Se ha denunciado esta presentación.
Utilizamos tu perfil de LinkedIn y tus datos de actividad para personalizar los anuncios y mostrarte publicidad más relevante. Puedes cambiar tus preferencias de publicidad en cualquier momento.
Fixed income analytics
Confidential & proprietary 1© Behavox Ltd. 2018
AWS FS: INSIGHT –
DIGITAL FINANCE IN THE CLOUD:
PEO...
Confidential & proprietary 2© Behavox Ltd. 2018
Confidential & proprietary 3© Behavox Ltd. 2018
COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS
THE WORLD HAS NEVER SEEN BEFOR...
Confidential & proprietary 4© Behavox Ltd. 2018
COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS
THE WORLD HAS NEVER SEEN BEFOR...
Confidential & proprietary 5© Behavox Ltd. 2018
COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS
THE WORLD HAS NEVER SEEN BEFOR...
Confidential & proprietary 6© Behavox Ltd. 2018
COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS
THE WORLD HAS NEVER SEEN BEFORE
Confidential & proprietary 7© Behavox Ltd. 2018
COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS
THE WORLD HAS NEVER SEEN BEFOR...
Confidential & proprietary 8© Behavox Ltd. 2018
THERE HAVEN’T BEEN ANY MEANINGFUL
INNOVATION IN THE WAY WE RUN
OUR HUMAN O...
Confidential & proprietary 9© Behavox Ltd. 2018
THE WORKPLACE IS NOT A PLACE. NOT ANYMORE
People Analytics is an
evolution...
Confidential & proprietary 10© Behavox Ltd. 2018
PEOPLE ANALYTICS STARTS WITH INFRASTRUCTURE
• Availability
• Scalability
...
Confidential & proprietary 11© Behavox Ltd. 2018
AVAILABILITY
• Multiple AZs per Region
• Low-latency links
• Redundant po...
© Behavox Ltd. 2018
SCALABILITY
On-premise
infrastructure
+500 VMs – <24 hours+20 VMs – ETA 4-5 months
Confidential & prop...
Confidential & proprietary 13© Behavox Ltd. 2018
COMPLIANCE
Amazon Glacier
• WORM compliant
• Durability? 99.999999999%
• ...
Confidential & proprietary 14© Behavox Ltd. 2018
UNFORTUNATE CONSEQUENCES
OF LOSING DATA
Confidential & proprietary 15© Behavox Ltd. 2018
VOICE BIOMETRY CASE STUDY: PRODUCE RECORDS
ON 72H NOTICE
Problem: the NFA...
Confidential & proprietary 16© Behavox Ltd. 2018
VOICE BIOMETRY CASE STUDY: PRODUCE RECORDS
ON 72H NOTICE
Solution: use Be...
Confidential & proprietary 17© Behavox Ltd. 2018
HUMAN CAPITAL CASE STUDY: TALENT RETENTION,
RISK MANAGEMENT
Problem: proa...
Confidential & proprietary 18© Behavox Ltd. 2018
HUMAN CAPITAL CASE STUDY: TALENT RETENTION,
RISK MANAGEMENT
JUL AUGSEP OC...
Confidential & proprietary 19© Behavox Ltd. 2018
JUL AUGSEP OCT NOV DEC 2018 FEB MAR APR MAY JUN
HOURS
20
15
10
5
Employee...
Confidential & proprietary 20© Behavox Ltd. 2018
Department-wide analysis
2017 APR JUL OCT 2018 APR JUL
HUMAN CAPITAL CASE...
Confidential & proprietary 21© Behavox Ltd. 2018
FIXED INCOME CASE STUDY: RECOMMENDATIONS OF
IOIS MATCHES
Problem: automat...
Confidential & proprietary 22© Behavox Ltd. 2018
FIXED INCOME CASE STUDY: RECOMMENDATIONS OF
IOIS MATCHES
I am buying 60k ...
Confidential & proprietary 23© Behavox Ltd. 2018
FIXED INCOME CASE STUDY: RECOMMENDATIONS OF
IOIS MATCHES
Identify and Mat...
Confidential & proprietary 24© Behavox Ltd. 2018
HOW WOULD YOU RUN YOUR BUSINESS DIFFERENTLY
WITH PEOPLE ANALYTICS?
Confidential & proprietary 25© Behavox Ltd. 2018
New York: 180 Maiden Lane, New York, NY 10038
London: 68 South Lambeth Ro...
Próxima SlideShare
Cargando en…5
×

Behavox on Reaching Enterprise Companies

205 visualizaciones

Publicado el

Kiryl Trembovolski, COO, Behavox

Best Practices on Reaching Enterprise Companies: Behavox’ Story and How AWS Marketplace Can Help

