Intuit Inc. · NASDAQ:INTU
Intuit — Slides for Data Classification Challenge webinars
23 slides from Intuit's investor presentation, July 2024
Slide 1: Intuit Data Classification Challenge
Intuit Data Classification Challenge Intuit for Startups July, 2024
Slide 2: Webinar agenda
Webinar agenda 1. Introducing Intuit and Intuit for Startups 2. Why is Intuit investing in the challenge? 3. Challenge eligibility and fit criteria 4. Challenge timeline 5. Classification example 6. Scoring & guidelines 7. Live challenge technical overview 8. Reward 9. Q&A
Slide 3: Introducing Intuit
Introducing Intuit Intuit is the global financial technology platform that powers prosperity for the people and communities we serve Smartest business Free Credit score tools for the world’s and Credit reports hardest workers Everything you All in one need to get your marketing taxes done right platf
Slide 4: Introducing Intuit
Introducing Intuit Intuit is the global financial technology platform that powers prosperity for the people and communities we serve 1983 1993 18,000+ Founded IPO Employees 19 $14.4B 100M+ Locations FY ‘23 Revenue Customers
Slide 5: Intuit for Startups
Intuit for Startups Where Intuit and startups meet to power prosperity for customers and small businesses around the world. We accelerate innovation at Intuit through: Partnerships Challenges Investments Acquisitions
Slide 6: Why is Intuit investing in the challenge?
Why is Intuit investing in the challenge? Our users entrust us with their most sensitive data If every Intuit user only has 5 personal records Then we would need to classify and protect 500,000,000 records Our users have a lot more than just 5 records So we protect a lot more than 500,000,000+ recor
Slide 7: Why is Intuit investing in the challenge?
Why is Intuit investing in the challenge? When our users think of Intuit, they think of trust But bad actors think of endless opportunities They’re are using GenAI for bad We built Intuit Assist for good and for the good of our users Protecting data is the foundation for the Intuit of today and tomo
Slide 8: Challenge eligibility and fit criteria
Challenge eligibility and fit criteria Eligibility: ● Incorporated in the US or Israel ● Main line of business is a tech based data classification solution that has customers ● Completed application form by August 15th Fit: ● Capable of supporting the scale of Intuit ● Cutting-edge data classification
Slide 9: Challenge timeline
Challenge timeline Jul 24-25th Aug 15th Aug 26th Sept 4th Challenge Application Application Participants Webinars Deadline Decision Sent Receive Training Data Set Sept 18th October Live Challenge Winner Announced
Slide 10: Classification Example
Classification Example “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes”
Slide 11: Classification Example
Classification Example “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes” ● Person Name
Slide 12: Classification Example
Classification Example “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes” ● Person Name ● SSN
Slide 13: Classification Example
Classification Example “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes” ● Person Name ● SSN ● Date of birth
Slide 14: Classification Example
Classification Example “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes” ● Person Name ● SSN ● Date of birth ● Medical Condition
Slide 15: Classification Answer Structure
Classification Answer Structure {'text': “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes”, 'detections':[ {'value': "Julie", 'start_index': 5, 'end_index': 10, 'label': 'Person Name'}, {'value': "309 12 3456", 'start_index': 11,
Slide 16: Classification Answer Structure
Classification Answer Structure {'text': “SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes”, 'detections':[ {'value': "Julie", 'start_index': 5, 'end_index': 10, 'label': 'Person Name'}, {'value': "309 12 3456", 'start_index': 11,
Slide 17: Classification Full Answer
Classification Full Answer {'text': "SSN# Julie 309 12 3456 Ben 309-54-3216 4/10/23 D.O.B. Julie 4APR99 Ben birthday 3/14/95 2/10/23 I have Type-1 Diabetes", 'detections': [{'value': "Julie", 'start_index': 5, 'end_index': 10, 'label': 'Person Name'}, {'value': "309 12 3456", 'start_index': 11, 'end_
Slide 18: Scoring
Scoring ● Each entity is evaluated separately (Recall and Precision) ● We take into account partial correct matches, although it will lower the score. ● Overall performance is a weighted average of all the entities Weight 20% Weight 40% Weight 30% Weight 10% Default Card Verification Mexican Populati
Slide 19: Guidelines
Guidelines ● Unstructured and structured data ○ Free text ○ JSON ● Validating the values (examples) ○ Credit Card Number is valid only if it passes Luhn check ○ SSN can not begin with ‘9’ ● Multiple possibilities for one value ○ Choose the one with highest confidence ● Multiple languages (English, Sp
Slide 20: Live challenge technical overview
Live challenge technical overview ● Training and Challenge data will be shared via Google Drive. ○ Each participant will share email to get access. ● The training data ~20k ○ Text with labeled entities ○ JSONL (list of json objects) ● The challenge data ~20k ○ Text without labels (same distribution
Slide 21: Reward
Reward ● The winning team will present their technology and solution to senior Intuit executives ● A prize of $10,000 ● This is not an RFI or RFP ● It is a unique opportunity to: 1. Build a relationship directly with Intuit executives 2. Receive objective public recognition as market leaders by Intu
Slide 22: Q&A
Q&A ● We'll start with the questions you submitted ● Raise your hands and we will call on you
Slide 23: Thank you and good luck!
Thank you and good luck! l NT U IT Vturbotax k creditkarma @®quickbooks @mailchimp
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