FiClaw / Family offices and investment research teams
AI research and evidence review for family offices
For family office research leads, analysts and external advisers who want clearer links between documents and conclusions. Separate statements, verifiable evidence and open questions to prepare manager interviews and internal discussions.
Published by FiClaw 产品团队 · Published · Updated
阅读中文版Where FiClaw fits
Family offices can evaluate FiClaw through a verifiable strategy research task: translate an authorized question into explicit rules, use supported A-share historical backtests and diagnosis to test a hypothesis, and organize evidence for human review. Manager due diligence and investment committee preparation are workflow scenarios to discuss; document handling, integrations and deliverables must be scoped before a pilot.
Start with a concrete research task
01
Organize manager interview questions
- Input
- Use authorized, redacted strategy descriptions and the institution's own questions.
- Research output / evaluation scope
- Assess a pilot workflow for organizing questions about strategy, data, risk and operations.
- Human review
- Check the source, version and date. AI must not turn missing material into facts.
02
Test an implementable hypothesis
- Input
- Express a shareable strategy idea as explicit rules and confirm data availability.
- Research output / evaluation scope
- Run independent research backtests and diagnosis within FiClaw's current A-share scope.
- Human review
- An independent experiment does not replicate a manager's live record or authenticate disclosures.
03
Prepare internal research discussion
- Input
- Separate verified facts, manager statements, experiments and unresolved questions.
- Research output / evaluation scope
- Organize a human review checklist before an investment committee discussion; document access needs assessment.
- Human review
- Allocation, suitability, legal, tax and final investment decisions stay with qualified people.
A pilot with acceptance criteria
- 01
Choose authorized material
Start with public or approved redacted samples. Family identities, accounts and complete holdings are not default inputs to an initial pilot.
- 02
Define the evidence format
Agree on source, document date, location, verification status and reviewer for each question. Label statements separately from calculations.
- 03
Run the testable part
Use the current quant workflow only when rules and data are explicit. Keep unsupported questions open until evidence arrives.
- 04
Assess further access
Use accuracy, review effort and data boundaries to decide whether to expand, then scope repositories, external systems and deployment.
Confirm capabilities and delivery scope
- Current public capabilities
- FiClaw's public product centers on quant strategy research: specifications, Python, A-share historical backtesting, diagnosis and parameter comparison. A family office can first evaluate this verifiable research segment.
- Separate assessment required
- Bulk document ingestion, a complete manager due diligence workspace, cross-asset portfolio analytics, consolidated account reporting, family repositories, permissions and private deployment all require separate assessment; this page does not present them as ready-made features.
- Decisions and accountability
- FiClaw does not replace manager due diligence, asset allocation, fiduciary responsibility, suitability review, legal or tax advice, or investment decisions. It does not authenticate or guarantee a manager's future returns.
Procurement and pilot questions
What can a family office evaluate with FiClaw?
Start with a clear quantitative question and evaluate specifications, code, A-share backtests and diagnosis. Manager interviews, due diligence materials and committee handoffs can be discussed as pilot needs, with document access and deliverables confirmed first.
Can FiClaw complete manager due diligence in one click?
No. Questions and research experiments cannot authenticate materials or replace interviews, on-site checks and professional judgment. Scope the authorized inputs, evidence sources and reviewer responsibilities for any due diligence pilot.
Is FiClaw a family wealth management or consolidated reporting system?
Its current public positioning is a quant strategy research workstation. A-share backtesting does not establish support for all-asset allocation, cross-border account consolidation, custody reconciliation, tax planning or automated trading.
Must an initial discussion include complete holdings or family identities?
No. Describe the task, material types, roles and desired outputs using public or redacted samples. Confirm authorization and data handling before introducing sensitive material.
Further reading
An evidence checklist for manager due diligence ↗
Separate statements, independent checks, experiments and open questions.
Private fund research workflows ↗
Understand the manager-side strategy research and review process.
Trust and usage boundaries ↗
Clarify permissions, human confirmation and data handling first.
Bring one research question
Describe the team roles, task, available material and expected output to start a scope discussion. Public or redacted samples are enough for an initial conversation.