01 / SOURCE
Collect
Preserve traceable market, filing, news, and industry-source inputs in a versioned research snapshot.
Commercial Space & Satellite Internet
LaurenceYang Commercial Space & Satellite Internet Research OS
Research that keeps evidence attached. Trace a company, constellation, market signal, or strategic question through sourced evidence, deterministic calculations, explicit gaps, and a report built for human review.
Ask in plain English
Companies · constellations · markets
Sources stay visible
You approve assumptions
Example research question
What supports this company’s moat?
01 / ASKStart with the decisionA company, comparison, or industry question.
02 / CHECKInspect the supportNumbers, sources, assumptions, and gaps.
03 / SAVEKeep a reviewable resultA report with evidence labels attached.
Full product demo
See one question become a research report.
Follow five short steps. The example is illustrative, but every button leads to a real product workflow.
5 guided steps
Step 1 · Ask
Ask a clear question.
Start with one company, an industry, or a choice you need to make. LaurenceYang sends the question to the right workflow.
Open Ask LaurenceYangExample questionPlain English is enough
What supports this satellite operator’s moat, and what could weaken it?
1
Understand the companyBusiness, financials, and valuation
2
Check the riskEvidence, events, and counterpoints
LaurenceYang routes the question. You make the final judgment.
Step 2 · Check evidence
Check what supports the answer.
Review the numbers, sources, assumptions, and missing-data notes before trusting the conclusion.
Open company researchEvidence checkWhat can the system support?
Financial statementsCovered
Valuation assumptionsVisible
Latest customer concentrationNot available
Missing data stays visibleLaurenceYang does not invent a value to complete the screen.
Step 3 · Compare
Compare on the same basis.
Put companies side by side with the same fields and assumptions, so the differences are easier to explain.
Open comparison workflowIllustrative comparisonSame evidence rules
FieldCompany ACompany B
Revenue trendFrom toolsFrom tools
Estimated valueSame DCFSame DCF
Missing dataKept blankKept blank
A live comparison needs provider coverage for at least two companies.
Step 4 · Go deeper
Use specialist tools only when needed.
Test the valuation, challenge the thesis, or study the wider market without crowding the first step.
Open advanced analysisTest valueSee how assumptions change the result
Change the model or screen a wider set of companies.
Challenge the ideaLook for the weak point
Step 5 · Save report
Save the work.
Turn the research into a report you can review, update, and export to PDF.
Full loop completeAsk → Check evidence → Compare → Go deeper → Save report
Open report library
Research briefCompany decision reviewIllustrative outline · evidence labels stay visible
01OverviewQuestion and conclusion
02EvidenceNumbers and sources
03RisksCounterpoints and events
04AssumptionsCoverage and missing data
Easy to reviewEasy to updatePDF export
Step 1 of 5Choose a step or use the arrow keys.
One research system, clear entry points.
Start with the workbench. Open a specialist module only when the question needs it.
Research Workbench
Ask, research, compare, value, challenge, and save—inside one connected workspace.
Satellite Intelligence
Classify events, test thesis impact, and compare CEO and investor views.
Daily Review
Read the current evidence snapshot, changes, catalysts, and source freshness.
Weekly Brief
Track the thesis, counter-evidence, risks, and next review actions.
Company Briefs
Focused topic pages for versioned market snapshots, trends, alerts, peers, moat, and bull/bear views.
Knowledge Graph
Browse concepts, entities, relationships, and source references.
The narrative cannot rewrite the numbers.
The architecture keeps evidence, calculations, explanation, and review separate. This public release uses versioned snapshots and fixed, labeled narrative examples; it does not connect to live providers or a model.
02 / TOOL
Calculate
Normalize identifiers, cross-check sources, calculate DCF, peers, screens, and risk signals.
03 / NARRATIVE
Explain
Turn the results into a clear summary. If no AI model is connected, show a fixed sample response instead.
04 / REVIEW
Decide
Expose assumptions, freshness, missing data, and counter-evidence for human judgment.
One system from question to report.
Data, calculations, and research tools work together, so every step follows the same rules.
Public-safe by design.
The deployed portfolio surface uses fixed, labeled examples. No live provider, model API, credential, or restricted Wiki full text is exposed.
Public portfolio release · Static snapshot
Explore the product without exposing private systems.
This personal, non-commercial release serves only the curated static product surface. It contains versioned examples and public previews; the provider adapters, local APIs, credentials, and restricted Wiki full text stay outside the deployed artifact.
Use the Workbench to inspect the product flow, then open How It Works to review the workflow, trust controls, and contribution boundary.