Investment Research Platform · Private Access

Research infrastructure
for serious private investors.

Batch your watchlist through transparent research screens. Score companies. Get weekly verdicts. No trading. No live execution. No black-box predictions.

Batch
Research across watchlist
Scored
Transparent methodology
Weekly
Research reports
No trade
No execution · no live orders
// research.process

Structured research.
Every company.

01
WATCHLIST
Upload your watchlist. Define the universe you want researched.
02
SCREENS
Value Quality · Piotroski F-Score · Altman Z-Score · Insider Activity — applied consistently to every name.
03
SCORING
Each company scored against defined criteria. Transparent. Reproducible. No hidden weights.
04
REPORT
Weekly research verdict per name. Research output — not predictions, not buy signals.
// sample.output

What a report
looks like.

Example research output. Not investment advice. Not a prediction.

WEEKLY RESEARCH REPORTSAMPLE DATA
Week of Apr 21, 2025
EX
Example Corp
TICKER: EX · FICTITIOUS EXAMPLE
VALUE QUALITY SCREEN
P/B: 1.8x · FCF Yield: 6.2% · EV/EBIT: 11x
7 / 10PASS
PIOTROSKI F-SCORE
Positive operating CF · Improving ROA · Reduced leverage
7 / 9STRONG
ALTMAN Z-SCORE
Low financial distress risk · Safe Zone above 3.0
4.2SAFE ZONE
INSIDER ACTIVITY
3 purchases · 0 sales · Last 90 days
NET BUYING
WEEKLY RESEARCH VERDICTMONITOR

Qualifies for watchlist monitoring. Strong financial health and value signals present. Research output only — not a buy recommendation or investment advice.

All data above is fictitious. For illustration purposes only. Not investment advice.

// system.principles

Built for serious research.

Transparent methodology

Every screen has defined criteria. Every score is explainable. No hidden weights. No black-box output. You see exactly how each verdict was reached.

No trading. No execution.

Line Engine is a research platform. It does not place orders. It does not connect to brokers. It produces research — what you do with it is up to you.

Batch research at scale

Run your entire watchlist through the same screens simultaneously. Consistent methodology applied to every name, every week. No manual spreadsheet work.

Weekly research cadence

Research delivered on a consistent weekly schedule. Verdicts updated as new data arrives. Build a research habit without building infrastructure from scratch.

How it works

Research that follows a process

01
Context Ingest
We gather macro signals, earnings events, and regime indicators weekly.
02
Transparent Scoring
Each asset is scored using Piotroski F-Score, Magic Formula, and event weighting.
03
Weekly Report
A finished research report with rankings, insights, and regime context — archived and comparable.

Research, not trading

Line Engine does not execute trades, manage positions, or connect to brokers. It produces finished weekly research you can act on yourself — with full context and scoring transparency.

No live execution
No continuous market pressure
No broker required

Methodology

Built on established, transparent scoring frameworks.

Piotroski F-Score
9-point fundamental strength score based on profitability, leverage, and operating efficiency.
Magic Formula
Combines earnings yield and return on capital to identify undervalued quality businesses.
Altman Z-Score
Multi-factor distress indicator used to assess financial health and bankruptcy risk.
Event Context
Earnings surprises, macro shifts, and sector rotations are weighted into the research context.
// early.access

Get early access.

We are onboarding a small number of serious private investors. Leave your email and we will reach out when a spot opens.

No spam. No sharing. Access notification only.

// founder

“Built by Lion — architect turned systems builder.”

Structural design thinking applied to investment research. Bringing order, clarity, and reproducibility to a domain too often managed through scattered notebooks and guesswork.

Not prediction. Not automation. Structured research infrastructure for serious private investors.