01
Consolidated reporting and balance-sheet work
AI summaries of cross-bank, cross-custodian, cross-jurisdiction positions. The consolidated family picture, often more sensitive than any single account, now sits inside vendor logs.
AI for Multi-Family Offices
Family balance-sheet data is moving through AI nobody approved. There is one fiduciary failure point.
MFO staff paste consolidated family statements into ChatGPT for synthesis. Trustee letters are AI-drafted. Cross-jurisdictional structures, beneficial ownership data, and estate planning material increasingly pass through generalist AI assistants. The exposure is not regulatory; it is fiduciary. One screenshot ends the relationship. HIP installs the governance line before the principal asks.
Where AI is already inside the office
Four surfaces where AI is already running with no governance line.
Most MFOs we audit have AI in production across four surfaces. None of them are on the office’s tool inventory. The exposure profile is different from a bank: there is no regulator. There is one principal, and the standard is harder.
The pattern is consistent enough that the Audit reads the same across offices: it is not whether AI is there; it is which surface is hottest.
02
Trustee and family governance communication
AI drafts trustee letters, family-council minutes, and governance documents. The drafts contain beneficial ownership, structure details, and succession context the family has spent decades keeping inside privileged counsel.
03
Estate planning and structure work
External counsel sends drafts. Internal staff use AI to synthesize them for the family. Trust structures, holding-company maps, and tax-planning context end up in models trained on web data.
04
Personal correspondence and concierge work
AI drafts personal correspondence on behalf of family members. Schedules, travel, health and education context pass through tools whose data terms nobody read.
What HIP delivers
A governance line the principal can stand behind across every jurisdiction the office touches.
01
Full AI inventory across staff and external counsel
Every AI tool, embedded feature, and integration mapped to the workflow that runs through it and the family-data class it touches. Includes the AI footprint of external advisors who handle family material.
02
Cross-jurisdictional governance posture
A governance line built for the specific jurisdictions the office operates across, not a generic policy template. Tested against the data-residency, privacy, and disclosure rules in each.
03
Throughput plan for office operations
Keep, fix, or kill verdict on every existing tool. Sequenced roadmap to compound staff capacity inside the governance line. Office staff stop reinventing the same drafts; the family sees a tighter operation.
04
Family-facing AI brief
A short, plain-language briefing the principal and family-council can read. What AI is in use, where the boundaries are, what changed this quarter. Removes the asymmetric information problem between the office and the family.
Fit criteria
Multi-family offices that fit cleanly, and the ones that do not.
Strong fit
- MFO serving three or more principal families, or a single-family office at $500M+ in assets with comparable complexity.
- Cross-jurisdictional structures with active reporting cadence.
- External counsel and advisors who already touch AI on the office’s behalf.
- Principal or family-council leadership has begun asking what AI the office is using.
Not a fit
- Sub-$100M single-family office without dedicated staff or complex structure.
- Offices looking to outsource family communication entirely to AI; HIP installs governance, not automation of fiduciary contact.
- Offices treating AI governance as an IT project; the failure mode here is fiduciary, not technical.
Common questions
What MFO leadership asks before the Audit.
Will the family see the output?
A short, plain-language briefing is designed to be shareable with the principal and family-council. The full inventory and roadmap stay inside the office. The briefing removes the asymmetric information problem without exposing operational detail the family does not want to read.
Does this cover our external counsel and advisors?
The base Audit covers the office. Extending to external counsel, accountants, and trustees is optional and recommended. AI used by external advisors on family material is part of the same exposure surface; covering only the office leaves the wider perimeter open.
We operate across multiple jurisdictions. Does the governance line work everywhere?
It is built for that. The governance posture is tailored to the specific jurisdictions the office operates across, not pulled from a generic template. Data-residency, privacy, and disclosure rules differ by jurisdiction and the Audit reflects that.
How long does the Audit take and what does it cost?
Two to six weeks depending on office complexity and external-advisor inclusion. Standard office Audit is from $15,000. The Fractional CAIO retainer that typically follows is quoted in the Audit readout.
More sectors
Other regulated sectors where HIP fits.
Start
The Audit pays for itself either way. Apply to work with HIP.
Every engagement begins with a short fit review and the AI Operating Audit. Most multi-family offices continue into the AI Operating Partner relationship from there. If there is not strong mutual fit, we tell you directly.