The document discusses trends in open source and cloud adoption. It notes that open source adoption is growing worldwide but remains low in Israel. Open source provides quality and cost benefits but commercial support is still preferred over community support. Cloud adoption is also increasing, with many Israeli organizations planning to use software-as-a-service. Keeping up with technology trends is a major advantage of open source and cloud solutions.
Bureaustoel Intouch, past zich aan ieder lichaam aan, bij HAGELE bureaustoelen.HAGELE kantoormeubilair
De bureaustoel past zich naadloos aan elk lichaam aan en zorgt voor permanent contact met de zitting en de rugleuning, bij alle bewegingen. Op die manier wordt de fysieke harmonie tijdens het zitten hersteld en een verkeerde lichaamshouding voorkomen.
Bureaustoel Intouch, past zich aan ieder lichaam aan, bij HAGELE bureaustoelen.HAGELE kantoormeubilair
De bureaustoel past zich naadloos aan elk lichaam aan en zorgt voor permanent contact met de zitting en de rugleuning, bij alle bewegingen. Op die manier wordt de fysieke harmonie tijdens het zitten hersteld en een verkeerde lichaamshouding voorkomen.
AusLUG - Australian Lotus User Group - "Social Business at Work" by Ed BrillEd Brill
Ed Brill's keynote presentation at the Australian Lotus User Group, 29/30 August 2011 in Sydney. Covers high level themes of social business, Lotus Notes/Domino 8.5.3, and future directions for Lotus Notes/Domino.
The "trio": Customer Experience, Data-driven business and Employee empowerment.
This 2018 STKI summit presentation outlines the necessary "joined" journey to achieve customer experience transformation.
Enterprise Applications, Analytics and Knowledge Products Positionings in Isr...Einat Shimoni
STKI's analysis of the Israeli Market: players and positionings in Enterprise Applications, Marketing Technologies, BI & Analytics, Knowledge Management, Web & eCommerce.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
3. Me economy
Einat Shimoni’s work
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4. Karl Marx
Ayn Rand
Collectivism Individualism
man must be connected The pursuit of his own
to a collective and rational self-interest
collective thought for and of his own
happiness is the
the sake of ‘the highest moral
common good’ purpose of his life.
CoIT “consumerization” of IT services
5. Impact of Me Economy on IT
BYOD
BYOA
BYOBI
Gamification
UX and ease-of-use
The empowered knowledge worker
The empowered customer
Open source?
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6. OSS deployment
Enterprise adoption
of open source:
40%
Source: http://mjskok.com/resource/2012-future-open-source-6th-annual-survey-results
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7. Amazing growth in # of OS projects
600,000 projects in 2012
100,000 projects in 2006
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8. Open source adoption worldwide: Wow!
5 out of 6 developers already using OS as part of projects (Forrester)
Drivers in 2013:
Budget pressures/ high perpetual software maintenance
Functionality
Innovation (new areas: mobile, big data; innovation in others – BI…)
Consumerization
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9. Open Source (worldwide) adoption is high
Source: Zenoss survey
Accenture study finds that quality exceeds cost as the main driver for adoption
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10. Open source in Israel: very low
Israel market is still missing out on open source!
STKI recommendations (user organizations):
Consider at least 1 OS option in every software purchase (we will include
OS options in our categories)
Try it out in 1 low-risk area to get a taste
STKI recommendations (vendors): start supporting
and suggesting OS in RFPs
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11. Open source
STKI mentions OS options in almost every category in IT
Lists of OS players:
http://www.ohloh.net/
http://www.osalt.com/
New Israeli hub for open source solutions:
Community vs. commercial:
Israeli market not ready for community (free) OS
Vendors should offer Israeli-supported, commercial OS options
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12. Why pay (subscription) for open source?
Enterprise-grade support (vs. community support, no SLA)
Input on roadmap and new features
Testing, bug fixes and security updates
Extra functionality
Avoiding GPL (modify the solution without obligation of
providing resulting code to the community under GPLv2 license)
Source: CIO magazine
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13. Reasons for low adoption in Israel similar to ww concerns
Source: http://mjskok.com/resource/2012-future-open-source-6th-annual-survey-results
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14. Cloud
Most Israeli organizations plan to start using SaaS in 2013
30% No
plans 70%
Plans to
use SaaS
in 2013
Source: STKI Survey 2013
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15. Worldwide adoption: mix of vendors, high satisfaction
Will increase
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16. Cloud and SaaS
Still “on the edges” (50% using cloud for 1-25% of IT services)
~60% of them using SaaS
~40% planning to use PaaS
Major advantage:
keeping up with market trends
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17. Why are we stuck with “static” applications?
