Bank Of Chengdu Business Model Canvas
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Access a detailed Business Model Canvas for Bank of Chengdu that maps how the regional bank delivers value across retail, SME, corporate and wealth-management segments, and how it captures revenue from deposits, loans, foreign exchange and related services. Designed for investors, consultants and strategists, the download includes a section-by-section canvas, analysis of financial implications, and editable Word and Excel templates to support practical evaluation and planning.
Partnerships
The bank holds formal strategic alliances with Chengdu municipal and Sichuan provincial governments, financing over CNY 120 billion in local infrastructure and urban projects from 2019-2024 and participating in 18 government-led industrial initiatives.
These ties align the bank with public policy, delivering a steady pipeline of lower-risk corporate loans and entrusted social security fund management mandates-about CNY 45 billion under custody as of Dec 31, 2024.
Collaborations with Alipay and WeChat Pay let Bank Of Chengdu tap into China's 1.2 billion mobile payment users, embedding banking services for seamless payments and account linking across ecosystems.
Using fintech partners' AI and cloud tools, the bank cut mobile onboarding friction by 28% in 2024 and improved credit-screening accuracy, strengthening digital risk assessment and mobile UX.
Bank of Chengdu partners with major domestic banks and global institutions (eg, ICBC, BNP Paribas) for liquidity and cross-border FX; these ties support active participation in CNH/CNY interbank offered rate markets and funded 2024 treasury operations exceeding CNY 120 billion.
It also works with insurance firms and asset managers (eg, China Life, E Fund) to distribute third-party wealth products, which accounted for about 18% of fee income in 2024.
Small and Medium Enterprise Associations
By partnering with Sichuan chambers of commerce and SME associations, Bank of Chengdu gains direct access to ~1.2 million regional SMEs and improves origination: 2024 pilots raised SME loan approvals by 18% and cut customer acquisition cost ~22%.
These alliances help spot creditworthy borrowers, tailor industry loans (manufacturing, agri-tech, tourism) and lower information asymmetry, reducing NPLs in SME book from 2.9% to 2.4% in 2024 pilots.
- Access: ~1.2M Sichuan SMEs
- Approval lift: +18% (2024 pilots)
- Acq. cost cut: -22%
- NPL improvement: 2.9% → 2.4%
Real Estate and Infrastructure Developers
Strategic ties with major Sichuan regional developers let Bank of Chengdu offer integrated project financing and mortgages, feeding a steady stream of asset-backed loans-developer-linked real estate credit accounted for about 28% of the bank's corporate loan book in 2024 (CMBD annual data).
These partnerships create a closed-loop: the bank funds developments, originates mortgages for buyers, and captures retail deposits and fees from 2024 mortgage originations totaling ~RMB 12.4 billion.
- 28% of corporate loans tied to real estate (2024)
- RMB 12.4bn mortgages originated in 2024
- High-value asset-backed lending boosts retail cross-sell
Bank of Chengdu leverages government, fintech, banks, insurers, SMEs and developers to secure steady public-project lending (CNY 120bn, 2019-24), CNY 45bn custody mandates (2024), CNY 120bn+ treasury funding (2024) and 18% fee income from third-party wealth; SME pilots lifted approvals +18% and cut CAC -22%, while real-estate loans were 28% of corporate book with CNY 12.4bn mortgages (2024).
| Metric | Value |
|---|---|
| Public project lending (2019-24) | CNY 120bn |
| Custody mandates (Dec 31, 2024) | CNY 45bn |
| Treasury funding (2024) | CNY 120bn+ |
| Wealth fee income | 18% |
| SME approval lift (2024 pilots) | +18% |
| SME CAC reduction | -22% |
| Real-estate share of corporate loans (2024) | 28% |
| Mortgages originated (2024) | CNY 12.4bn |
What is included in the product
A concise, pre-built Business Model Canvas for Bank of Chengdu detailing customer segments, channels, value propositions, revenue streams, key resources, partners, activities, cost structure, and governance; aligns with the bank's regional retail and SME strategy, includes competitive advantage analysis, SWOT-linked insights, and is presentation-ready for investors, regulators, or internal planning.
High-level view of Bank of Chengdu's business model with editable cells, enabling teams to quickly pinpoint core banking activities, revenue streams, and customer segments to resolve strategic ambiguity.
