Skip to main content
graph.swiss

Investment Management & Trading

For asset managers, hedge funds, trading desks, and family offices

AI-powered equity research across 156K+ securities, real-time technical analysis, earnings tracking, and corporate event signals. Thanks to our modular architecture, we deliver custom solutions and data feeds with unprecedented efficiency — from initial scoping to production deployment in weeks, not months.

Industry Challenges We Solve

Investment research on Swiss private companies is fragmented across cantonal registries with no unified platform linking corporate fundamentals to market data

Portfolio managers lack a single interface combining equity research, technical analysis, earnings tracking, and corporate intelligence for Swiss-listed and private companies

Trading desks need real-time market signals enriched with corporate event context — management changes, capital modifications, and regulatory filings that move stock prices

ESG and sentiment analysis requires combining structured financial data with unstructured news, social media signals, and corporate filings across multiple languages

Investment intelligence dashboard
Investment research AI copilot

Enterprise Solutions

Each module is independently deployable. Our modular architecture means you pay only for what you use and scale from a single data feed to a full deployment.

AI Equity Research

Automated research reports combining fundamental analysis (P/E, P/B, EV/EBITDA, PEG), technical indicators (RSI, MACD, SMA, Bollinger Bands), earnings tracking, and price predictions across bull/base/bear scenarios.

Real-Time Market Intelligence

Live pricing across 96 exchanges with 156K+ securities. Corporate event signals — SHAB publications, management changes, capital modifications — enriching market data with context that moves prices.

Portfolio Monitoring

Ongoing surveillance of portfolio holdings with automated weekly digests — price performance, technical signals, fundamental shifts, corporate events, and peer relative performance.

Earnings & Dividend Tracking

Full earnings calendar with consensus tracking, surprise analysis, and post-earnings AI summaries. Dividend history and yield analysis across portfolio holdings.

Pre-Built AI Agents

Specialised AI agents trained on investment workflows, deployable out of the box or customisable to your processes.

AI

AI Equity Research Agent

Generates comprehensive research reports combining fundamental analysis, technical indicators, earnings history with surprise tracking, and price predictions across bull/base/bear scenarios. Includes ESG and sentiment analysis.

AI

Peer Comparison Agent

Builds side-by-side comparison tables across selected securities — valuation multiples, financial statements, dividend history, executive compensation, and sector positioning.

AI

Market Signal Agent

Monitors portfolio holdings and watchlist securities for price-moving events: SHAB publications, earnings surprises, technical breakout signals, and news sentiment shifts. Prioritised alerts with contextual reasoning.

AI

Sector Scanner Agent

Screens global markets by sector, exchange, market cap, valuation range, and technical criteria. Identifies investment opportunities matching configurable strategies.

AI

Earnings Analysis Agent

Automates earnings season workflows: tracks upcoming dates, analyses results against consensus, generates post-earnings summaries with key financial changes and forward guidance.

AI

Portfolio Intelligence Agent

Provides ongoing portfolio monitoring with automated weekly digests: price performance, technical signal changes, fundamental ratio shifts, corporate events, and peer relative performance.

Investment SmartGraph network analysis

Key Capabilities

AI Equity Research Reports

Automated research with fundamental, technical, ESG, and sentiment analysis across 156K+ securities.

Real-Time Quotes

Live pricing across 96 exchanges with 52-week range, volume, and market status.

Historical Data

Up to 5,000 days of daily OHLCV for backtesting and analysis.

Financial Statements

Income statement, balance sheet, cash flow — annual and quarterly for listed companies.

Technical Analysis Suite

RSI, MACD, SMA, Bollinger Bands, ADX, ATR with configurable parameters.

Swiss Corporate Enrichment

Company profiles, management history, SHAB events for Swiss-listed companies via SmartGraph.

News Sentiment Analysis

Neural search-powered sentiment analysis across multilingual news sources via internet search.

Dividends & Earnings Calendar

Full dividend history and earnings surprise tracking with consensus estimates.

Portfolio API

Programmatic access to all financial data for integration into existing trading and portfolio management systems.

Enterprise Security & Compliance

Every enterprise deployment includes our full security stack — no add-ons, no hidden fees.

Zero-Data Retention

Your data is never stored or used for AI training. Processed and deleted immediately.

ISO 27001

Enterprise-grade security controls audited and certified across all infrastructure.

On-Premise Available

Deploy the full platform within your own infrastructure for complete data sovereignty.

Swiss Data Hosting

All data processed and stored in Swiss data centers under Swiss privacy law.

Custom AI Models

Fine-tuned industry-specific models running in isolated environments per client.

API & SSO

RESTful API access, SAML/OIDC SSO integration, and webhook event delivery.

Ready to Transform Your Investment Workflow?

Our modular architecture means we can have your custom investment platform configured and running in weeks. Talk to our enterprise team to scope your deployment.