In this example, we trained and turned an AI model to see and understand your purchase receipts. Imagine computers can understand your business receipts and invoices, then do all the journal entries, reconciliations, financial reports/analysis and tax filing for you.
Try it yourself, upload an image of a receipt here in one of these format, PNG (.png), JPEG (.jpeg and .jpg), WEBP (.webp)
Drag and drop a receipt here, or click to select one.
Using RAG (Retrieval-augmented generation), we can provide AI models additional data that they need to know and understand. Once the training and tuning is done, the AI model can provide answers, reasoning, plus what they already know, to help and support a goal.
Here is an example of some random cities, dates and prices that nowhere you can find. AI can learn the data and provide answers or reasoning based on these data, give it a try.
Here are some random cities, dates and prices, feel free to ask any questions to let AI reason for you. Be creative, ask anything you want.
New York City - 2035-06-21 ($325)
Los Angeles - 2027-09-04 ($180)
Chicago - 2028-12-18 ($245)
Houston - 2033-02-27 ($420)
Phoenix - 2026-05-10 ($150)
Philadelphia - 2031-07-13 ($285)
San Antonio - 2025-08-28 ($120)
San Diego - 2036-03-17 ($365)
Dallas - 2029-04-05 ($210)
San Jose - 2039-11-26 ($475)
Austin - 2024-10-07 ($105)
Jacksonville - 2032-12-30 ($310)
San Francisco - 2025-02-13 ($145)
Indianapolis - 2030-03-27 ($275)
Columbus - 2033-06-09 ($395)
Fort Worth - 2036-08-22 ($445)
Charlotte - 2027-11-04 ($195)
Seattle - 2038-01-17 ($485)
Denver - 2024-12-29 ($130)
El Paso - 2027-03-13 ($175)
Detroit - 2039-05-26 ($495)
Washington, D.C. - 2029-07-09 ($225)
Boston - 2025-09-22 ($135)
Memphis - 2036-11-05 ($430)
Nashville - 2028-01-18 ($200)
Portland - 2034-04-02 ($350)
Oklahoma City - 2026-05-16 ($160)
Las Vegas - 2033-07-30 ($380)
Baltimore - 2025-09-11 ($140)
Louisville - 2032-10-24 ($300)
Milwaukee - 2037-12-07 ($465)
Albuquerque - 2029-01-20 ($190)
Tucson - 2032-03-05 ($320)
Fresno - 2035-04-18 ($390)
Sacramento - 2028-06-01 ($205)
Kansas City - 2039-07-14 ($455)
Long Beach - 2025-08-28 ($115)
Mesa - 2036-10-10 ($440)
Atlanta - 2027-11-23 ($185)
Colorado Springs - 2030-02-05 ($260)
Omaha - 2035-03-21 ($405)
Raleigh - 2039-05-05 ($470)
Miami - 2026-06-19 ($170)
Virginia Beach - 2032-08-01 ($315)
Oakland - 2029-09-14 ($230)
Minneapolis - 2037-10-27 ($460)
Tulsa - 2027-12-09 ($200)
Wichita - 2033-01-23 ($335)
New Orleans - 2025-03-08 ($125)
Arlington - 2034-04-21 ($375)
Cleveland - 2037-06-04 ($405)
Tampa - 2024-07-18 ($135)
Honolulu - 2027-09-30 ($175)
Santa Ana - 2031-12-12 ($295)
Anaheim - 2036-01-26 ($350)
Riverside - 2039-03-10 ($480)
Corpus Christi - 2025-04-22 ($155)
Lexington - 2030-06-04 ($265)
Pittsburgh - 2035-07-18 ($415)
Anchorage - 2029-08-18 ($240)
Stockton - 2031-10-30 ($300)
Cincinnati - 2036-12-11 ($425)
St. Louis - 2026-01-23 ($165)
Orlando - 2029-03-06 ($195)
Plano - 2034-04-18 ($365)
Norfolk - 2037-06-01 ($410)
Chandler - 2024-07-14 ($145)
Durham - 2027-09-27 ($185)
Madison - 2032-11-09 ($320)
Laredo - 2037-12-22 ($475)
Lubbock - 2028-02-02 ($220)
Baton Rouge - 2033-03-16 ($375)
Chesapeake - 2038-04-29 ($460)
Garland - 2025-06-12 ($125)
Modesto - 2030-07-26 ($255)
Hialeah - 2035-09-07 ($395)
Reno - 2026-10-21 ($185)
