AI for family offices that
actually integrate with the principal’s whole picture.
Family offices don’t have a SaaS sprawl problem. They have a data sprawl problem. Addepar shows the marketable portfolio. Sage Intacct holds the operating businesses. Bank feeds, K-1s, capital calls, real estate, and direct investments live in fourteen other places. We build AI workflows on the data layer — aggregating across the stack you’ve already chosen, not asking you to replace it.
Family offices aren’t RIAs with extra digits.
Switching costs are years of historical data + custodian feeds + audit lineage.
Family offices choose their tools deliberately — Addepar because the CIO standardized on it ten years ago, Sage Intacct because the auditor specified it, NetDocuments because the trust counsel requires it. The “rip out Addepar and run everything in our platform” pitch is structurally wrong for an office that has ten years of performance history, three custodian feeds, and an audit trail the IRS has already looked at twice. The right play is AI on top of the stack you’ve already chosen.
Best-of-breed is the constraint, not the problem.
Stakes for breach: not regulatory fines, but principal trust permanently broken.
Family balance sheets, trust structures, beneficiary information, and direct investment positions are some of the most sensitive data in any commercial system anywhere. Family office AI workflows have to be architected for privacy from day one — explicit data-residency controls, vendor data-processing agreements with audit and breach-notice teeth, and access logs that survive forensic review by family counsel.
Principal trust is the only KPI that matters.
Three layers. Pick the ones your office needs.
Family office AI breaks into three layers, each with different stakes and different ROI. (This page is written for offices managing $250M-$5B+ in family assets across multiple entities. Smaller offices typically run on the principal’s CPA + Schwab/Fidelity; the AI question is different there.)
The “principal’s whole picture” problem.
Aggregation across custodians, GL, alternatives, real estate, and operating businesses. AI excels at reconciling positions across systems, normalizing entity rollups, surfacing variances, and building reporting views that match how the principal actually thinks about the portfolio.
The grunt work that absorbs analyst hours.
K-1 / 1099 ingestion at scale (100+ K-1s/year is common). Capital call and distribution tracking. Bill pay across family entities. Document collection from external counsel and CPA.
Analyst-amplifier, not analyst-replacer.
Tax planning scenarios, asset location optimization, gift/estate planning illustrations, direct investment memos and DD synthesis. AI surfaces the work; the principal and CIO still own the judgment.
Different family offices need different layers. The Consult engagement maps which match yours.
Every family office runs a different stack. Here’s what we know.
Addepar, Eton Solutions, Black Diamond, Orion, Tamarac
Addepar dominates at $500M+, especially with significant alternatives exposure. Eton Solutions’ AtlasFive competes directly with Addepar at the SFO/MFO upper end and is increasingly named in CIO evaluations. Black Diamond and Orion sit in the upper mid-market. Tamarac is RIA-channel-affiliated and appears mostly at advisory-affiliated MFOs. APIs vary materially — Addepar’s API is strong but partner-gated.
Sage Intacct, QuickBooks Enterprise, NetSuite, Archway
Sage Intacct is the most common GL at family offices large enough to need multi-entity accounting and audit-grade controls. NetSuite for offices with operating businesses inside the family entity structure. Archway (now part of Addepar) for offices wanting GL + portfolio in one platform. AI workflows touching GL need careful entity-level access controls.
Investran, eFront, Dynamo, Allvue, custom Excel
Investran and eFront are the institutional-grade systems for PE/VC/RE position tracking, capital calls, and distribution waterfalls. Dynamo and Allvue increasingly appear at direct-investing offices. Backstop shows up more at institutional allocators than family offices proper. Reality: most family offices run a parallel Excel layer the CIO actually trusts, regardless of which system is “official.”
NetDocuments, iManage, Wealth.com, Vanilla
Document management is fragmented across the family office, outside trust counsel, and CPA. Wealth.com and Vanilla are the emerging tools at the estate planning layer for offices serving HNW/UHNW families. AI workflows here touch the most sensitive documents the family generates — trust instruments, beneficiary designations, generation-skipping planning — and require the strictest access controls.
Salesforce FSC, Wealthbox, Junxure (legacy), Microsoft Dynamics
Salesforce Financial Services Cloud is the enterprise option, often heavy-handed for SFOs. Wealthbox common at smaller offices. Junxure is legacy (AdvisorEngine has been migrating users). CRM at family offices is often as much about external relationships (counsel, CPA, banker, co-investors) as internal family members.
GoSystem, CCH Axcess, Bloomberg BNA
Tax preparation almost always lives outside the family office at the family’s CPA. The AI opportunity inside the office is K-1 aggregation, basis tracking, and gift/estate compliance documentation — feeding clean data to the CPA, not replacing tax prep.
Three family office archetypes.
What a Consult would cover
For SFOs managing one principal family’s assets, a Consult would map the existing Addepar / Sage Intacct / alternatives-tracking stack, identify the highest-friction workflows (K-1 season, quarterly principal reports, capital call calendar), and propose AI workflows on the data layer that respect the office’s existing tool choices. Privacy posture and entity-level access controls designed in from scoping.
