Domain agents for investment operations
Step 1- Client statement consolidation agent
- Liquidity assessment agent
- Investment memo drafting agent
- Source-of-funds verification agent
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SME Finance
SME lending powered by real data
Evaluate SME creditworthiness using real transaction data, automate loan assessments, and monitor repayment behavior in real-time.
Built For
Loan officers
Credit analysts
Collections teams
Underwriters
Problems It Replaces
SMEs lack formal credit histories
Manual loan assessment takes days
Collection monitoring is reactive
Risk assessment relies on self-reported data
Outcomes
What teams get back
Outcomes are tied to live documents, auditable records, and agent workflows rather than disconnected one-off tools.
01
Loan processing reduced from days to minutes
02
Real-time repayment behavior monitoring
03
Data-driven credit risk assessment
04
Reduced default rates through early warning
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 client statements, portfolio data, and prior memos
- Live investment committee memos linked to source data
- 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 client financial statements from multiple sources
02
Assess liquidity positions before investment recommendations
03
Verify inflows before executing high-value transactions
04
Document source-of-funds verification for compliance
05
Analyze spending patterns for advisory insights
06
Generate structured summaries of client activity
07
Monitor large cash movements for compliance
08
Maintain auditable transaction histories
Regulatory Alignment
KYC/AML source-of-funds requirements
Investment committee documentation standards
Portfolio governance regulations
Jurisdiction-specific compliance frameworks
Proof Points
Reduces client onboarding time by 70%.
Improves investment memo accuracy with deterministic calculations.
Ensures 100% regulatory compliance readiness.
SME Finance
Ready to modernize sme finance workflows?
See how live documents, AI agents, and auditable records can fit your team’s operating model.