AI Financial Advisory Agent Blueprint

The AI Financial Advisory Agent Blueprint is a complete architecture for building a production-grade financial advisory chatbot powered by Claude. It implements a three-stage multi-agent pipeline — Research Agent, Analysis Agent, and Recommendation Agent — where each agent has a specialized role, focused system prompt, and appropriate Claude model. The blueprint includes compliance guardrails, streaming response implementation, and a production-ready Next.js API route handler, giving you everything needed to ship a real financial AI product.

What You Get

• Multi-Agent Orchestrator — A complete TypeScript orchestrator that runs the Research → Analysis → Recommendation pipeline sequentially, passing context between agents. Includes both buffered (run()) and streaming (stream()) interfaces.
• Research Agent (claude-haiku-4-5) — Gathers financial concepts, regulatory context, and relevant data points. Runs on Haiku for speed and cost efficiency (~$0.0003/query). Outputs structured research notes that feed the next stage.
• Analysis Agent (claude-sonnet-4-5) — Processes the research context and user query to produce situation assessment, key trade-offs, quantitative factors, and risk analysis. Structured output enables reliable downstream parsing.
• Recommendation Agent with Hard Guardrails — The final stage includes a hardened system prompt with non-overridable compliance rules: no return guarantees, no price targets, always include AI disclaimer, professional referral triggers for complex situations. Injection-resistant design.
• Claude Streaming Implementation — Full streaming pipeline using the Anthropic streaming API. Research and Analysis run buffered (too short to stream), Recommendation streams in real-time with SSE events. Progress events (stage: "research", stage: "analysis", stage: "recommendation") let you build a loading indicator that shows pipeline progress.
• Next.js App Router Route Handler — Production-ready route.ts with Zod input validation, in-memory rate limiting (10 req/min per IP), streaming and buffered mode support, Nginx buffering disable header, and structured error responses.
• Error Handling Module — Classifies Anthropic API errors (rate limit, overload, timeout, status errors) and maps them to user-friendly messages. Includes retry wrapper with exponential backoff for transient errors.
• Compliance Package — 5 jurisdiction-specific disclaimer templates (general, US investment, India SEBI, tax-related, short inline), a comprehensive guardrail prompt block, and a prohibited topics reference with correct fallback responses for each.
• System Design Documentation — Full architecture diagram, agent role definitions, data flow walkthrough, cost estimation table ($11/day at 1k queries), and scalability notes.
• Context Manager and Response Formatter — Conversation history management (last 5 turns) and a response parser that extracts structured fields (recommendation, key steps, watch-outs, confidence, disclaimer) from the agent's text output.

How to Use

1. Download and unzip the blueprint.
2. Install dependencies: npm install @anthropic-ai/sdk zod.
3. Set ANTHROPIC_API_KEY in your environment.
4. Copy api-integration/route-handler.ts to src/app/api/financial-advisor/route.ts in your Next.js project.
5. Copy the agents/ and orchestration/ directories to your project (e.g., src/lib/finance-agent/).
6. Update import paths and test with: POST /api/financial-advisor { "query": "Should I max out my 401k?", "userProfile": { "jurisdiction": "US", "riskTolerance": "moderate", "investmentHorizon": "long-term" } }
7. Enable streaming by adding "stream": true to the request body and handling SSE events on the client.

Who This Is For

• Developers building financial advisory chatbots or AI-powered fintech products
• Teams who need a compliant, production-ready multi-agent Claude architecture they can customize
• Founders building financial wellness apps, robo-advisory tools, or AI CFO products
• Developers who want to learn the multi-agent pattern with a real-world, well-documented example
• Anyone building with the Claude API who needs streaming + compliance guardrails in one blueprint

Need the individual finance agents as standalone prompts without the code architecture? Start with the Claude Finance Agent Starter Kit. Explore all Claude Code products and agent architectures at wowhow.cloud/browse.