The Systematic Process

From raw market data to actionable intelligence. Six stages transform information into opportunity, with human oversight at every step.

Ingest
Calculate
Screen
Analyze
Track
Learn
01

Ingest

Automated data collection from institutional-grade sources. Real-time feeds, regulatory filings, and alternative data streams.

What Happens

The ingestion layer continuously pulls data from licensed institutional sources. SEC filings are parsed within minutes of submission. Market data streams in real-time. Alternative data feeds are normalized and validated before entering the analytical pipeline.

SEC Filing Parser

10-K, 10-Q, 8-K, and proxy statements extracted and structured within minutes of EDGAR publication.

Market Data Feeds

Real-time and historical price data from Bloomberg, Refinitiv, and exchange direct feeds.

Alternative Sources

Satellite imagery, credit card data, job postings, and other non-traditional signals integrated systematically.

Technical Capabilities

Sub-minute SEC filing ingestion
44,000+ global securities tracked
Continuous 24/7 data refresh
Automated data quality validation
Licensed, compliant data sourcing

Data Flow

Raw Source Parser Validator Warehouse
02

Calculate

Run valuation models, compute metrics, and flag anomalies against configurable thresholds across every lens.

What Happens

Every company runs through lens-specific valuation models. NAV calculations incorporate real estate revaluations, subsidiary mark-to-market, and hidden asset identification. Earnings power models normalize for cyclicality and one-time charges. Capital structure optimization models identify leverage opportunities.

NAV Computation

Asset-by-asset liquidation value with real estate revaluation and subsidiary fair value adjustments.

Earnings Power

Normalized earnings through cycle adjustments, margin analysis, and peer comparisons.

Sum-of-Parts

Segment-level valuation using appropriate peer multiples and discount rate analysis.

Models & Metrics

12 proprietary valuation models
200+ computed metrics per company
Historical context (10+ year lookback)
Peer group dynamic matching
Anomaly detection alerts
200+
Metrics / Company
12
Valuation Models
Daily
Recalculation
03

Screen

Filter and rank using configurable scoring. Your rules, systematically applied across the entire universe.

What Happens

Calculated metrics flow into the screening engine where your configurable rules determine what surfaces. Set thresholds for NAV discount, analyst coverage, governance flags, or any combination. Multi-factor scoring ranks opportunities by your priorities. The system applies your judgment at scale.

Configurable Thresholds

Set minimum NAV discount, max market cap, coverage requirements, and governance criteria.

Multi-Factor Scoring

Weight factors by importance. Combine quantitative signals with qualitative overlays.

Alert Triggers

Get notified when companies cross your thresholds. New filings, price movements, governance changes.

Screening Capabilities

Custom filter builder (no coding)
Boolean logic (AND/OR/NOT)
Saved screens with version history
Team screen sharing
Export to Excel, API access

Screening Flow

Universe Filters Rank Candidates
04

Analyze

Automated deep dives from multiple perspectives. Research, valuation, risk, governance — synthesized into structured output.

What Happens

Screened candidates enter deep analysis. Multiple specialist models examine each opportunity from different angles — fundamental research, valuation scenarios, risk factors, governance assessment, and catalyst identification. Outputs are structured and confidence-scored for human review.

Research Analysis

Business model assessment, competitive positioning, management quality, and industry dynamics.

Valuation Scenarios

Base, bull, and bear cases with explicit assumptions. Probability-weighted expected values.

Risk Assessment

Key risks identified, quantified where possible, with mitigation factors analyzed.

Catalyst Mapping

Near-term events that could close the valuation gap. Timeline and probability estimates.

Analysis Framework

5 specialist analytical models
Structured output format
Confidence scoring (0-100)
Human override at every step
Source citations and links
5
Analysis Perspectives
3
Valuation Scenarios
100%
Human Oversight
05

Track

Move opportunities through pipeline stages. Record decisions, outcomes, and reasoning. Build institutional memory.

What Happens

Analyzed opportunities enter your tracking pipeline. Move them through stages — reviewing, deep dive, under consideration, position, passed. Attach notes, decisions, and outcome data. The system maintains complete history so nothing falls through cracks and learning compounds.

Pipeline Management

Kanban-style workflow with customizable stages matching your investment process.

Decision Recording

Capture rationale for every pass, pursue, or position decision. Structured for future analysis.

Follow-Up Alerts

Set reminders for catalysts, earnings dates, or check-in points. Never miss a development.

Tracking Features

Custom pipeline stages
Tagging and categorization
Complete audit trail
Team collaboration
Pipeline analytics

Pipeline Stages

New Review Deep Dive Decision
06

Learn

Feed outcomes back into the system. Improve models over time. Get sharper with every cycle.

What Happens

Every outcome is captured and analyzed. What worked? What didn't? Which signals predicted success? The learning engine identifies patterns in your decisions and outcomes, refining scoring weights and surfacing blind spots. The platform gets smarter as your track record grows.

Outcome Attribution

Link returns to initial thesis, catalysts, and risk factors. Understand what drove results.

Model Refinement

Scoring weights adjust based on actual performance. What predicts success for your strategy?

Pattern Recognition

Identify systematic biases and blind spots. Which opportunities do you consistently under/overweight?

Learning Capabilities

Hit rate tracking by lens
Factor attribution analysis
Feedback loop integration
Improvement metrics dashboard
Post-mortem templates
Auto
Weight Adjustment
Track
Every Decision
Improve
Each Cycle

Ready to Get Systematic?

See how this workflow applies to your investment process.

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