Aiaioo Labs is a small research lab in Benson Town, Bangalore.

We publish research on AI. We blog.

We've built smart menus that can sell more food. We've developed tools for localization.

We've helped build fraud detection systems. We've developed new ways of finding sales leads. We have customers on three continents.

Work with Aiaioo Labs. Take a step into the future.




Intention Analysis

Intention Analysis is the identification of intentions from text, for example the intention to purchase, sell, complain or inquire.

Purchase Intention

Get consistent click-through-rates of 7% on advertisements.

Inquire Intention

Spot and respond to any questions as they come in.

Direct Intention

Direct intention can be used to turn phones into personal assistants.

Example

The sentence "I want to buy a new phone" reveals that:

  1. There is an intent to purchase.
  2. That the object of the intent to purchase is a 'phone'.
  3. That the holder of the intent to purchase is 'I'.



  1. Use cases for purchase intention analysis.
  2. View a blog post on intention analysis research.
Intention Analysis Demonstration
Sentiment Analysis Demonstration

API Pricing

Check out this Fibonacci Number Generator Programmed in German / Hindi / Kannada

Precision and Recall for Intention Analysis

Precision

Precision scores are over 80% for some intentions. Precision is linked to noise reduction. When an intention is identified, it is likely to be right 8 out of 10 times.

Purchase81.22%
Wish84.7%
Inquire86.41%
Direct85.1%
Complain85.37%
Sell67.92%
Compare65.78%
Quit44.00%

These precision and recall numbers are for intention analysis.

Recall

The recall scores are around 40% for some intentions. This means that more than one in three messages bearing those intentions will be identified.

Purchase35.68%
Wish40.5%
Inquire34.21%
Direct45.74%
Sell36.39%
Compare28.71%
Quit27.8%
Complain39.83%

These precision and recall numbers are for intention analysis.

E-mail:

Sales: sales@aiaioo.com

Phone:

91-77605-80015

91-80-41250730

aiaioo.labs on Skype

Office Address 1:

65/D, MZ House, Millers Road, Benson Town

Bangalore - 560046, Karnataka, India.

Office Address 2:

253, 1st Cross, 2nd Block, Banashankari, 3rd Stage, 3rd Phase,

Bangalore - 560085, Karnataka, India.

Artificial Intelligence

There's nothing artificial about it.


Tutorial

  1. Tutorial on Intention Analysis

Whitepapers

  1. On lead generation for sales using intention analysis.
  2. On customer service using intention analysis.
  3. On 360 degree text analytics.

Demonstrations

  1. Intention analysis in English
  2. Sentiment analysis in English, French, Spanish and more (the non-English sentiment engines are still under evaluation).

Research Publications

  1. Paper on Natural Language Programming presented at IJCNLP 2011 and the Slides.

Terms & Conditions

Terms and Conditions

  1. Commercial use requires payment of a licensing fee (contact sales@aiaioo.com).
  2. Failure to comply with these terms could lead to termination of services.
  3. We reserve the right to terminate services and change the terms and conditions.
  4. Disputes involving these services fall under the jurisdiction of courts in Bangalore.
  5. We are not liable for any loss or distress resulting from your use of our services.

Privacy Policy

  1. No non-public data that identifies a user will be shared with third parties.
  2. Except in the case of a court order mandating the release of such data.
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