Watch five AI agents turn a market snapshot into a stock recommendation.

A polished Next.js demo that shows the agent workflow without asking visitors for keys or triggering paid APIs. Pick a supported ticker and explore the final recommendation, consensus score, chart, and specialist agent reasoning.

Demo command center

Choose a market snapshot

Pick a supported ticker and the demo will load a pre-generated five-agent analysis. No user API key, no live model call, and no hidden cost.

Static demo mode

Pre-generated snapshots, instant response

Available snapshots

Snapshot selected

Ticker, price history, and market context are loaded from demo data.

Agents evaluated

Five specialist agents provide independent recommendation signals.

Consensus formed

Agreement, risk, and signal strength are combined.

Recommendation ready

The final decision panel summarizes the portfolio view.

Start with a demo ticker

The public demo supports AAPL, MSFT, NVDA, TSLA, AMZN, GOOGL, META, NFLX. Each snapshot includes market data, context notes, and five agent outputs prepared for a reliable portfolio demo.

How this was built

A cost-safe AI demo architecture

This portfolio version demonstrates the product experience and agent orchestration pattern without exposing secrets or creating surprise API usage. It is designed to be reliable when someone opens it from a resume link.

Multi-agent model

The analysis is shaped around five specialist agents: fundamental, technical, sentiment, risk, and market context.

Pre-generated snapshots

The public demo uses fixed market snapshots so the site stays fast, predictable, and free from third-party API failures.

No exposed secrets

Visitors never enter API keys, and the deployed demo does not call paid LLM, stock, news, or database-write services.

Reliable demo UX

Responses are instant, errors are guided, and unsupported symbols explain exactly which snapshots are available.