  • Sé el primero en comentar

  • Sé el primero en recomendar esto

Behavox on Reaching Enterprise Companies

  1. 1. Fixed income analytics Confidential & proprietary 1© Behavox Ltd. 2018 AWS FS: INSIGHT – DIGITAL FINANCE IN THE CLOUD: PEOPLE ANALYTICS October 1, 2018
  2. 2. Confidential & proprietary 2© Behavox Ltd. 2018
  3. 3. Confidential & proprietary 3© Behavox Ltd. 2018 COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS THE WORLD HAS NEVER SEEN BEFORE 7.7bn 2.55bn 450mn 250mn year 1000 year 1500 year 1950 today
  4. 4. Confidential & proprietary 4© Behavox Ltd. 2018 COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS THE WORLD HAS NEVER SEEN BEFORE Population of London in the 17th century: 200,000 Global Headcount: 230,000
  5. 5. Confidential & proprietary 5© Behavox Ltd. 2018 COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS THE WORLD HAS NEVER SEEN BEFORE Credit department Accounting department Operations department
  6. 6. Confidential & proprietary 6© Behavox Ltd. 2018 COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS THE WORLD HAS NEVER SEEN BEFORE
  7. 7. Confidential & proprietary 7© Behavox Ltd. 2018 COMPLEXITY AND SCALE OF HUMAN ORGANIZATIONS THE WORLD HAS NEVER SEEN BEFORE European discovery of America European exploration of Australia First exploration of South and North Poles The first human to walk on the lunar surface ETA human mission to Mars2024 1969 1911 1605 1492
  8. 8. Confidential & proprietary 8© Behavox Ltd. 2018 THERE HAVEN’T BEEN ANY MEANINGFUL INNOVATION IN THE WAY WE RUN OUR HUMAN ORGANIZATIONS
  9. 9. Confidential & proprietary 9© Behavox Ltd. 2018 THE WORKPLACE IS NOT A PLACE. NOT ANYMORE People Analytics is an evolution of how to run the business. How to enable people make better, data-driven decisions.
  10. 10. Confidential & proprietary 10© Behavox Ltd. 2018 PEOPLE ANALYTICS STARTS WITH INFRASTRUCTURE • Availability • Scalability • Compliance
  11. 11. Confidential & proprietary 11© Behavox Ltd. 2018 AVAILABILITY • Multiple AZs per Region • Low-latency links • Redundant power, networking, and connectivity
  12. 12. © Behavox Ltd. 2018 SCALABILITY On-premise infrastructure +500 VMs – <24 hours+20 VMs – ETA 4-5 months Confidential & proprietary 12
  13. 13. Confidential & proprietary 13© Behavox Ltd. 2018 COMPLIANCE Amazon Glacier • WORM compliant • Durability? 99.999999999% • Cheap - $0.004 / GB
  14. 14. Confidential & proprietary 14© Behavox Ltd. 2018 UNFORTUNATE CONSEQUENCES OF LOSING DATA
  15. 15. Confidential & proprietary 15© Behavox Ltd. 2018 VOICE BIOMETRY CASE STUDY: PRODUCE RECORDS ON 72H NOTICE Problem: the NFA requires swap dealers to produce books and records on 72 hours notice. How can you do that for calls from: • Mobile devices • Turrets
  16. 16. Confidential & proprietary 16© Behavox Ltd. 2018 VOICE BIOMETRY CASE STUDY: PRODUCE RECORDS ON 72H NOTICE Solution: use Behavox voice biometrics engine to: • Calculate unique voice signatures for relevant persons • Run biometry search across relevant audio records
  17. 17. Confidential & proprietary 17© Behavox Ltd. 2018 HUMAN CAPITAL CASE STUDY: TALENT RETENTION, RISK MANAGEMENT Problem: proactively identify overworked and overstressed personnel. Why is it important? • Talent retention: objective performance review, health risks • Risk management: wrong decisions, inadequate risk taking
  18. 18. Confidential & proprietary 18© Behavox Ltd. 2018 HUMAN CAPITAL CASE STUDY: TALENT RETENTION, RISK MANAGEMENT JUL AUGSEP OCT NOV DEC 2018 FEB MAR APR MAY JUN HOURS 20 15 10 5 Employee A
  19. 19. Confidential & proprietary 19© Behavox Ltd. 2018 JUL AUGSEP OCT NOV DEC 2018 FEB MAR APR MAY JUN HOURS 20 15 10 5 Employee B HUMAN CAPITAL CASE STUDY: TALENT RETENTION, RISK MANAGEMENT
  20. 20. Confidential & proprietary 20© Behavox Ltd. 2018 Department-wide analysis 2017 APR JUL OCT 2018 APR JUL HUMAN CAPITAL CASE STUDY: TALENT RETENTION, RISK MANAGEMENT
  21. 21. Confidential & proprietary 21© Behavox Ltd. 2018 FIXED INCOME CASE STUDY: RECOMMENDATIONS OF IOIS MATCHES Problem: automatically match Indications Of Interests (IOIs) in chats. Why is it important? • Higher revenues • Better client service
  22. 22. Confidential & proprietary 22© Behavox Ltd. 2018 FIXED INCOME CASE STUDY: RECOMMENDATIONS OF IOIS MATCHES I am buying 60k AAPL 3.5% 02/24 @93 and selling 40k AMZN 5.5 23s /104.2 trading position ticker trade notional interest rate bid / ask price maturity trading position ticker trade notional interest rate bid / ask price maturity Identify financial instruments in chats
  23. 23. Confidential & proprietary 23© Behavox Ltd. 2018 FIXED INCOME CASE STUDY: RECOMMENDATIONS OF IOIS MATCHES Identify and Match interest Sample Client 1 - Buy Sample Client 2 - Sell 12:11:12 apxsec - 103.75 22 7.875x1m ticker bid / ask price interest rate trade notionalmaturity 11:38:40 apxsec 7.875 22 can i sell you 575 ticker interest rate maturity trade notional
  24. 24. Confidential & proprietary 24© Behavox Ltd. 2018 HOW WOULD YOU RUN YOUR BUSINESS DIFFERENTLY WITH PEOPLE ANALYTICS?
  25. 25. Confidential & proprietary 25© Behavox Ltd. 2018 New York: 180 Maiden Lane, New York, NY 10038 London: 68 South Lambeth Road, London, SW8 1RL Singapore: Level 11, UIC Building, 5 Shenton Way, Singapore 068808 San Francisco: 343 Sansome St, San Francisco, CA 94104, USA info@behavox.com • www.behavox.com

×