to global expansion โ€” seizing the market as fast as possible.

01

National Coverage

Top-tier cities โ†’ tier 1-4 cities โ†’ provincial capitals โ†’ county-level cities, sweeping the country.

02

Explosive Growth

Nurture 100 regional agents serving 40 million investors; RMB 200M annual sales, RMB 150M net profit.

03

Globalization

31 holding subsidiaries and 500 employees, building a global AI quant finance footprint.

PARTNERSHIP

Ways to Partner

๐Ÿ“ฒ

Product Trial

Apply for the AI agent quant system โ€” the first 500 users enjoy a 30-day free trial.

๐Ÿช

Agent Franchise

Join our franchise and revenue-sharing system to build a national sales channel โ€” nurturing 100 regional agents.

๐Ÿ“บ

Media & Advertising

Online marketing on Douyin / TikTok, Zhihu, Xiaohongshu, WeChat / WhatsApp; offline highway billboards, elevator screens, airport media.

FREE TRIAL

Free Trial ยท Experience It Now

Enter the stocks you own and your industry โ€” generate an industry web knowledge graph and experience real-time major-event alerts (SMS / phone / Email).

Start in Three Steps

  • ๐Ÿ“ˆ Enter the stock ticker / name you own
  • ๐Ÿญ Select your industry (fire equipment / cutlery / liquor / NEV โ€ฆ)
  • ๐Ÿ“ง Add your Email and phone โ€” activate triple alerts

๐Ÿ”’ Information is used only for the trial service and alerts, encrypted in our backend database.

Start Free Trial โ†’
Live Generate

Web Knowledge Graph

Event โ†’ industry โ†’ target, complex links at a glance

Fire Event Fire Equipment Qingniao Fire Guoanda Security Emergency Mgmt

โŸท Web links ยท Real-time research ยท Triple alerts

Opportunities Are for Sharing

We are looking for partners who believe in the AI quant future.

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