New spheres of automation

What­ev­er busi­ness process­es you think of, the vast major­i­ty are dri­ven by some kind of data input or input doc­u­ment that needs to be under­stood by machines in order to auto­mate the process. With the smart com­bi­na­tion of mod­ern AI tech­nolo­gies for cog­ni­tive clas­si­fi­ca­tion and extrac­tion, intel­li­gent input man­age­ment can enter entire­ly new realms of automa­tion.

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Peo­ple can rec­og­nize at a glance that a doc­u­ment is a cer­tifi­cate of inca­pac­i­ty to work in the typ­i­cal yel­low and red form or an ID card. Intu­itive­ly, an employ­ee will clas­si­fy a doc­u­ment with a pho­to of a bro­ken prod­uct as a com­plaint and thus under­stand the text in con­text more eas­i­ly. Sim­i­lar­ly, Insid­ers’ Cog­ni­tive Clas­si­fi­er com­bines a vari­ety of cog­ni­tive abil­i­ties, mapped in dif­fer­ent clas­si­fi­ca­tion meth­ods for images, forms or texts. This com­bi­na­tion in a deep learn­ing algo­rithm results in sig­nif­i­cant process accel­er­a­tions and increased automa­tion rates.

“The hybrid cog­ni­tive clas­si­fi­er devel­oped by Insid­ers Tech­nolo­gies is based on the diver­si­ty of human abil­i­ties when clas­si­fy­ing doc­u­ments.”

DOK Mag­a­zine also reports on the cog­ni­tive clas­si­fi­er from Insid­ers Tech­nolo­gies in its cur­rent issue (#5–2021) enti­tled “Hall of Fame of Automa­tion”. In the Con­tent Intel­li­gence | Cog­ni­tive Process Automa­tion sec­tion, author Dr. Darko Obradovic shows the enor­mous sav­ings poten­tial that new clas­si­fi­ca­tion options can unleash in com­pa­nies’ input man­age­ment.