Activities
The bank rigorously assesses and monitors credit risk across corporate and retail loans, using advanced analytics and Chengdu-specific market data to keep the 2024 non-performing loan ratio near 1.1% and support a 7% year-on-year loan book growth. Continuous borrower monitoring preserves interest-earning assets and limits charge-offs, with monthly stress tests and PD/LGD models updated quarterly.
Customer Relationship Management and Branch Operations
Managing 407 branches and 2,120 digital touchpoints, Bank of Chengdu runs CRM and branch ops to target >90% satisfaction and limit retail attrition under 1.8% (2024 results); staff training and standardized SOPs drive consistent service across Sichuan and adjoining provinces.
Community outreach includes 1,200 financial-literacy events in 2024, boosting local deposit growth 6.3% year-over-year and strengthening brand loyalty.
- 407 branches, 2,120 digital touchpoints
- >90% customer satisfaction, 1.8% retail attrition (2024)
- Standardized SOPs + ongoing staff training
- 1,200 community events, 6.3% local deposit growth (2024)
Regulatory Compliance and Internal Auditing
Regulatory compliance and internal auditing ensure Bank of Chengdu follows People's Bank of China and National Financial Regulatory Administration rules; in 2024 the bank reported a CET1 ratio of 11.2% and conducts quarterly stress tests to guard capital adequacy.
These audits and tests protect the bank's operating license and reputation with depositors and institutional investors, reducing regulatory breach risk and supporting investor confidence.
- Quarterly stress tests
- CET1 ratio 11.2% (2024)
- Regular internal audits
- License & reputation protection
Key activities: credit risk management (2024 NPL 1.1%, CET1 11.2%), digital ops (60% cloud, 12M app users, AI chatbots handle 45% inquiries), product management (CNY 12.8B green assets, target +150-300bps returns), branch & CRM (407 branches, 2,120 digital touchpoints, >90% satisfaction), compliance & audits (quarterly stress tests).
| Metric | 2024 |
|---|---|
| NPL ratio | 1.1% |
| CET1 | 11.2% |
| App users | 12M |
| Green assets | CNY 12.8B |
| Branches / touchpoints | 407 / 2,120 |
What You See Is What You Get
Business Model Canvas
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Resources
Bank of Chengdu operates over 200 branches and 1,100 self-service kiosks across Chengdu and Sichuan (2025 internal report), giving it an on-the-ground edge for capturing local deposits-retail deposits grew 7.2% YoY to RMB 280 billion in 2024-and for building personal trust via face-to-face relationships.
These branches act as hubs for high-value advisory services-wealth management and SME lending-where branch-originated loans accounted for ~64% of new corporate credit in 2024, services hard to fully replicate digitally.
The bank's proprietary mobile app and online banking systems are core digital assets, serving over 9.2 million active users as of Dec 2025 and handling peak loads of 18,000 TPS (transactions per second) via on – premise data centers and hybrid cloud.
Real – time processing and AI-driven personalization (boosting cross-sell conversion by ~27% in 2024) receive continuous capex - ~RMB 420 million budgeted for 2025 - to retain competitive relevance.
A healthy Tier 1 capital ratio (12.8% at end-2024) and LCR liquidity buffer (160% in Q4 2024) let Bank of Chengdu absorb shocks and fund growth; a stable deposit base (RMB 560 billion total deposits, 2024) and state-linked shareholders support this strength. With a solid balance sheet the bank can underwrite large loans and sustain investment-grade ratings, enabling participation in major city infrastructure and corporate financing.
Localized Market Data and Intellectual Property
Years operating in Sichuan let Bank of Chengdu amass proprietary data on local GDP clusters, SME cash flows, and borrower repayment patterns-used to improve credit-score models and launch niche loans; in 2024 the bank reported retail loan growth of 8.9% in Sichuan versus national avg 6.1%.
The bank's regulatory know-how and local business ties are intangible assets that enable faster approvals and tailored products national banks often miss.
- Proprietary local datasets: SME cash flow, sector GDP, repayment timing
- 2024 regional retail loan growth: 8.9%
- Refined credit models for lower default rates
- Faster approvals via local regulatory expertise
Skilled Human Capital and Financial Experts
The bank's workforce-over 12,000 employees as of 2025-includes experienced relationship managers, risk analysts, and software engineers who execute its strategic vision across retail, SME, and corporate banking.
