Live, interactive demos of AI systems for people who run money — family offices, external asset managers, fund managers, trading houses. The unglamorous mid- and back-office workflows where hours disappear and errors cost real capital: NAV, reconciliation, reporting, market intelligence. Built by an operator who runs these systems in production — and shown working, because in this business trust is the product.
Most AI content tells you what's possible. This shows you — on workflows you'd recognize.
Each edition takes one real operations workflow and ships it as a demo you can poke at. No signup wall, no pitch.
Daily NAV builds, position reconciliation, broker statements, investor reporting, market chatter triage — the work that actually fills an operations day.
Interactive, in your browser, on synthetic data. Step through the pipeline, break something, watch how the system responds.
The interesting part isn't that AI drafts the number — it's the integrity gates that stop a bad number from ever reaching stakeholders.
What it costs, where it breaks, and whether it's worth doing — from someone who runs this daily on his own book, not from a vendor deck.
Ten interactive demos, one synthetic world. Start anywhere — they cross-link.
30 seconds of WhatsApp voice after each meeting; the bot files people, threads, promises and personal anchors. Months later: trip briefs that surface your own overdue promise before you land, a Thursday promise sweep, and quiet-relationship flags tuned to each contact's own rhythm.
Launch the demo →Step through a fund's daily NAV build on synthetic broker data. Then inject a failure — a wrong price, a missing trade, an odd-lot — and watch reconciliation catch it and hold distribution. The system that refuses to send bad numbers.
Launch the demo →An assistant wired to Edition 001's fund through a read-only MCP server: seven tools that answer anything — NAV, P&L drivers, weights, recon — and zero that can write, book, mark or send. Ask it to trade, and watch the wire refuse.
Launch the demo →Stress Edition 001's fund on purpose: the FX move that hits one sleeve, Nvidia −30%, the coordinated bad week — then a 20% redemption priced at post-shock NAV. Honest arithmetic, renormalised weights, and the cash ladder. No risk theatre.
Launch the demo →A US$14.8M iron-ore cargo is paid on documents, not ore. Eight strict-compliance checks — exact strings, dates, wet-to-dry tonnage maths — five ways to fail them, and the cure memo for each, before the bank finds it first.
Launch the demo →One click closes the month: grid column, compounded YTD, attribution that foots exactly, signed capital flows. Then break it — run it twice (idempotent), fail the recon (pack HELD), drop funding mid-month (NAV moves, P&L doesn't).
Launch the demo →A trading desk spots counterparties who've gone quiet against their own buying rhythm — not a blunt 90-day rule — ranks them by revenue at risk, and drafts the outreach.
Launch the demo →Three judge personas score four listing candidates in words, with reasons. Code does every number: robust medians, weighted lenses that flip the ranking live, and a disagreement queue routed to humans — the split that makes AI scoring auditable.
Launch the demo →The ops doctrine behind unattended systems: three-outcome probes, page only on confirmed-down, quiet hours that defer but never drop, delivery gates that escalate before the deadline. Break the fleet six ways and watch what reaches the phone — and what deliberately doesn't.
Launch the demo →Fire six messages at a 24/7 WhatsApp AI — a stranger, a prompt injection, a request for its keys, a phone swap. Five layers decide what it answers, what it confirms first, and what it never even sees. The empty pane is the product.
Launch the demo →One working demo at a time, with the operator's notes — follow along there; every demo lives permanently on this site.
Quiet inbound welcome: [email protected]