Investment Research Automation
Commercial Space & Satellite Internet Research OS
A commercial-space research system that organizes source records, conclusions, and calculated values while keeping calculated values separate from AI-written explanation.
Live static proof · Read-only public snapshot · No public model or provider connection
A commercial-space research system that organizes source records, conclusions, and calculated values while keeping calculated values separate from AI-written explanation.
- Domain
- Investment Research Automation
- Role
- AI Product Lead & Co-Developer
- Current status
- Live static proof · Read-only public snapshot · No public model or provider connection
- Team boundary
- Built in a two-person human team. The overall system is not presented as solo-built.
Problem
The user problem
Investment reviewers need to compare financial statements, operating metrics, customer and contract records, and program data without mixing currencies, losing sources, or letting AI rewrite a calculated value.
Context
Project context
Two people built and iterated the product. The investment manager and satellite-research personnel used it internally; the public site is a read-only subset of the historical product.
Workflow
Steps from question to review
- Define the research question and evidence scope
- Collect and organize financial, operating, customer, contract, and program evidence
- Run deterministic calculations and validation controls
- Keep AI narrative separate from source facts and calculated values
- Review sources, assumptions, conflicts, and exceptions before saving the output
Controls
Controls I chose
- Missing values remain blank rather than being invented.
- Conflicting records are flagged rather than silently overwritten.
- Incompatible statements are excluded from additive totals and disclosed.
- Human reviewers can inspect sources, assumptions, and exceptions.
Evidence
What has been verified
- Led requirements, workflow and framework design, source collection, front-end development, release testing, deployment, and post-internship iteration.
- Designed a cross-currency validation control that prevented an approximately 13% HKD/CNY aggregation overstatement.
Public version
Open the current public version
The link opens the public version described above. Its status and limits are the same ones listed on this page.
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