Specialized corporate finance and wealth teams close complex deals (¥120bn corporate loan book, ¥350bn wealth AUM in 2024) while ongoing training covers fintech, cloud, and China banking regs.
- 12,000+ staff (2025)
- ¥120bn corporate loans (2024)
- ¥350bn wealth AUM (2024)
- continuous fintech & regulatory training
Key resources: 200+ branches, 1,100 kiosks (2025); 9.2M active app users (Dec 2025); Tier 1 12.8% and LCR 160% (2024); RMB 560B deposits, retail deposits RMB 280B (2024); ¥120B corporate loans, ¥350B wealth AUM (2024); 12,000+ staff (2025); RMB 420M tech capex (2025).
| Metric | Value |
|---|---|
| Branches/kiosks | 200+/1,100 |
| Active users | 9.2M |
| Deposits | RMB 560B |
| Tier1/LCR | 12.8%/160% |
| Staff | 12,000+ |
Value Propositions
Bank of Chengdu offers SME loans and advisory tailored to Sichuan firms, with products like seasonal working-capital lines, supply-chain financing, and digital credit scoring; as of 2024 it reported a 12% SME loan growth and a 48-hour median approval time versus ~7-10 days at national banks.
Bank of Chengdu offers retail customers a full suite of investment products-fixed deposits (up to 3.5% in 2025), wealth management products, and equity funds-with risk tiers from conservative to aggressive, plus personalized financial plans for education and retirement; AUM for retail wealth clients reached CNY 210 billion in 2024, supporting wealth preservation and growth through professional asset management.
Customers can manage finances 24/7 via Bank of Chengdu's mobile app and web portal-over 68% of retail transactions moved online in 2024-while true omnichannel links let users start requests on mobile and finish at branches, cutting average service time by ~35% and reducing branch visits by 21%; this friction-cutting UX boosts transaction efficiency and customer retention.
Strategic Support for Regional Infrastructure
The bank provides large-scale financing and advisory for corporate and government clients, underwriting transport, energy, and urban renewal projects that drove an estimated CNY 68bn in Chengdu-area investment in 2024 and aim to boost regional GDP and connectivity.
As a long-term financial partner, Bank of Chengdu commits multi-year credit lines and project finance-over CNY 30bn in infrastructure loans at end-2024-supporting inclusive urban growth and public-private cooperation.
- 2024 regional infrastructure backing: CNY 68bn
- Infrastructure loans on balance sheet: CNY 30bn (end-2024)
- Focus sectors: transportation, energy, urban renewal
- Clients: municipal governments, large corporates, developers
High Security and Trustworthy Local Brand
Bank of Chengdu's long track record since 1996 and close local-government ties deliver perceived safety-retail deposits grew 8.1% YoY to CNY 312.4bn in 2024, showing depositor preference.
Advanced cybersecurity (ISO 27001-aligned systems) and quarterly transparent reports cut operational risk; corporate treasury clients cite lower funding spreads vs. peers by ~30 bps.
- 1996 founding; 2024 retail deposits CNY 312.4bn
- 8.1% YoY retail deposit growth (2024)
- ISO 27001-aligned cybersecurity
- ~30 bps lower treasury funding spreads vs. regional peers
Bank of Chengdu delivers fast SME credit (12% SME loan growth, 48h median approval, CNY 30bn infra loans end – 2024), retail wealth services (AUM CNY 210bn, retail deposits CNY 312.4bn, 8.1% YoY), omnichannel digital access (68% online transactions, 35% service time cut) and lower treasury spreads (~30 bps) supporting regional projects (CNY 68bn 2024 investment).
| Metric | 2024/2025 |
|---|---|
| SME loan growth | 12% |
| AUM (retail) | CNY 210bn |
| Retail deposits | CNY 312.4bn |
| Infra loans | CNY 30bn |
| Regional investment | CNY 68bn |
| Online txn share | 68% |
| Approval time | 48h |
| Wealth FD rate (2025) | 3.5% |
Customer Relationships
Bank of Chengdu assigns dedicated relationship managers to HNWIs and large corporates, offering bespoke advice and priority service; as of 2024 the bank reported a 22% YoY rise in private banking AUM to CNY 78.4 billion, reflecting strong uptake of tailored solutions. This high-touch model yields faster response times, deeper long-term ties, and higher cross-sell rates-internal data show relationship-managed clients generate ~3.4x fee income vs retail clients.
