Methodology
Every platform gets a written assessment and a considered place in the directory. We don't reduce it to a number. Here is the judgment behind the ordering — and what we refuse to do.
Educational only — not financial, legal or investment advice. We assess software and vendors as tools for an office to evaluate, not investments to make. Nothing here substitutes for your own diligence or your advisers' judgment.
Why there's no score out of 10
Most directories rank tools by a decimal score — 9.2 here, 8.8 there. For this category it would be false precision. The enterprise platforms are demo-only and quote-priced, we haven't run every one in production, and no family chooses Addepar over Masttro because one "scored" a tenth of a point higher. A fabricated number would look authoritative and mean nothing, which is exactly the hype this site exists to avoid. So instead we publish a curated order within clearly-labelled tiers, and we do the actual work in the writing: what each platform is for, who it fits, and where it falls short.
What we weigh
Five things shape our assessment of a platform and where it sits in the directory. We weigh them by judgment against each tool's job — not by a fixed formula that spits out a number.
| Factor | What we look at |
|---|---|
| Capability & fit | How well the platform does its actual job for a family office or UHNW advisory firm — and how clearly it signals which office shape it fits. A lean SFO tool and an enterprise MFO platform are assessed against different jobs, not against each other’s feature lists. |
| Operational maturity | Track record, institutional client base, and the durability of the firm behind the product. At this level you are trusting a vendor with the family’s full financial picture; the company is part of the product. Younger vendors can earn a strong place, but the burden of proof sits with them. |
| Transparency | How honestly the vendor communicates: published capability boundaries, straight answers on pricing mechanics (quote-based is fine; evasive is not), and marketing that describes the product rather than the aspiration. "AI" used as a label for ordinary features counts against a vendor here. |
| Data stewardship | The vendor’s published security and data posture — attestations, hosting, encryption, AI training-use policies — judged on clarity and completeness. We report these as the vendor’s statements, never as our verification, and we favour vendors who make diligence easy. |
| Value clarity | Whether what you get for what you pay can be understood before you’re six months into an implementation. Implementation and migration economics count as much as the licence. |
The tier badges, and why they matter
Every listing carries one of three tier badges, and the tier shapes where a platform sits:
- Established — an enterprise platform with a long track record and an institutional client base (Addepar, Black Diamond, FundCount, Sage Intacct, Masttro). Lower operational risk and the credibility to anchor an office's stack. The top of our order tends to sit here, because at this level durability is a feature.
- Specialist SaaS — a maintained subscription product doing a defined job well (Asora, Altoo, Aleta, Notion, Navan and peers). Assessed on how cleanly it does that job and on the durability of the firm behind it — with younger platform vendors, we say so, and diligence of the company belongs in your evaluation alongside the product.
- Investment platform — not software at all (Fundrise, Masterworks, and the precious-metals dealers). We list a small number for completeness and calibration, we place them at the bottom of the directory with hard caveats, and we say plainly when a retail vehicle is mismatched to how UHNW allocations are typically made. Capital at risk, liquidity limited, and nothing on this site is investment advice.
On compliance claims — always the vendor's, never ours
You will see phrases like "vendor-stated SOC 2" throughout this site, and the wording is deliberate. Security attestations, hosting arrangements and regulatory postures are claims each vendor makes in its own materials. We report them so you know what to verify; we do not audit them, and we never present a vendor's claim as our attestation. In diligence, request current attestation reports directly — under NDA where needed, which is standard practice at this level. Where we can't source a fact from the vendor's public materials, the page shows a dash rather than a guess.
How the money works — and doesn't
Most platforms in this directory pay us nothing: their links route to their own sites, and we earn nothing when you request a demo. A minority of listings are partner-supported through affiliate programs, and any future B2B referral or sponsorship agreement will be marked on the listing it concerns. Two commitments hold regardless: support never sets a platform's place in the order, and each review page states our relationship with that vendor plainly. The full picture is in our disclosure.
What we don't do
We don't invent metrics, fabricate reviews, or publish trust numbers — including a tidy score out of 10 — that we can't stand behind. We don't accept payment for a place in the order, and we don't soften a caveat to make a listing more sellable. We don't publish AUM figures, client counts or performance claims we can't source. And we don't pretend independence while behaving otherwise — if a commercial relationship exists, it's on the page.