What a Consult would cover
MFOs operate as RIAs under SEC oversight, which adds Marketing Rule and recordkeeping considerations on top of SFO concerns. A Consult would additionally map the books-and-records requirements, client communications workflows, and the multi-family data segmentation architecture before any Build scope is locked.
What a Consult would cover
For offices with significant direct-PE, direct-RE, or operating-business exposure — whether the operating businesses are inside trust or holding-company structures or held separately — the AI question is different. Shape varies widely. A Consult maps the existing structure (Excel + Investran + custom + operating-company GL) and identifies AI workflows that respect the trust/legal architecture before any Build scope is locked.
Family office workflows with measurable calendar compression.
| Workflow | What AI does | What it’s worth |
|---|---|---|
| K-1 / 1099 aggregation | Ingests 100+ K-1s/year from PE/VC/RE positions, classifies, extracts to a structured table for the CPA, flags anomalies | K-1 season compressed from 60-90 days to 20-30 days for a 100+ K-1 portfolio. Eliminates extension-forcing K-1s as a routine occurrence (industry-cited; depends on existing process discipline) |
| Family balance sheet rollup | Reconciles positions across Addepar, GL, alternatives, real estate, operating businesses into a principal-ready view | Quarterly principal package turnaround compressed from 2-3 weeks to under one week |
| Capital call / distribution tracking | Watches fund admin emails and portals, surfaces upcoming calls, reconciles distributions against fund statements | Reduced missed-call risk; cleaner basis tracking |
| Direct investment DD synthesis | Pulls from CIM, financials, industry data, comps to draft investment memos for principal/IC review | First-draft IC memos in hours instead of days; CIO still owns final synthesis |
| Tax planning scenarios | Models gift, GST, estate, and asset-location scenarios feeding clean data to the family’s CPA for final analysis | Faster turnaround on principal “what if” questions |
| Principal communications | Drafts quarterly letters, ad-hoc family briefings, document-collection requests from external counsel/CPA | Higher communication cadence without proportional analyst load |
| TOTAL ADDRESSABLE | 6 workflows · data + operational layers | |
Every workflow has measurable ROI in the industry data, but what your office would actually capture depends on AUM scale, alternatives exposure, entity complexity, and existing tool maturity. A $300M SFO with two operating businesses and a $1.5B MFO with 25 client families have different opportunities. The Consult engagement maps yours.
A family office Build, week by week.
Scoping
Read-only access to existing portfolio reporting, GL, alternatives tracking, and document systems — under whatever NDA structure your counsel requires. Workflow mapping with the office director and CIO. Privacy and access control architecture. Existing-tool inventory and integration realism assessment.
Output: written build plan, fixed end date, fixed price
Build
AI workflow development in a non-production environment with synthetic or scrubbed data. Integration work against the existing stack. Internal walkthroughs with the office director and any family-side reviewer the principal designates.
Output: tested workflow ready for pilot
Pilot
Live deployment on a narrow scope first — one workflow, one entity, one principal report. Real-data validation under production privacy controls. Iteration against the office director’s actual cadence.
Output: production workflow at real volume, real privacy posture
Expansion or handoff
Either we expand to additional workflows on the original plan, or we hand off the system — fully documented — for your in-house team or outside IT vendor to take over. You own the code, the schema, and the data flows. Standard frameworks (no proprietary lock-in) so handoff stays clean.
You own everything we build
The timeline above is engineering-side. The real gating items at family offices are principal decision cadence, outside-counsel NDA cycles, and custodian/fund-admin API approvals — any of which can add weeks. Scoping in Consult locks not just the engineering plan but the dependency timeline.
The Manage service is optional. Most family offices either have in-house IT depth or a long-standing outside IT vendor; we work with whichever your office already trusts.
Published numbers. No “starting at” trickery.
$10K–$35K
3–5 weeks · written build plan
Higher range than other verticals because privacy architecture + multi-system integration assessment + NDA-gated scoping take longer.
$50K–$400K
6–20 weeks · per scope, not per hour
Single-workflow AI on the data layer at the low end; multi-workflow integrated principal-view system at the high end. We quote per scope.
$5K–$25K/MO
Optional · ongoing
Most family offices have in-house or established outside IT; Manage is only when no existing operator is in place.
Where in the range you land depends on AUM scale, alternatives exposure, entity complexity, existing-stack integration realism, and the privacy/NDA posture your counsel requires.
Ironworks AI is an early-stage Virginia startup. Our first live Build engagement shipped in 2026 — operations infrastructure for a professional services firm — and we have additional proposals in motion. If you’re evaluating AI consultants for your family office, ask them how they handle entity-level access controls when a family member’s role changes, and what their NDA + data-residency posture actually looks like in practice. The good ones will have answers. The not-good ones will pivot to talking about transformation. The Consult engagement produces a written build plan that is yours. If we’re wrong for your office at the Build stage, the plan is portable to any other vendor — including the incumbents you’ve already evaluated.