I suspect the best sources are in French. In English Kleins 'A Call to Arms' has a chapter or two on the effects of French and British funds on jump starting the US arms industry. The Neutrality Acts were neutered in the summer /autum of 1939 & the Cash & Carry policy instituted. This resulted in a mass of orders for arms and other industrial goods. One of the points Klein made was US industry demanded pmts up front for planning costs, new factory floor space, retooling, prototypes, ect... That was for reasons stretching back to 1917-1919. This was not a problem for 1939-1940 as both Britain and France had a couple years worth of currency, Gold, and other reserves. ie: in March 1940 France sent two warships with Gold bullion to the depository in Toronto as collateral for intended orders and pmts for existing orders.
One of the results was the construction of a final assembly facility and parts depot for Martin Aircraft in Morocco, that was assembling M-167 bombers in the Spring of 1940. Douglass had completed a similar facility in Algeria in April or May 1940. Initially to assemble DB-7 bombers. The two types were manufactured to French specs in the US and the assembled wings and fuselages sent separately to Africa for completion and flight testing. Assembled Hawk 75 interceptors (modified P36) were also sent to France. Altogether some 300 aircraft were accepted by the French air force April through May 1940, and another 300+ were enroute from the US. From third hand sources I've seen estimates another 1500+ aircraft were scheduled for delivery in the remainder of 1940 & orders for 3000+ aircraft were in negotiation for 1941. The French planners aimed for a standing operational air strength facing Germany in late 1941 of 10,000 aircraft. Combined from French, US, and British manufacture. To maintain a operating number of that the track record of the war suggests a a annual production of 5X would be needed. Since the British were able to reach a gross production alone of 30,000+ in 1941 a combined gross production of the two Allies and US purchases of 50,000 in 1941 does not seem beyond belief. I'd have to check, but I recall gross German production for 1941 was about 75% of the British gross*.
I don't have any useful sources for French finances. Some guesswork suggests their monetary reserves would have run out in 1942. that suggests why they were aiming at inflicting economic & military collapse on Germany NLT early 1943.
*
'Brute Force' by John Ellis has a table showing annual aircraft production by the major powers from 1939 to 1945 & the US from 1942 to 1945. It was not until 1942 German production obtained parity with the British. It was actually fairly lame 1939-1941.