Agent Stacks · Banking · Banks

SME and Corporate Underwriting Financial Insights.

Turn raw statements and market signals into explainable credit insight, fast with our stack of 8 AI agents

8 agents · one value stream · end-to-end

KPI ForecasterKPI Trend ScannerMarket Intelligence ReportMarket Pulse AlignerInterdependency Checkerbanks stream+ 3 more agents in this stack

Meet our stack of eight AI agents ready to positively impact your mission-critical business flows.

Turn raw statements and market signals into explainable credit insight, fast. Agents extract and map trial balances into standardized templates, validate mapping accuracy to prevent ratio drift, scan and explain KPI shifts with internal and external context, correlate sales, stock, liquidity, and credit behavior to expose multi-variable risks, forecast KPI trajectories from history and market inputs, align borrower performance with sector pulse and peer benchmarks, and auto-draft a consistent credit memo and market brief with evidence links.

Business impact: faster input preparation with fewer errors, more accurate risk metrics and less rework, transparent insights with timely business-context alerts, earlier detection of systemic risks, more proactive decisions and resilience checks, objective benchmarking across industries, and standardized credit documentation backed by a unified market view.

AI Agents in this stack include:

  • Balance sheet extractor

  • Financial mapping validator

  • KPI trend scanner

  • Interdependency checker

  • KPI forecaster

  • Market pulse aligner

  • Credit memo generator

  • Market intelligence report.

01 / The agents

8 agents in this stack.

Each one scoped to a single job inside the stream — deployed together they carry the workflow.

High effort

KPI Forecaster

Predicts KPI evolution using market and historical data.

Medium effort

KPI Trend Scanner

Detects and interprets KPI shifts using internal and market data.

Medium effort

Market Intelligence Report

Aggregates sector, filing, and news data to enrich credit analysis.

High effort

Market Pulse Aligner

Brings sector benchmarks and peer context into underwriting.

Medium effort

Interdependency Checker

Correlates KPIs such as sales, stock, liquidity, and credit.

Medium effort

Balance Sheet Extractor

Extracts and maps accounts from trial balances into standardized templates.

Medium effort

Credit Memo Generator

Auto-builds structured, regulator-ready credit memos.

Medium effort

Financial Mapping Validator

Validates correct data mapping of accounts

See them in the catalog: AI agents catalog →

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