Ivontu enables you to create financial models that track specific stocks. You can then train the models with news gathered from various sources, after which they can then be used to analyze pieces of textual information, generating a prediction on the likely movement of the stock price (i.e. UP or DOWN).
What you make of the prediction is entirely upon your discretion: if some stock’s predicted to go down and it does go down continuously for a few periods, you could decide to:
a. Short it,
b. Not hold it (considering a long-only portfolio),
c. Trade off the daily volatility.
In other words, Ivontu provides the analytics; decision making still lies within the hands of the user.
Also, Monte Carlo simulation is currently not being used; I do reserve the right to include it later on, of course.
Thanks for the review!

@Sumit:

Thanks for the kind words!