Banking & Finance
Every credit decision still has a human name on it.
Cognitive’s workflows stage application data, run AMLA and policy checks, and prepare disbursement, with a person approving every consequential decision.
BNM
AMLA/CFT
KYC
Core-banking
90% less manual processing time
A Malaysian retail bank runs personal financing as one daily workflow, application staging through AMLA screening to disbursement.
In production
Banking & Finance
Daily financing applications processed straight through
91% unattended 9% routed to a personUse Cases
Where automation applies in
Banking & Finance
Loan & Credit Processing
- Application data staging and verification
- Credit and policy rule checks before offer
- Offer letter generation
- Disbursement and settlement automation
- Post-settlement refund eligibility checks
- Core-banking updates on completion
Compliance & AML
- AMLA/CFT screening in the application path
- Sanctions list checking
- Suspicious transaction report drafting
- Regulatory filing to BNM
Customer Onboarding (KYC)
- Document verification and data extraction
- Identity and address matching
- Risk scoring data assembly
- Account opening workflow orchestration
Finance & Reconciliation
- Daily transaction reconciliation
- General ledger posting
- Exception and mismatch flagging
- Month-end close support
Customer Service
- Inquiry routing and case creation
- Refund and dispute processing
- Contact-centre data lookup
Collections & Recovery
- Arrears data assembly across systems
- Restructuring eligibility checks
CASE STUDY
Malaysian retail bank
Personal financing runs as one daily unattended workflow, application staging through AMLA screening to disbursement.
FAQ
Common questions from Banking & Finance
People decide. Automation assembles and checks the data; a human approves the credit decision at every threshold you define.
Every workflow is deterministic and produces a full audit trail, which maps directly to BNM’s expectations for traceable, explainable processes.
Yes. Data stays within your existing security perimeter; automation runs inside your infrastructure or an approved private environment.
Bots and agents connect through your core banking system’s existing screens or APIs, without requiring a core system upgrade.
Most banking clients see ROI within a year, and some within a single quarter on high-volume processes like personal financing.