Domain agents for banking operations
Step 1- Customer statement consolidation agent
- Transaction dispute resolution agent
- Anomaly detection agent
- Regulatory reporting agent
Back to solutions
Banking
Banking operations at the speed of digital
Transform customer service, dispute resolution, and compliance with automated statement analysis and real-time transaction monitoring.
Built For
Relationship managers
Branch staff
Operations teams
Compliance officers
Problems It Replaces
Manual statement reconciliation takes hours
Customer disputes require digging through multiple systems
Regulatory reporting is error-prone and time-consuming
Fraud detection is reactive rather than proactive
Outcomes
What teams get back
Outcomes are tied to live documents, auditable records, and agent workflows rather than disconnected one-off tools.
01
Resolve customer disputes in seconds instead of hours
02
Automated regulatory reporting with 99.9% accuracy
03
Real-time fraud detection across all channels
04
Reduced operational costs by 40%
Workflow map
How the operating system works
Domain agents, grounded retrieval, and live outputs are mapped to the way this team actually works.
RAG and live outputs
Step 2- RAG retrieval over MPesa logs, bank statements, and transaction records
- Live customer profiles with complete transaction history
- Real-time compliance dashboards with automated alerts
Concrete Workflows
Specific operational work this vertical can move into live documents and agent-assisted execution.
01
Consolidate customer MPesa, bank, and PDF statements instantly
02
Answer balance disputes with verified statement data in seconds
03
Reconcile daily paybill collections automatically
04
Detect abnormal transaction patterns across accounts
05
Generate regulator-ready transaction summaries
06
Identify high-activity customers for product offers
Regulatory Alignment
Central Bank KYC/AML requirements
Transaction reporting thresholds
Customer data protection regulations
Audit trail requirements
Proof Points
Reduces dispute resolution time from hours to seconds.
Eliminates manual reconciliation errors completely.
Improves fraud detection rates by 300%.
Banking
Ready to modernize banking workflows?
See how live documents, AI agents, and auditable records can fit your team’s operating model.