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18. Integration between clouds
Integration is the top concern for cloud (followed by security)
Coding! (47%)
Only 9% using Integration-as-a-service /other tools
20% of attempted SaaS deployments are failing due to data
integration problems (Source: Readwrite enteprise)
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19. Integration between clouds
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20. SaaS + PaaS
SaaS disadvantage (but also advantage): lack of customization
Will drive interest in PaaS (to create “XRM” cloud applications)
PaaS will be the next area to grow
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21. Application (new) development options:
Traditional development
BPM
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22. Wanted: easier-to-use applications
Use of UI experts
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23. Major application packages changes
“Big data inside” – applications will be re-written on DBMS
appliances to offer a real time experience
Everything mobilized – usually HTML5 + some native apps
Hybrid cloud model – ability to combine on and off premise
Everything will be “app-store-ised”
Better UI (finally!)
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24. Gamification
A system that is designed to optimize the motivations and
feelings of humans
Human-focused design (as opposed to Function focused design)
Not just about PBLs (Points, badges, leaderboards)
Good gamification starts with our core drives
Source: Yu-kai Chou, gamification designer, http://www.enterprise-gamification.com/
By 2015, 40% of G1000 organizations will use gamification as
the primary mechanism to transform operations (Gartner)
Einat Shimoni’s work
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25. Gamification
Usage in organizations:
Customer engagement and loyalty
Learning and knowledge management
Employee performance and productivity
Gamification + crowdsourcing = Innovation and ideas
Tools in Israel
GamesEffectice
Developments by web companies
Open source tools
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27. ERP
#1 most adopted technology in organizations
but is still also the most invested area
Implementation time is now shorter due to
maturity of both vendors and users
Ongoing maintenance + staffing still very high
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28. Customizations – major problem, but improving
Source: Panorama Consulting ERP 2012 report
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29. New UI for ERP
Oracle
Endeca:
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30. We will present data on products and integrators:
Sometimes we specify:
Package Rep in Israel Integrators
Delivery model
Vendor A Company 1 Integrator a, Integrator b On-premise
Integrator a, Integrator b,
Vendor B Company 2 SaaS
Integrator c
SaaS
Vendor C Company 3 Integrator a
On-premise
Most lists only include vendors that are represented in Israel
The location within the lists is random (not a ranking)
Lists might not include all players
Einat Shimoni’s work
Copyright@2013
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31. ERP Packages & Integrators: Part 1
Package Israel Rep Integrators Delivery model
On-premise,
Oracle e-Business ONE1, Advantech, Yael, Unitask, Oracle consulting, HP, PWC, TATA (TCS
Oracle Israel Some SaaS solutions (i.e, HR,
Suite Israel), Motorola
Sourcing etc.)
Ness, IBM, Taldor, Advantech, Malam-Team, HP, TATA (TCS Israel), On-premise
SAP SAP Israel Accenture, Aman, Matrix, AKT (HR module), One1 (Xact), IGC (Financials),
S.D.M, Yael, Convista Israel (SAP for Insurance) (SAP ByDesign – SaaS)
On-premise
SAP All-in-One SAP Israel Taldor, Advantech, Ness, Malam-Team (Malam Express), CBIT, SAPLM
(SAP ByDesign – SaaS)
Xioma, Complete, Menahel4U, Todan tech, BDO Ziv Haft, Ziv systems,
SAP Business One SAP Israel On-premise, SaaS
RELS, Cloud: Triple C, Webox
E-Tafnit Matrix Matrix, Alpha Consultants On-premise, SaaS
QAD SIT SIT, ManofIT, Tirosh On-premise, SaaS
Ashbal, Meidatech, FBC On-premise, SaaS (w/Meida-
Priority Ashbal
Afek, Tulip, RAAN, HP, IlitERP Tech)
Infor (M3) Intentia Israel Intentia Israel On-premise
ONE ERP ONE1 ONE1, Anagal, Y. Ovitz On-premise, SaaS
Einat Shimoni’s work
Copyright@2013
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KAV systems Kav Kav, Ardom On-premise
from any slide, graph or portion of
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32. ERP Packages & Integrators: Part 2
Package Israel Rep Integrators Delivery Model
Microsoft Israel. Distribution by
Microsoft Dynamics AX Prodware, Oregano, Maxsoft, Axperts, Almog, MCS On-premise, SPLA model
Prodware
Microsoft Israel. Distribution by On-premise
Microsoft Dynamics NAV Prodware
Prodware
Aviv, MARS Aviv Aviv On-premise
FinPro, Logistic Pro Almog Almog On-premise
Gan Tochnot Heshev (Kibbutzim)
Azimut (Car) Aman Aman On-demand, SaaS-Israel
ERP Plus (cross-sector)
Comax (on demand) Comax On-demand, SaaS-Israel
Netsuite NetCloud SaaS
Bgate Bgate On-premise, SaaS
IFS Teldan On-premise
Einat Shimoni’s work
ERP for municipalities Automazia Automazia On-premise, SaaS-Israel
Copyright@2013
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BPCS, Baan Matrix Matrix, Afek, IBM, Tulip (Baan) On-premise
graph
33. Positioning Methodology
Israeli vendor positioning
Not a technological positioning, refers only to Israeli market, focused on the
enterprise sector (not SMB)
X axis (Market Presence): Market penetration (sales + installed base+
clients perspective)
Y axis (Local Support): localization, support, Local R&D center,
number and quality of SIs, etc.
