The difference is not the model. It is the domain.
Generic financial AI applies one framework to every company. Specialists do not. VISION3 encodes the metrics, accounting and valuation conventions that define each sector, then applies frontier AI within those constraints.
Every domain carries its own intelligence.
Operating KPIs
Accounting definitions
Company structures
Financial relationships
Modelling frameworks
Valuation methodologies
Historical observations
Expert corrections
Listed real estate
Property types are not interchangeable. Each has its own operating engine inside VISION3.
Senior housing
Occupancy, RevPOR, ExpPOR, operator health, same-store NOI
Logistics
Leasing spreads, mark-to-market, lease roll, development starts
Data centres
MW leased and under construction, bookings, yield on cost
Self storage
Street rates, achieved rents, move-in spreads, same-store NOI
Net lease
Investment spreads, coverage, WALT, credit mix
UK diversified
ERV growth, net equivalent yield, topped-up NIY, EPRA NTA