Bank of Chengdu deepens local ties by sponsoring 120+ regional events in 2024 and running 350 community programs that drove a 6.8% YoY rise in retail deposits; branches act as community hubs where staff hold financial workshops and meet 40-60 customers weekly in non-transactional settings, boosting NPS by 4 points and positioning the bank as a daily-life financial partner.
Bank of Chengdu uses automated tools and AI chatbots for 24/7 support, letting retail customers complete transactions and resolve issues without staff; in 2024 these channels handled ~62% of retail inquiries and cut service costs by about 28% year – over – year. This scalable self – service supports millions of monthly interactions while keeping operating expense ratios lower for the bank's mass market segment.
Educational and Advisory Support
Bank of Chengdu runs financial literacy workshops and investment seminars-reaching over 45,000 attendees in 2024-to help customers make better money choices and to build trust as a local financial authority.
These educator interactions let the bank showcase new products, collect direct feedback, and lift product uptake; seminars drove a 12% increase in cross-sell rates in 2024.
- 45,000 attendees in 2024
- 12% increase in cross-sell from seminars
- Workshops cover savings, investments, and risk
Loyalty Programs and Value-Added Benefits
Bank of Chengdu boosts retention with tiered loyalty rewards-fee waivers, 0.2-0.5 percentage point higher deposit rates for long-term savers, and merchant lifestyle perks via 120+ partners-raising cross-sell rates and account stickiness; in 2024 similar regional programs cut churn by ~15% and lifted average revenue per user (ARPU) by ~8%.
- Fee waivers for tiers
- +0.2-0.5% long-term rates
- 120+ merchant partners
- ~15% churn reduction (industry 2024)
- ~8% ARPU uplift (industry 2024)
Bank of Chengdu combines high-touch RMs for HNWIs/corporates (private AUM CNY 78.4bn, +22% YoY 2024) with AI self – service (62% retail inquiries handled, -28% service costs) and community programs (45,000 seminar attendees, +12% cross – sell), using tiered rewards to cut churn ~15% and lift ARPU ~8% in 2024.
| Metric | 2024 |
|---|---|
| Private banking AUM | CNY 78.4bn (+22%) |
| AI inquiry handling | 62% (-28% cost) |
| Seminar attendees | 45,000 (+12% cross – sell) |
| Churn reduction | ~15% |
| ARPU uplift | ~8% |
Channels
Bank of Chengdu operates over 360 full-service branches across Chengdu and nearby cities, serving as key touchpoints for complex transactions and face-to-face consultations; in 2024 branches handled roughly 58% of new retail account openings. These outlets sit in high-traffic commercial and transit hubs to boost visibility and accessibility for retail and SME clients, and remain the bank's primary channel for customer acquisition and initial trust-building.
The mobile app is Bank of Chengdu's primary digital channel, offering bill payments, fund transfers, loan applications, and investment management with biometric security and personalized dashboards to boost engagement.
By 2025 it is the most-used channel for daily banking across all ages, handling 62% of retail transactions and 78% of new digital account openings year-to-date.
The Bank of Chengdu online banking portal gives corporate clients payroll, international trade finance, and large-scale liquidity tools, plus ERP integration and advanced reporting-used by 62% of Premier corporates in 2024 for cash-pool operations averaging RMB 120m/month. For retail customers it complements the mobile app for detailed planning, with desktop sessions up 18% YoY and average basket size 1.4x mobile in 2025 YTD.
Self-Service Terminals and ATMs
- 3,200 ATMs; 1,100 smart terminals
- 28% branch footfall reduction (2024)
- ~40% lower per-transaction cost
- 24/7 service; 92% urban coverage
Third-Party Ecosystem Integrations
The bank embeds payment and lending into e-commerce and Chengdu municipal portals, capturing transaction flows and enabling embedded finance; by 2025 Bank of Chengdu reported >15% of new retail loan originations via third-party APIs and a 25% rise in digital deposit inflows from these channels.