Vendors to watch: Israeli market new-comers
STKI positioning represents the current Israeli market and not necessarily what we
recommend to our clients
Einat Shimoni’s work
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34. 1. Enterprise ERP - Israeli Market Positioning 1Q12
Very large ERP projects (>300 users, large enterprises)
SAP
Oracle
Local Support
This analysis
should be
used with its
supporting
documents
Market Presence Einat Shimoni’s work
Copyright@2013
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from any slide, graph or portion of
graph
35. 2. Mid-Large ERP - Israeli Market Positioning 1Q12
Medium-Large ERP projects (~100-300 users, mid-large org.)
Oracle
SAP AIO/ Large B1
Local Support
Priority
One1
Microsoft AX QAD
Infor M3 Tafnit This analysis
Aman Aviv should be
used with its
supporting
documents
Market Presence Einat Shimoni’s work
Copyright@2013
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from any slide, graph or portion of
graph
36. 3. Small-mid ERP - Israeli Market Positioning 1Q12
Small-medium ERP projects (~10-100 users)
Vendors to watch:
Netsuite (SaaS) SAP B1
Priority
One1
Tafnit
Local Support
Microsoft NAV
Oracle Kav
Infor M3 QAD Comax This analysis
Aman should be
Aviv used with its
supporting
documents
Market Presence Einat Shimoni’s work
Copyright@2013
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graph
37. Selected wins ERP – 2012 (Partial list)
Oracle: Isracard (One1), Fundtech (PWC), Even Keisar (Unitask), Soda
Stream (Advantech), Ceragon (One1), Allot (Advantech), Phibro
(Unitask), Defense organization
Upgrades R12: Open university (Yael), Ormat (One1), Rapa (Unitask),
Sanfrost (One1), Rafael, Bezeq International, Orad, Applied Materials (One1)
Expansions/special modules: Tnuva Dairies logistics, Tnuva Mutagim, CAL –
Advanced procurement, GRC; HOT Mobile – merge with Mirs; Objet – merge
with Stratasys and rollout (Advantech); PLM (Agile) – Dialogic, SolarEdge,
Bright Source, Syneron, Mobile Access, AVT, MER Group, RAD, Powermat,
Audiocodes; Demantra – Pelephone
Fusion HCM: Bezeq International
Taleo: Defense organization
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38. Selected wins ERP – 2012 (Partial list)
SAP: Avgol (Advantech), PCB – All in One (Malam-Team),
Camteck - All in One (Taldor), Mevaker Hamedina (Malam-Team),
Machon Hatkanim (Ness)
Expansions/ Modules: Hagichon SAP OS (Malam-Team), Project
Managememt module Netafim (Malam-Team), Bank Israel HR module
(Malam-Team), Rakevet Israel PM moked and module (Malam-Team)
Rollouts: Gilat (Malam-Team), Diplomat (Malam-Team), Pma (Taldor)
Upgrades: Merkavim (Taldor), Albad (Taldor), Colmobil (One1 – Xact),
Clal (One1 – Xact)
Successfactors (HCM – SaaS): Amdocs
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39. Selected wins ERP – 2012 (Partial list)
Aman: Zameret Finance, Naamat-Histadrut,
One1ERP: Gderot, Modi Keramica, Halikud, Snack Time, Hevel Maon,
Beit Haemek Biological Industries, Amicotube, Rosh Hashmal,
Caesarea development company, Nie Eliyahu, Ramat Hakovesh, Yafe
Hod, Ganigar, Negev Ceramics Marlog
Microsoft:
NAV: Lubinski (Prodware), Scheffer
AX: Dorad (Prodware), Hod Assaf, Of Oz, CEVA
MIS, Kenes International, Kranot Hashotrim, Sodasko, Amot, Amsalem Touism
Einat Shimoni’s work
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40. ERP Consultants - Partial List
Accenture Nextep (Hasas Bashan)
Bit-Plus OIC
Daat (Eli Grumet) Seker
Deloitte Touche That’s IT
Ernst & Young TCS Israel - Tata
Gabi Ron Tulip
HMS Value Plus (SAP)
IT Solutions Several Independent
advisors
Meteor
(Alphabetical order, not a ranking!)
