SlideShare a Scribd company logo
Machine Learning On Browser
Delivering Future of work…
© Aavenir All rights reserved.
Anand Trivedi
AI Enabled Procure-to-Pay (P2P) Suite
© Aavenir All rights reserved. 2
Need
Recognition
• Self Service
Purchase Requisition
• Forecasting
Supplier
Relationship
Management
• Supplier Onboarding
• Supplier Portal
• RFQ/RFI Issuance
Contract
Lifecycle
Management
• Contract Creation
• 3rd Party Paper
Contract
• Contract Lifecycle
• Bulk Contract Upload
• e-Signature
Integration
Purchase
Order
Management
• Auto PO Creation
• Assisted PO
Creation, linked with
RFQ/RFI
Accounts
Payable
Automation
• Invoice Data
Extraction
• 2-way or 3-way
Match
• ERP Integration
Spend
Analytics
• Spend Insights
• Predictive Analytics
for Cashflow Position
123 45 6
Denotes release priority
Machine Learning
© Aavenir All rights reserved. 3
Set of Algorithms and Statistical Models to Observe any pattern ,make
predictions and take decisions .
Culture
Statement
Machine learning Application
© Aavenir All rights reserved. 4
 Sales Prediction
 Stock Market Prediction
 Inventory Predictions for Future for Super
Store
 Automatic Image Tagging
 Risk Detection for Financial Data
 Recommendation Engines(ex Google
Adwords )
 Automatic Form Filling.
 Extracting Information From Images
How Does Reinforcement Learning Works
© Aavenir All rights reserved. 5
Machine Learning Lifecycle
© Aavenir All rights reserved. 6
Why Machine Learning On Browser
© Aavenir All rights reserved. 7
WEB Browser
Trained
Model
Load Trained Model
Trained
Model
Input Data
Output Data
Server
Why Machine Learning On Browser
© Aavenir All rights reserved. 8
WEB Browser
Input Data
Model
Server
Advantages
• Data Privacy
• Distributed Computing – Client Provides Compute Power
• Easy Deployments
© Aavenir All rights reserved. 9
 Light Weight Models Should be Used
 Data Analytics and Analysis Algorithm
 Simple Neural Networks can be Used
Explanation Of Flying Birds
© Aavenir All rights reserved. 10
Y=f(v,h,g)
Evolved The formula By Continuous
Learning
Evolution Of Function With Inputs
© Aavenir All rights reserved. 11
Strategic Solving
© Aavenir All rights reserved. 12
Learning More About AI
© Aavenir All rights reserved. 13
TechMotivator
Andrew NG
Onward and Upwards
with Aavenir!
Thank You!
© Aavenir All rights reserved. 14
Aavenir
t : +91 99740 86331
e : contact@aavenir.com
w : www.aavenir.com

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Aavenir Presentation on Machine Learning on Browser

  • 1. Machine Learning On Browser Delivering Future of work… © Aavenir All rights reserved. Anand Trivedi
  • 2. AI Enabled Procure-to-Pay (P2P) Suite © Aavenir All rights reserved. 2 Need Recognition • Self Service Purchase Requisition • Forecasting Supplier Relationship Management • Supplier Onboarding • Supplier Portal • RFQ/RFI Issuance Contract Lifecycle Management • Contract Creation • 3rd Party Paper Contract • Contract Lifecycle • Bulk Contract Upload • e-Signature Integration Purchase Order Management • Auto PO Creation • Assisted PO Creation, linked with RFQ/RFI Accounts Payable Automation • Invoice Data Extraction • 2-way or 3-way Match • ERP Integration Spend Analytics • Spend Insights • Predictive Analytics for Cashflow Position 123 45 6 Denotes release priority
  • 3. Machine Learning © Aavenir All rights reserved. 3 Set of Algorithms and Statistical Models to Observe any pattern ,make predictions and take decisions . Culture Statement
  • 4. Machine learning Application © Aavenir All rights reserved. 4  Sales Prediction  Stock Market Prediction  Inventory Predictions for Future for Super Store  Automatic Image Tagging  Risk Detection for Financial Data  Recommendation Engines(ex Google Adwords )  Automatic Form Filling.  Extracting Information From Images
  • 5. How Does Reinforcement Learning Works © Aavenir All rights reserved. 5
  • 6. Machine Learning Lifecycle © Aavenir All rights reserved. 6
  • 7. Why Machine Learning On Browser © Aavenir All rights reserved. 7 WEB Browser Trained Model Load Trained Model Trained Model Input Data Output Data Server
  • 8. Why Machine Learning On Browser © Aavenir All rights reserved. 8 WEB Browser Input Data Model Server
  • 9. Advantages • Data Privacy • Distributed Computing – Client Provides Compute Power • Easy Deployments © Aavenir All rights reserved. 9  Light Weight Models Should be Used  Data Analytics and Analysis Algorithm  Simple Neural Networks can be Used
  • 10. Explanation Of Flying Birds © Aavenir All rights reserved. 10 Y=f(v,h,g) Evolved The formula By Continuous Learning
  • 11. Evolution Of Function With Inputs © Aavenir All rights reserved. 11
  • 12. Strategic Solving © Aavenir All rights reserved. 12
  • 13. Learning More About AI © Aavenir All rights reserved. 13 TechMotivator Andrew NG
  • 14. Onward and Upwards with Aavenir! Thank You! © Aavenir All rights reserved. 14 Aavenir t : +91 99740 86331 e : contact@aavenir.com w : www.aavenir.com

Editor's Notes

  1. Hi, I am Jesal Mehta, Founder and CEO of Aavenir. In French, Avenir means Future and as the name suggests we stand for Future of Work. Our primary focus is delivering enterprise SaaS application for Future that includes ML, NLP and RPA.  
  2. In large P2P landscape, we are starting with AP Automation, Contract Lifecycle Management and Supplier Relationship Management., there are several modules that make up Procure to Pay. Other modules will follow shortly thereafter. These modules provide us great opportunity to show our differentiators, i.e. ML and NLP.   Accounts Payable solution is production ready and we will be submitting for app certification this week and other two modules will be ready for Q3. We believe that these newer technologies are being adopted in sales and customer side of the organization, but it is largely ignored for internal functions like Procurement and HR. We have a huge opportunity to make difference in future of work
  3. As you can see, in our mission statement, we are heavily focusing on 3 elements that are core to our values: Innovation, Customer Focus and Joy. We plan to be modest $100m valuation in 2023 – but keeping a close eye on NPS score for our customers and employees both. We believe that if we keep that in mind, company growth will automatically take place.