Kautilya - NLP Search Based...
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1 1 www.kautilyabi.com Kautilya - NLP Search Based Analytics Search For Data Insights By Simply Typing Questions
Transcript of Kautilya - NLP Search Based...
1 1 www.kautilyabi.com
Kautilya - NLP Search Based Analytics
Search For Data Insights By Simply Typing Questions
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Manish Gupta Nitin Shukla
15 plus years of work exp.
Senior Architect, in a
Multinational Company
Sr. Engineer, Maruti Suzuki
Ltd.
BS IIT Kanpur
Multiple patents in embedded technologies
Expert in Product Engineering
The Team
• Our thesis and approach have been validated by several customers , including Fortune 500 companies
9 plus years of work exp.
MCA
Industry domain
knowledge
Expert in Databases and implementing Analytics
CIO Implementation Lead
Kautilya promoters have the pedigree of an amazing run as a BI Consulting firm Co Founder which they built, consulted with over 50 of Fortune 500 Customers and merged with a large BI Product Company after establishing offices in US, Canada, UK, India & Australia .
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Current Reporting Structure in Most Companies
Transactional systems Reports from
individual systems
Data Experts Excel Experts
Daily Operations
Seen - CAPEX Unseen- OPEX
Business
Managers;
the
consumers
Planning &
Strategy
teams
Large team of database
specialists to extract data
from different systems
Large team of Excel
specialists who push ‘useful’
data into excel
End users as excel experts to
do their own analysis
60 - 75%
25
-
40%
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Kautilya NLP Product Stack
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What If ER Ad Hoc Ex Visual Analytics Root Cause
Export Print Mobility
Drills
Kautilya Engine
Advanced/Predictive/AI/ML
Kautilya Administration
User Dashboard
(ER/Production)
Predictive
Analytics Storyboard
(Data Discovery)
NLP* Search & Pin board
(Self Service BI)
Tabs
Edits
Warehouses
Transactional
Systems Flat, Legacy
or Modern ODBC
NLP*: Natural Language Processing
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To ensure a industry level solution for corporate of
all sizes and security concerns
Ability to pick data from multiple sources
Connect to repositories of popular Reporting Products like
Kautilya BI & Reporting
Builds its own repository intuitively
Provides an extremely simple search interface to ask
even highly complex business questions
Allows users to publish the search results on Pinboards,
in fact multiple Pinboards and tabs based on their
requirement
Automatically build associations between widgets to allow
users to do a root cause analysis
Allow refresh of data periodically
Allow Users to edit individual search results
Cloud & On premise Solution
Features
Use advance sophisticated algorithms to predict
the future trends
Advanced or Predictive Analytics
Simplifying
complex BI
Kautilya NLP Key Features
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Issues With Current Systems
Am I getting enough returns from my investments in systems?
Can I avoid spending huge sums of money spread over long period without even knowing my return on investment?
Why can’t I get the information I want, when I want without need to keep learning new tools
Does the Promoter/CEO ask questions like:
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ERP based Reporting Solution
ERP/CRM, etc.
SQL Queries
Layer in
Java/.Net
Language
Direct access to data
Possibility of accessing only one system
Low scalability
Extremely low flexibility
Poor response time
No accountability
…….Resulting in sub optimal all round performance
• s
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Other BI Solutions
ERP
Others
Data Warehouse Dashboards
Widget
Designing
Interface
A step up from ERP based Reporting
Added advantage of Repository to report off different systems
Provide UI driven interface to draw own widgets from pre built models
Lack of flexibility
Lack of accountability
Learning curve for users to understand interfaces
Usually unidimensional; working only on data visualization
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Kautilya Solution
ERP
Others
BI/ Kautilya internal
Repository
Pin to
Pinboards,
tabs
automatic
association
between
widgets,
edits. Build
Push
Reports,
Forecasting
Web
Answers to
Questions
in English
Language
Allow users to write even complex questions in plain English language
Seamless integration between different systems
Extremely fast response times due to finely tuned internal repository
Ability to do Push Reports, Data Visualization, Self Service BI coupled with forecasting
Extremely easy to use and amazing flexibility
Excellent accountability due to internal repository
Extremely short implementation time
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Re-Inventing
Business
Intelligence &
Analytics
Kautilya ADVANTAGE Kautilya is a cutting edge Natural Language Processing (NLP) based engine
providing a Search and reporting/dashboard facility on Corporate data to
create a Google for Corporate Data to have the ultimate Self Service BI
coupled with state of the art reporting and Data Visualization including
sophisticated Advanced Analytics.
