Family offices were born to steward whole estates — not just to track portfolios. Modern wealth-data platforms industrialised the ledger and quietly left the steward’s seat empty. AI could finally fill it, if we build the right thing.

Point an assistant at your accounts and it reads the portfolio, never the person. On wealth platforms opening to ChatGPT and Claude, and where to begin.

Weekly AI-in-finance deployment digest: JPMorgan's agents beat a 60/40 portfolio in backtest, Square switches on ChatGPT and Claude ordering, Morgan Stanley and Citi move client-facing, and an AI-native RIA buys a traditional book. Each item graded for provenance.

The judgment worth keeping human sits below the decision itself. On HSBC’s Trust Threshold, and the question of who to be with what you hold.

Weekly deployment digest, read from the client’s side: HSBC’s Trust Threshold, family offices, the Mills Review, agent payments live. Each item graded for provenance.

Occasion: Two platforms surface in the log offering family-office-grade infrastructure to the same wealth tier with opposite accountability structures — Farther Family Office (advisor-led, human advisors remain the primary interface) and Eton Solutions EtonAlpha (self-directed from $15M+, no human-advisor layer as a standard feature, self-described as "billionaire-grade"). The position occasioned: beginning with the person, not the assets — both platforms disagree about the a

The art market is courting AI-IPO wealth in the language of investment — and revealing how far it has forgotten what collecting really is.

Institutional AI optimises what institutions do. On Merrill's Meeting Journey, the 17% personalisation gap, and which side of the table gains the hours.