Case study

Agentic Financial Analytics

INDEPENDENT CONSULTING · 2026

A Python financial-analytics application built with Spec-Driven Development in Claude Code — agentic Claude features run multi-source data import, research, and recommendations via the Anthropic API.

RoleAI product builder

StackPython · Anthropic API

MethodSpec-Driven Development

ModelsTask-aware routing

Context

Placeholder — the analyst workflow this replaces, and why an agentic approach fits multi-source financial research.

What we built

Placeholder — Spec-Driven Development in Claude Code, task-aware model routing, and the agentic loop that imports, enriches, researches, and recommends.

System diagram

Outcomes

Placeholder — analysis turnaround, quality of recommendations, and the cost/quality balance from task-aware model routing.