APPARATUS AND METHOD FOR GENERATING A SOLUTION

1 . An apparatus for generating a solution, the apparatus comprising:

a user interface configured to receive user data;

at least a processor communicatively connected to the user interface; and

a memory communicatively connected to the processor, the memory containing instructions configuring the processor to:

analyze a user interaction received through the user interface based on the user data;

identify a problem relating to a financial category as a function of the user interaction;

generate a solution wherein generating the solution further comprises classifying the problem relating to the financial category to a solution, wherein classifying comprises:

training a classifier using a training dataset, wherein the training dataset correlates problems relating to financial categories to solutions;

classifying the problem relating to the financial category using the trained classifier; and

outputting the solution; and

track user progress with the solution.

2 . The apparatus of claim 1 , wherein the at least a processor is configured to utilize a chatbot to receive the user data.

3 . The apparatus of claim 1 , wherein the user interface comprises a video streaming system configured to connect a plurality of users through live video and receive the user interaction.

4 . The apparatus of claim 1 , wherein the processor is further configured to retrieve user data by training a web crawler to retrieve user data.

5 . The apparatus of claim 1 , wherein the user data comprises audio data of a user's voice.

6 . The apparatus of claim 1 , wherein analyzing the user interaction comprises identifying keywords in user data indicating a problem.

7 . The apparatus of claim 6 , wherein identifying the keywords comprises utilizing a language model to extract the keywords from audio data.

8 . The apparatus of claim 1 , wherein analyzing the user interaction comprises using a facial landmark detection technique to classify a facial expression to a positive, neutral, or negative impact, wherein the negative impact is classified as a contributing cause.

9 . The apparatus of claim 1 , wherein identifying a problem comprises identifying a pattern in user data indicating negativity, wherein the pattern comprises similar indicators of a negative impact.

10 . The apparatus of claim 1 , wherein generating a solution further comprises:

receiving a solution training dataset comprising data correlating a main cause to a solution;

training a solution classifier using the solution training dataset; and

outputting, using the solution classifier, a solution.

11 . A method for generating a solution, the method comprising:

receiving, through a user interface, user data, wherein the user interface is communicatively connected to a computing device;

analyzing, by the computing device, a user interaction received through the user interface based on the user data;

identifying, by the computing device, a problem relating to a financial category as a function of the user interaction;

generating a solution wherein generating the solution further comprises classifying the problem relating to the financial category to a solution, wherein classifying comprises:

training a classifier using a training dataset, wherein the training dataset correlates problems relating to financial categories to solutions;

classifying the problem relating to the financial category using the trained classifier; and

outputting the solution; and

tracking, by the computing device, user progress with a solution.

12 . The method of claim 11 , wherein receiving the user data further comprises using a chatbot.

13 . The method of claim 11 , wherein analyzing the user interaction further comprises connecting a plurality of users through live video using a video streaming system operating on the user interface, wherein the video streaming system is configured to receive the user interaction.

14 . The method of claim 11 , wherein receiving the user data further comprises training a web crawler to retrieve user data.

15 . The method of claim 11 , wherein the user data comprises audio data of a user's voice.

16 . The method of claim 11 , wherein analyzing the user interaction comprises identifying keywords in user data indicating a problem.

17 . The method of claim 16 , wherein identifying the keywords comprises utilizing a language model to extract keywords from audio data.

18 . The method of claim 11 , wherein analyzing the user interaction comprises using a facial landmark detection technique to classify a facial expression to a positive, neutral, or negative impact, wherein the negative impact is classified as a contributing cause.

19 . The method of claim 11 , wherein identifying a problem comprises identifying a pattern in user data indicating negativity, wherein the pattern comprises similar indicators of a negative impact.

20 . The method of claim 11 , wherein generating a solution further comprises:

receiving a solution training dataset comprising data correlating a main cause to a solution;

training a solution classifier using the solution training dataset; and

outputting, using the solution classifier, a solution.