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.

This week: an insured authenticity guarantee priced at 60 basis points, AI called a “growth engine” against a fifth quiet week, provenance registries consolidating.

Weekly AI-in-finance deployment digest: the agentic-payments thread the prior run had marked quiet returns as the week's densest cluster — Sunrate/Mastercard, Alpaca, Pleo, Lianlian/UnionPay — with the autonomy language sorting by proximity to funds. Governance arrives from three directions at once: Neo's $100M control layer, ISO 42001's priced certification, and China's first binding agent-autonomy tiering. A heavily aggregator-sourced run — each item graded for provenance.

The week inverts the last run's cuts: US brokers expect to add desk coverage even as AI adoption on trading desks accelerates; the biggest AI spenders show headcount up 10.2% over two years; Bank of America augments 18,000 service reps with EricaAssist; wealth RIAs compress the back office while holding advisers safe; and F2 Strategy finds AI ROI largely unmeasured. Each item graded for provenance.

Attesté bills itself as the ‘Strava for art collectors’. We read it as an art game that turns provenance into a self-reported score — and what it teaches

The finance sector's AI now carries employee numbers and badges. On BNY's digital employees, Wells Fargo's Teammate, and the only one never hired

This week's items all fall on 14 July — Mansion House and US Q2 earnings day. The first executed annual bank-headcount figures to carry a tier breakdown (India); JPMorgan's earnings-call line on AI and headcount; and the UK government's first workforce-facing AI output, as the Skills Compact signs its opening firms. Provenance notes indicate the strength of sourcing, not an endorsement of the claims. Executed annual figures — and a tier named (India) HDFC Bank, FY26 (annual r

This week AI in art and collectibles lands in classic cars, handbags and trading cards, a fractional-ownership fund, and the first exit among consumer appraisal apps.