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Developers
EXAMPLES

Start from financial application patterns, not empty boilerplate.

FinanceGPT examples are intended to demonstrate bounded developer patterns for financial applications while keeping credentials, data provenance and execution permissions explicit.

Answer-first: FinanceGPT developer examples are reference application patterns showing how developer surfaces can be combined for common financial use cases without treating example code as production authority.

FinanceGPT Developers
intent = "forecast liquidity"evidence = workspace.data()model = LQM.run(evidence)reasoning = QLM.compose(model)action = policy.review(reasoning)
APISDKsMCPLQMQLMAgents
Data & evidenceQuantitative modelLanguage orchestrationGoverned tools
CAPABILITIES

What this workflow brings together.

The public page explains the outcome first, then keeps the underlying financial methods, evidence and review path visible.

Financial analysis pattern
Model integration pattern
Agent/tool pattern
MCP pattern
Evidence-aware workflow pattern
Error-handling pattern
Governance pattern
HOW IT WORKS

From intent to reviewable output.

FinanceGPT should make complex financial work easier to express without hiding the evidence, calculations or control points.

Choose the example closest to the intended financial workflow.
Replace demonstration inputs with governed application context.
Apply production authentication and workspace rules.
Test failure and permission cases.
Complete production review before deployment.