Einat Shimoni’s work
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41. EPM packages
Budget Planning, report consolidation, financial disclosure
Package Rep in Israel Integrators
HMS, Business & Decisions, Nellarmonia, Oracle
Hyperion - Oracle Oracle Israel
consulting
IBM – TM1 IBM Israel Byconix, Ernst & Young, Ness-Gilon, Libi
IBM - Cognos planning IBM Israel Libi, Ness-Gilon
IBM - Clarity IBM Israel Tulip, Libi
Ness, IBM, HP, Advantech, HMS, Malam-Team, Opisoft,
SAP BPC + SM SAP Israel
Matrix, Ness
Power OLAP Top-IT (Opisoft), Xioma Top-IT (Opisoft), Gilon
SAS Mia computers Mia computers
CFODREAM The 7th Dimension The 7th Dimension
Global - Spreadsheet server (Spreadsheet
Yael software Yael Software
automation)
Gomla (mainly Costing) Gomla Gomla
Palo (open source OLAP) Ness
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graph
42. EPM tools Israeli positioning - 2013
Israeli Market Positioning 1Q12
Oracle
Local Support
IBM
SAP
SAS
Spreadsheet server
CFODream This analysis
should be used
PowerOLAPGomla with its supporting
documents
Market Presence
Einat Shimoni’s work
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graph
43. HR and Talent management acquisitions
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44. Recruitment 2013
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45. Einat Shimoni’s work
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46. HCM – Israel trends
Renewed interest in HR systems, recruitment and LMS
About 6 different tools deployed in a typical organization
Time and attendance, payroll, HR, LMS, Employee records, recruitment…
Preference to suites that include all integrated capabilities
SaaS is catching on
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47. HCM – Israel trends
Challenges:
Lack of budget
Most orgs don’t perceive HCM as strategic or important
Culture conflict – IT thinks “HR people aren’t living and breathing data”
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49. Analytics & BI Generations
Structured data Structured data Structured data Unstructured data
DW updated once DW updated DW updated Real time
a day frequently analysis of data
frequently “on the move”
Static Reports BI insights linked to Use of in-memory
operational processes Interactive Usage of data
Passive BI analysis mining tools to
Proactive BI create new
Central data approach Predictive analytics insights
Central data approach
Self service Advanced
We are here visualization
Gen. 1: Gen. 2: Gen. 3: Gen. 4:
Passive BI Active BI Active Analytics Big data analytics
IT is the boss IT is the boss End user is boss End user is boss
Classic DW model Distributed data
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50. BI State of the Market: Major changes ahead
One of the most adopted technologies (after ERP) - 68% of large
organizations (Source: Computer Economics)
But still one of the most innovative areas
Next few years will focus on analytics, self service, visualization
What about big data?
Big data will “meet” these trends and empower them
Will be an enabler for new type of analytic solutions
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51. Big data’s 3 I’s (as opposed to the 3 V’s)
Source: http://www.forbes.com/sites/davefeinleib/2012/07/24/big-data-trends/
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52. The natural evolution
The top performers (“high digital IQ”) will lead the way into big
data, and they are preparing for it
Source: PWC Digital IQ survey
Source: http://www.forbes.com/sites/davefeinleib/2012/07/24/big-data-trends/
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53. Big Data in Israel?
My organization will enter into a
big data project
Yes
23%
No
77%
Source: STKI Survey 2013
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54. We now create as much information every two days as we did
from the dawn of civilization to 2003 (Source: IBM CMO Study)
Top 3 concerns:
• Data explosion
• Social media
• Growth of channel & device options
Source: IBM CMO study
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55. Small data = the new big data
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56. Too much focus on “big”
Big data is less relevant, right data is most
important: how to get the right data in real time?