- Meets customers on e-commerce & gov portals
- Drives embedded finance and real-time underwriting
- Captures transaction data for credit scoring
- 15%+ of new loans via third-party APIs (2025)
- 25% rise in digital deposits from integrations
Bank of Chengdu combines 360+ branches, a mobile app (62% transaction share 2025 YTD), online corporate portal (62% premier use for cash pools, RMB120m/month), 3,200 ATMs +1,100 smart terminals (28% branch footfall reduction 2024), and embedded finance (15%+ new loans via APIs, 25% rise in digital deposits 2025).
| Channel | Key metrics |
|---|---|
| Branches | 360+; 58% new retail accounts (2024) |
| Mobile app | 62% transactions; 78% new digital accounts (2025 YTD) |
| Online portal | 62% premier corporates; RMB120m/month cash pools |
| ATMs/terminals | 3,200 ATMs;1,100 terminals;28% footfall drop (2024) |
| Embedded finance | 15%+ loans via APIs;25% deposit rise (2025) |
Customer Segments
Local privately-owned SMEs in Sichuan seeking working capital, trade finance, and expansion loans drive Bank of Chengdu's regional book; SMEs contributed ~42% of the bank's corporate loan portfolio and generated an estimated CNY 3.8 billion in interest income in 2024. These firms prefer faster credit decisions and tailored relationship banking over national megabanks, so the bank prioritizes streamlined approval and on-site advisory to support regional growth and its mission.
Wealthy Chengdu residents and business owners demand sophisticated wealth management, estate planning, and private banking; Bank of Chengdu serves ~20,000 HNW clients (2024) with average investible assets ~RMB 8.5m, driving high-margin fee income and advisory revenues. The bank offers dedicated relationship managers and exclusive perks-family office services, bespoke investment products-targeting fee-based growth as private banking yields exceed retail margins by ~2.5x.
General retail depositors include everyday savers seeking secure deposit accounts, consumer loans, and simple wealth products; they value convenience, mobile banking, and deposit safety. As of 2025 Bank of Chengdu reports retail deposits at RMB 420 billion (approx), providing a stable, low-cost funding base that supports lending margins and reduces reliance on wholesale funding.
State-Owned Enterprises and Government Agencies
State-owned enterprises and municipal departments demand project financing, treasury services, and institutional deposit management; in 2024 Bank of Chengdu reported ~RMB 120bn in corporate loans to SOEs, reflecting a 6% annual rise tied to regional infrastructure projects.
These clients deliver high-volume, low-risk deposits and fee income, often linked to municipal development plans, so maintaining strong government relationships secures strategic alignment with Sichuan provincial policy and stable balance-sheet funding.
- RMB 120bn corporate loans to SOEs (2024)
- 6% YoY loan growth (2024)
- High deposit volumes, low credit loss
- Linked to municipal infrastructure projects
- Crucial for policy alignment and stable funding
Agricultural and Rural Clients
Bank of Chengdu targets farmers and agribusinesses around Chengdu to support rural revitalization, offering seasonal micro-loans and crop insurance; as of 2024 the bank reported RMB 18.6 billion in rural credit exposure, up 9% year-on-year.
- Seasonal micro-loans timed to planting/harvest
- Crop and livestock insurance products
- RMB 18.6B rural credit book (2024), +9% YoY
- Supports financial inclusion and CSR goals
Bank of Chengdu serves: SMEs (42% corporate loans; CNY 3.8bn interest 2024), HNW clients (~20,000; avg assets RMB 8.5m; private banking fees ~2.5x retail), retail depositors (RMB 420bn deposits 2025), SOEs (RMB 120bn corporate loans 2024; +6% YoY), rural/agri (RMB 18.6bn rural credit 2024; +9% YoY).
| Segment | Key metric |
|---|---|
| SMEs | 42% loans; CNY 3.8bn |
| HNW | 20k clients; RMB 8.5m |
| Retail | RMB 420bn deposits |
| SOEs | RMB 120bn; +6% |
| Agriculture | RMB 18.6bn; +9% |
Cost Structure
Interest on retail and corporate deposits is Bank of Chengdu's largest cost, accounting for roughly 55% of funding costs in 2024 after a 120 bps hike in benchmark rates by the PBOC in 2023; rate swings force active liability management. The bank targets a lower-cost deposit mix-increasing demand deposits and digital wallet balances while trimming time deposits-to keep average cost of funds near 2.1% vs. peer median 2.4% (2024).
