Toulouse doesn't offer a single nonstop from San Francisco, which means the real decision for premium travelers isn't whether to fly business class from San Francisco to Toulouse, but which European gateway makes the connection least painful. There is no direct SFO–TLS service on any carrier, so Air France, Lufthansa, and British Airways route you through their respective hubs — Paris CDG, Frankfurt or Munich, and London Heathrow — before a short regional hop to Toulouse-Blagnac. Of the three, Air France's routing via Paris is the most seamless for this itinerary, since it keeps you within one alliance and one terminal system, often landing you in CDG's Terminal 2E before a quick shuttle to the Hall L satellite for the TLS connector. I've made this connection enough times to know that clearing immigration at CDG rather than at a UK or German hub saves considerable stress if your Toulouse flight is tight.
Onboard, the long transatlantic leg is where the real experience lives. Air France's 777 or A350 business class, with its lie-flat seats and Business lounge access at SFO's international terminal, is a dependable choice, while Lufthansa's Allegris cabin — where available on the Frankfurt or Munich legs — offers some of the most private, suite-like seating currently flying the Atlantic. British Airways passengers routing via Heathrow should specifically seek out aircraft fitted with Club Suite, as older Club World cabins lack the door and true flat-bed comfort that make the long westbound haul tolerable against headwinds.
My insider tip: build in at least a two-hour buffer in Paris or Frankfurt during winter months, when fog delays are common and can cascade into missed TLS connections — Toulouse's short runway operations are unforgiving of late arrivals. January through March and October into November consistently offer the softest premium fares on this corridor, as aerospace-industry business travel to Toulouse dips outside major Airbus event calendars. Given how much these fares fluctuate hub-to-hub, setting up automated fare alerts is the smartest way to catch a favorable window before it closes.