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Big Data LDN 2017: Weeks of Analysis in Minutes With Integrated Machine Learning
1. ”Weeks of Analysis in Minutes
With Integrated Machine Learning"
Alvin Chan PhD
Head of Product, AVORA
2. About
• Data Intelligence Platform
data warehouse as a service with integrated machine learning
• Working across Retail, Media, Supply Chain, Insurance
• Founder: Ricky Thomas
Trained & built high-speed transaction systems for Oracle, IBM, HP, Sun.
CTO at IG Group, built & sold several businesses
• Why start this?
None of the existing BI tools deliver; getting hold of the right data to make
decisions always felt difficult
Simplified, Better Decision Making in Real Time
3. Some of our clients
Simplified, Better Decision Making in Real Time
4. Accurate, complete data isn’t always a given!
Simplified, Better Decision Making in Real Time 1Credit: Dilbert.com
5. MANY DATA
SOURCES
Why is it hard to get relevant, real-time insight?
High Costs & Slow Time to Action
RIGID
SYSTEMS
SILOED
DATA
COMPLEX
ANALYSIS
Simplified, Better Decision Making in Real Time
6. Data Lake
reports
Extract
Data Mining
Business
Intelligence
Data Quality
Technical
Support
requests
updatesETL
Online
Applicationssales
Data Science
analysis
experiment
In Stream
Processingevents
Batch
Processing data sources
load
updates
reports
BI environments can be complex
Simplified, Better Decision Making in Real Time
7. Our simplified approach
Delivering High Performance in a Single Platform
complex, costly & inflexible BI
SaaS, single platform for all data sources
Fully managed, built in ETL & Data
Warehouse
Integrated machine learning
Machine Learning
Simplified, Better Decision Making in Real Time
8. Dismantle data silos within the business
Join together 100s of real time data sources in one interface
“Centralising all data and activity in one platform for external and internal use, to
better understand the affect of all channels against each other” Tomorrow TTH
plus AVORA’s own Marketplace and Data enrichment tools
(Customer event tracking, weather, price scraping, etc)
Build metrics, reports and
dashboards from any data
source
Simplified, Better Decision Making in Real Time
9. Flexible, personalised & shareable dashboards
The right information, for the right user
Personalised
KPIs & trends
Drill down
into the data
Slice & dice, in
any direction
Send Data Out to
over 750+ over
services
Export for
Detailed
Analysis
Share
Securely &
Seamlessly
Simplified, Better Decision Making in Real Time
10. Automate complex analysis with machine learning
Smart Alerts: Don’t Miss A Thing
Alerts Anywhere
Simplified, Better Decision Making in Real Time
Identify and Explore Unusual Behaviour
Simplified, Better Decision Making in Real Time
11. Automate complex analysis with machine learning
Root Cause: Find Out Why, Fast
Detailed View:
Granular Contributions to Performance Change
Top Level View:
Major Drivers of Performance Change
Simplified, Better Decision Making in Real Time
12. So where does this all lead?
Less Manual Analysis Shorter Time To Insight Better Business Performance
Simplified, Better Decision Making in Real Time
13. Lower costs
Simplified, better decision making in real time, with shorter time to action
Minutes/Hours
Weeks
“The live reporting has meant we are able to action change
within our business more quickly” eSynergy
Simplified, Better Decision Making in Real Time
14. Traditional BI o High cost
o New data sources difficult to
integrate
o Weeks to generate reports
o Low adoption
o Inconsistent data & insights
o Slow decisions
o Low cost
o Add new data sources in days
o Real-time reporting
o Widespread adoption
o Single-truth data & insights
o Fast decisions
Weeks
Minutes
System
Architecture
Effort &
Resources
Business
Outcomes
Time to
Insight
Speed up time to insight
Fast, cost-effective real time reporting, on one managed platform
Fragmented Systems
Reliant on 3rd Parties
Slow to Get Insight
Single Platform
Centrally Managed
Radically Redesigned
Short Time to Insight
Complex, Many Systems
Simple, One System
Revenue
Impact
Simplified, Better Decision Making in Real Time
15. Gold Sponsor @ BigDataLDN 2017
Stand 202
learn.avora.io
Thank You!
sales@avora.io
Simplified, Better Decision Making in Real Time