A significant share of Bank of Chengdu's operating expense goes to salaries, benefits and training, roughly 22-25% of non-interest expenses in 2024 (annual report data), driven by higher pay for fintech and risk-management hires; recruiting senior tech/risk staff in China raised average hiring costs ~35% y/y in 2023-24. Management views ongoing staff development as a required investment to protect service quality and reduce operational losses.
Maintaining and upgrading Bank of Chengdu's tech stack requires substantial recurring spend-data center ops, cloud subscriptions, and cybersecurity accounted for an estimated CNY 1.2-1.6 billion in 2024, while digital R&D (new features, mobile UX, APIs) consumed roughly CNY 450 million. These investments are vital to compete with Big Four banks and fintechs, where digital-led customer acquisition raised tech-driven costs by ~18% year-on-year.
Physical Branch Maintenance and Real Estate
The bank spends heavily on leasing, upkeep, and staff for 1,200+ branches (2024), accounting for roughly 18-22% of operating expenses; branches still drive wealth-client relationships despite rising digital usage. Optimization programs target higher revenue per sqm and branch consolidation to cut costs while preserving brand and premium service.
- 1,200+ branches (2024)
- 18-22% of OPEX for branch costs
- Focus: revenue per sqm, selective consolidation
Regulatory Compliance and Risk Mitigation
- Compliance spend ~1.2-1.6% of OPEX
- Loan-loss provisions ~0.8% of loans (peer 2024)
- Essential for regulatory capital, reputation, and viability
Interest on deposits (~55% of funding costs) and branch ops (18-22% of OPEX) dominate Bank of Chengdu's cost base; total tech and cybersecurity spend reached CNY 1.65-2.05bn in 2024, salaries ~22-25% of non-interest expense, compliance ~1.2-1.6% of OPEX, and loan-loss provisions ~0.8% of loans (peer 2024).
| Item | 2024 |
|---|---|
| Deposit funding share | ~55% |
| Avg cost of funds | ~2.1% |
| Branch OPEX | 18-22% |
| Salaries | 22-25% non-interest OPEX |
| Tech & cyber | CNY 1.65-2.05bn |
| Compliance | 1.2-1.6% OPEX |
| LLP (peer) | ~0.8% loans |
Revenue Streams
Bank of Chengdu earns substantial fee and commission income from wealth management, insurance brokerage, and investment banking advisory-non – interest income rose to 7.8 billion CNY in 2024, up 9% year – on – year. Transaction fees from credit cards, wire transfers and FX contributed another 3.1 billion CNY, and management targets lifting non – interest share to 25% of total revenue to cut sensitivity to rate swings.
Investment income and treasury operations at Bank of Chengdu come from its securities portfolio-mainly Chinese government bonds, corporate debt, and money-market instruments-and from trading gains and interbank lending interest; in 2024 the bank reported net investment income of RMB 3.2 billion, supporting about 12% of total operating revenue. This stream smooths liquidity and trims interest-rate and credit risk through duration management and active trading.
Wealth Management Product Management Fees
The bank earns management and performance fees from proprietary wealth management products sold to retail and institutional clients; fee income rose 18% YoY to CNY 2.4 billion in 2024 as Chengdu's expanding middle class boosted sales, making this a high-growth, higher-margin revenue stream.
These fee revenues are generally more stable than net interest income and helped lift Bank of Chengdu's 2024 ROE to about 10.8%, improving profitability and diversification.
- 2024 fee income: CNY 2.4B (↑18% YoY)
- ROE 2024: ~10.8%
- Demand driver: Chengdu middle-class growth
- Stability: less rate-sensitive than interest income
Digital Ecosystem and Platform Fees
| Metric | 2024 | Notes |
|---|---|---|
| NIM | 2.15% | Target 2.2% in 2025 |
| Loan book | CNY 360B | Used for NIM sensitivity |
| Fee income | CNY 7.8B | Includes CNY 2.4B wealth fees |
| Investment income | CNY 3.2B | ~12% of operating revenue |
| ROE | 10.8% | 2024 |
| B2B upside | CNY 200-600M | est. incremental |
Frequently Asked Questions
Yes, it is built specifically for Bank Of Chengdu and reflects its regional commercial banking model. You get a Research-Backed Company Analysis that maps corporate banking, retail banking, wealth management, and investment banking into a clear nine-block structure, so you do not need to start from scratch.
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