Recieve the email that looks important.

Internally, the AI is looking for certain keywords that match what it was trained on.

If the AI has access to calendar tools, it can automatically create a calendar event.

When typing in word documents, you occasionally see red or blue underlines under certain words or phrases.

This is all done by an AI that uses Natural Language Processing to analyze text and identify mistakes.

It offers suggestions on how to correct them, usually a rephrase or correcting a mistyped word

Mispelled "substantial"

"Strategies" needs to be lowercased

Comma is needed after "Kit"

Mispelled "remarkable"

Simplify "What we can do for this next quarter is increase our outlook internationally to other countries" to "In the next quarter, we can expand our focus internationally"

Q1 2025 Report

In our Q1 Report, we have seen a substantual growth in the company in many sectors. With our increase in employees, we need to think of new Strategies to earn more revenue as expenses are also growing. However, our quarterly signups have grown more since Q4 2024, meaning that user retention is increasing even more. Our latest product, the AI Dev Kit has seen remarcable feedback from many users, especially with the latest update that was released on April 19th 2025. For this next quarter we need to focus on more revenue gathering strategies. What we can do for this next quarter is increase our outlook internationally to other countries.

Sometimes, there are AI tools that can rephrase sentences

Often times, theres even AI tools that can correct the mistake for you

Your 12:15 meeting in the main conference room on Sunday has been saved to your calendar

J. Burk

B. Anthony

M. Vanson

C. Jackson

S. Smith

C. Jackson

M. Vanson

N. Calvenson

The AI takes in the cells, analyzing each cell and converting it into a format it can read.

After it reads the data, it then chooses the best baseline model for putting together the predicted data(Baseline model being statistical functions mapping inputs and outputs).

The AI reads the data it gathered from the cells, filtering out which one is empty and which one has data.

It then starts doing complex equations within itsself to see the outcome for Q1 2025.

After it does the equations, it compiles the data that can be outputted in a readable format. There are tools for AI that can automatically put in the data for you

Random Forest

Straight-Line Trend

Polynomial

Reading:

Categories

Employees

Revenue

β^  =  (XTX)1XTy\hat{\boldsymbol{\beta}}\;=\;\bigl(X^{\mathsf{T}}X\bigr)^{-1}X^{\mathsf{T}}\mathbf{y}

y^0  =  β^0  +  β^1t0\hat{y}_{0}\;=\;\hat{\beta}_0 \;+\; \hat{\beta}_1\,t_{0}

ri  =  yi    y^ir_i \;=\; y_i \;-\; \hat{y}_i

Outputting Data...

Categories
Q1 2024
Q2 2024
Q3 2024
Q4 2024
Q1 2025
Employees
244
280
311
334
Revenue
$443,821
$311,298
$416,399
$443,288
Expenses
$21,222
$35,284
$49,224
$59,844
New Users Row 1
45,110
75,112
66,243
88,837