Idea Generation

A Structured Pipeline for Discovering High-Conviction Opportunities

Idea Generation helps investment teams aggregate, analyze, and rank key investment inputs from any data source with speed and discipline. Instead of relying on ad hoc screens, scattered spreadsheets, or manual workflows, analysts use a structured, repeatable system to identify signals, test hypotheses, discover untapped alpha, and advance high-quality ideas into deeper research.

Designed for fundamental investors, Idea Generation brings clarity, consistency, and traceability to the earliest stage of the investment process. It ensures that every idea begins with structure—and that teams spend less time hunting for opportunities and more time analyzing them.

A Stronger Foundation for Idea Discovery

Screen Opportunities with Full Data Context

Run custom screening across internal datasets, valuation metrics, estimates, fundamentals, signals, and ESG inputs. Analysts can compare opportunities with the full benefit of structured data, not disconnected or outdated spreadsheets.

Identify Signals and Rank Ideas

Use configurable signals, voting, and proprietary scoring frameworks to prioritize names. Analysts can test signals over multiple periods, understand hit rates, and advance ideas that consistently demonstrate strength.

Validate Ideas with Repeatability Analysis

Backtesting and historical signal evaluation help analysts understand whether an idea meets the firm's standards for consistency. Teams build conviction knowing the idea is supported by evidence—not just intuition.

Move Ideas Seamlessly into Research

Once an idea earns further attention, it flows directly into the Research Management System (RMS) with full context. No re-entering information. No lost notes. No disconnected steps.

Key Capabilities

Integrated screening across internal and external datasets
Signal-based ranking and scoring
Repeatability and backtest analysis
Comparison of internal estimates vs. consensus
Connected workflow into RMS
Connected workflow into Portfolio Construction for PM visibility
Full auditability and research traceability through Nexus
Analyst-level transparency into idea flow, prioritization, and research impact

Why Idea Generation Matters

Creates a Repeatable Idea Pipeline

Teams get a structured method for sourcing opportunities, reducing noise and increasing quality. Save time, reduce errors and improve forecasting accuracy with tearsheets and comp sheets for precise modeling of valuation.

Ensures Better Alignment with Research and Portfolio Needs

Portfolio managers gain clearer visibility into what analysts are evaluating, why, and how each idea fits into the broader strategy. Create price targets, DCF, IRRs and/or forecast valuation re-ratings.

Strengthens Analyst Productivity

Less time spent recreating screens and spreadsheets. More time spent on analysis validation, and value-added research. Instantly highlight the financial, factor and macro drivers of your ideas with statistical analytics.

Improves Decision Quality

Ideas enter research with documented context, historical insight, and transparent reasoning. Get better crowding analysis, earning previews, ownership, insider activity and short interest interpretation.

Use Cases

Analysts scanning for new ideas ahead of PM discussions
Teams identifying names with strong ranking signals or improving fundamentals
Screening for valuation disconnects or factor-driven changes
PMs reviewing the idea pipeline in preparation for a rebalance
Firms standardizing the first step of the investment process across analysts

Explore the Research Suite

Discover how Idea Generation connects to the full Research Suite for a complete research management workflow.

Learn More

See How Idea Generation Fits Into the Research Suite

Frequently Asked Questions

What is Idea Generation in EDS?

Idea Generation helps analysts surface, score and validate investment ideas using structured screens, signals and repeatability analysis.

How does the tool prioritize ideas?

It allows ranking by signals, fundamentals, proprietary scoring models and backtested consistency.

Does Idea Generation support custom screens?

Yes. Teams can configure screens using internal data, external datasets and firm-specific criteria.

How do ideas flow into research?

Ideas move directly into the RMS with documented context, supporting a more traceable research pipeline.