Other tools Kautilya
• Legacy products are extremely
difficult to implement
• User adaptability is extremely
difficult
• They lack flexibility for end users
• NLP Based Products are still
evolving
• They still cannot answer most
questions that are asked by
users
• Extremely hard to implement as
they need building up of
Metadata
• Use is limited as yet as they at
best allow users to simply ask
questions and pin answers to
Dashboards
• Integrated 360 degrees view,
NLP engine based
BI/Analytics
• Since it can be implemented
independently as well as with
other BI products, it provides
end to end use
• Associative technology allows
for intuitive use
• Extremely easy to set up
• Answers more complex
questions than most other
tools
Net Result:
Higher Satisfaction with
Customer Savings
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Common Themes
•Widespread use of spreadsheets
•Extensive use of multiple tools
•None gives them what they need
•Customized Requirements to fit to a ‘T’
•Poor penetration of BI due to usability
and costs
•Difficulty in development
Customers
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Packaged Analytical Solutions - eCommerce
eCommerce is by far the fastest growing mode of shopping
The size of data for eCommerce companies growing at a rapid pace
No standardized way to interpret data
Need to be able to analyze data
OST has built a solution for providing prebuilt KPIs, Reports and Analytics
covering most important functions in eCommerce
Pre built connectors for most popular data sources
Pre built data models
All the above ensure rapid deployment between 30 to 60 days
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A giant white goods manufacturer
Getting data together and providing insights on consolidated data for the Go To Market Team. Consolidation of Actual and targets from Oracle Apps and Excel for Sales and After Sales Service Departments. Provide actionable information to MD for his monthly review meetings
Implement a reporting system which can connect to both Oracle Apps and Excel while doing incremental reporting so that users can see up to-date reports instantly. Provide a web based access for Dashboards, Reports, In Memory Analytics to Corporate, Branches and Field Staff to understand the inventory and product placements
Scheduling and E-mailing of reports made life easier for line managers to receive weekly and monthly reports as now they would automatically get generated. Figure out leakage of revenue by drilling down to leaf level data hence pin pointing exact cause of loss of revenue and can do their analysis using latest in-memory technology. Use reports from within Oracle Apps using APIs and SSO. Provide Page level security to ensure optimum use of resources while providing each user access to only as much data as needed
Achieved all results despite presence of leading global BI tools. Saved time and efforts for both users and technical team for reporting
Scope
Solution
Result
Client
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Case Study - 1
Milestone
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A Large eCommerce Company
Getting in time information from multiple systems like client facing, internal and warehousing. Get a consolidated view. Provide accurate information which was missing so far. Not getting insights into their client behavior
Implement a reporting system which can connect to all three systems. Provide a comprehensive view to all the departments making this the Corporate BI solution. Provide insights into their customer behavior from various dimensions. Provide cohort, probability and predictive
Complete Kautilya BI Suite is being used here. The client has given full access to their system to fully understand their data structures and Kautilya team sitting in OST office manages their complete BI platform
Biggest achievement has been producing accurate reports from their systems. Saved time and efforts for both users and technical team for reporting. Reduce their inventory levels by large amounts. Get customer insights to the levels that they are able to optimize their marketing spent for target customers
.Achieved all results and convert a one off assignment into an ongoing one
Pain points
Scope
Solution
Result
Client
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Case Study - 2
Milestone
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KPIs – Key Performance Indicators
List of KPIs or answers to important questions is
endless with Kautilya as its primary use in
answering questions as needed. However, there are
certain key questions departmental users will ask
and can be easily answered by Kautilya
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What Global Analysts Say
• Gartner’s BI Report for 2016 talks about NLP driven Self Service as the future
• Has put Microsoft in Leader’s Quadrant purely on that basis
• Kautilya has figured in the new Report as it is ahead of the curve
• It has in the past been part of Gartner and Frost Reports
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Kautilya NLP Dashboard
Natural Language Processing (NLP) – Search Like Google
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Complex & Temporal Questions with forecasting
Type Your Questions on time to know the Stories behind the data add forecasting
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Dynamic Computed Column
Type Your operator and get answer
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Simply type Complex Statistical Functions
Type Your function and get answer
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Contact Details
Kautilya Analytics LLP
E-mail: [email protected]
Website: www.kautilyabi.com
Contact Landline Number: +91-124-4012305 / +91-124-4012306
Youtube Video https://www.youtube.com/watch?v=SFXa4iNQUgY&t=552s
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