Irvine - 2029-12-02 ($220)
Chula Vista - 2035-01-14 ($330)
Gilbert - 2038-02-26 ($420)
Akron - 2024-04-09 ($110)
Rochester - 2027-05-23 ($165)
Arlington - 2032-07-05 ($280)
Montgomery - 2037-08-17 ($420)
Boise - 2025-09-30 ($135)
Baton Rouge - 2030-11-12 ($240)
Spokane - 2035-12-24 ($360)
Des Moines - 2026-02-06 ($175)
Richmond - 2029-03-20 ($205)
Fayetteville - 2034-05-03 ($325)
Tacoma - 2037-06-15 ($390)
Huntington Beach - 2024-07-29 ($155)
Montgomery - 2027-09-11 ($190)
Augusta - 2032-10-23 ($315)
Mobile - 2037-12-05 ($420)
Shreveport - 2025-01-17 ($130)
Fort Wayne - 2030-02-29 ($250)
Winston-Salem - 2035-04-13 ($380)
Durham - 2026-05-27 ($170)
North Las Vegas - 2029-07-09($205)
London, United Kingdom - 2031-08-22 ($380)
Paris, France - 2035-10-04 ($450)
Tokyo, Japan - 2039-11-16 ($500)
Beijing, China - 2024-12-29 ($160)
Moscow, Russia - 2027-02-10 ($190)
Istanbul, Turkey - 2030-03-24 ($220)
Rio de Janeiro, Brazil - 2035-05-06 ($370)
Sydney, Australia - 2026-06-18 ($225)
Cairo, Egypt - 2031-08-01 ($280)
Buenos Aires, Argentina - 2036-09-13 ($420)
Delhi, India - 2025-10-27 ($135)
Mexico City, Mexico - 2030-12-09 ($245)
Jakarta, Indonesia - 2035-01-21 ($350)
Nairobi, Kenya - 2026-03-05 ($170)
Seoul, South Korea - 2029-04-17 ($210)
Toronto, Canada - 2034-05-31 ($400)
Cape Town, South Africa - 2037-07-12 ($440)
Dubai, United Arab Emirates - 2026-08-24 ($235)
Rome, Italy - 2029-10-05 ($275)
Madrid, Spain - 2034-11-18 ($380)
Bangkok, Thailand - 2025-12-31 ($155)
Berlin, Germany - 2031-02-12 ($320)
Athens, Greece - 2036-03-27 ($380)
Amsterdam, Netherlands - 2039-05-08 ($460)
Prague, Czech Republic - 2024-06-19 ($125)
Stockholm, Sweden - 2027-08-01 ($195)
Vienna, Austria - 2032-09-14 ($340)
Copenhagen, Denmark - 2037-10-27 ($420)
Zurich, Switzerland - 2028-12-09 ($240)
Auckland, New Zealand - 2034-01-21 ($375)
Kuala Lumpur, Malaysia - 2025-03-06 ($150)
Mumbai, India - 2030-04-18 ($275)
Lima, Peru - 2035-06-01 ($385)
Johannesburg, South Africa - 2026-07-15 ($190)
Santiago, Chile - 2031-08-26 ($310)
Manila, Philippines - 2036-10-07 ($430)
Warsaw, Poland - 2027-11-18 ($175)
Brussels, Belgium - 2033-01-01 ($265)
Budapest, Hungary - 2038-02-14 ($390)
Reykjavik, Iceland - 2029-05-10 ($195)
Dublin, Ireland - 2034-06-23 ($330)
Oslo, Norway - 2025-08-04 ($150)
Bucharest, Romania - 2030-09-16 ($295)
Sofia, Bulgaria - 2035-10-28 ($370)
Lisbon, Portugal - 2030-12-10 ($355)
Athens, Greece - 2036-01-22 ($420)
Prague, Czech Republic - 2041-03-06 ($485)
Helsinki, Finland - 2024-04-18 ($165)
Currently most of the employee expense approval process is done manually, by contracted out to low labor cost companies in Asia. The process is slow, expensive, and human error prone.
We just built and trained an AI solution pipeline to fully automate the process, right after employee submit receipt images, the model can make autonoumous decisions based on the data point extracted from the receipts and policy provided, either approve the expense or reject it with reasons, without any human intervention. It only takes less than 10 second to process the receipt and make a decision, instead of days. It's also much cheaper, secure and more accurate than human.
The solution provides 99% accuracy, 97% time saving and up to 70% cost saving compared to human manual process.