It’s what you do with the data that makes the
difference
The challenge :convert data into actionable info.
Data Scientists will play the most important role
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57. Wanted: Data Scientist
Data Scientist
The Hottest Job You Haven't Heard Of
• Salary: $140K - $200K
• Major staff shortage:
• McKinsey: By 2018, the U.S alone could face a
shortage of 140,000-190,000 people (2008-2018:
10 years cycle for next gen. graduates)
• Gartner: By 2015, big data demand will generate
1 million jobs in G1000 but only one- third of
those jobs will be filled
• Informationweek: 18% of big data-focused
companies want to increase staff by 30% in the
next two years, 53% expect it will be hard
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58. Data Scientist
Skills (cross-disciplines):
Structured & unstructured data Computer Science
(also from real-time streams)
Java programming
Statistics
MBA
Machine-learning algorithms
NLP Statistics
Business concepts (MBAs)
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59. An open source toolkit for the data scientist
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60. Kaggle: data scientists outsourcing via competitions
Thousands of experts from 100 countries and 200 universities
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61. Big Data business value
Source: http://www.mckinsey.com/insights/mgi/research/technology_and_innovation/big_data_the_next_frontier_for_innovation
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62. Example of Big Data analytics usage (Source: IBM)
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63. Example of Big Data analytics usage (Source: SAS)
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64. Telematics car insurance
Source: http://www.ingenie.com/telematics
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65. Internet of things
Will be THE driver for big data transformational “WOW” projects:
Real usage-based pricing (Insurance, taxes)
Smart city
Health management
Weather…
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66. MEGA Trend – BI ownership is shifting
2. Business
1. IT controls BI users control BI
3. IT will establish best
practices and COE
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67. MEGA Trend – BI ownership is shifting
Business users will be the owners of BI and analytics
By 2014, 40% of BI purchasing will be business-led (Gartner)
IT will focus on data quality and access + effective channels to BI
Benefits: operational efficiency for IT (reporting and analysis
done by LOBs), agility, usability, relevance, fast deployment
The price: consistency, integration, central control
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68. Roles and organization of the BI department will change
Less people creating reports at the BI department
More BI will be done in LOBs by analysts / key users and hopefully new types
of users – knowledge workers (self service)
BI department will focus on:
Data governance, central definitions and models
Data quality issues
Center of Excellence for guiding users
Creating effective channels to access the data
Search based BI portal
Visualization tools
Self service
Data discovery
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69. Data, data everywhere - but what to do with it all?
Data explosion!
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70. Predictive analysis
It's tough to make predictions,
especially about the future
(Yogi Berra)
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71. Finally – from “BI” to “Analysis”
From descriptive to diagnostic (Gartner)
From “what happened” to “what is likely to happen”?
From queries to discoveries
Analytics is king
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72. Information design
3D visualization
Design = navigation
Animation!
Information design
Interactive analysis David McCandless
* Recommended reading:
TED Talk by David McCandless (Information is beautiful blog):
http://www.ted.com/talks/david_mccandless_the_beauty_of_data_visualization.html
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73. “let the dataset change your mindset”
- Hans Rosling
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74. BI reports will look less like this:
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74
75. And more like this:
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75
77. Piktochart
pick a theme
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77
78. Infogr.am
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79. Impressive visualization examples
One Week of Twitter Conversations
by People Working at Twitter
Source: http://infosthetics.com
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80. Impressive visualization examples
(Animated) OrgOrgChart:
The Dynamic Organization
of Autodesk (8000
employees) over 4 years
Source: http://infosthetics.com
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81. Search-based BI Portal
Traditional BI portal: a single place where all reports are
organized by categories
Search based BI portal: a user enters keywords that describe the
information.
Israeli project 2012 example: Harel (Eternity)
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82. BI & Analysis General Platforms (Part 1):
Package Rep in Israel Integrators
Matrix BI, Advantech, Taldor, Malam-Team, One1 (+Xact), Ness-Gilon,
SAP BW + SAP Business Objects,
SAP Israel Skywind, Consist, Point of View, IBM, Data Cubes, VisionBI, Active
Predictive Analysis (new)
View, HP, Eternity, BICS, Xioma, Opisoft
Eternity, Opisoft, Ness-Gilon, ONE1 BI, Matrix BI, Consist, Advantech,
Microsoft (SQL, Excel, SPS, PowerPivot) Microsoft Israel Bynet SW, Elad, Malam-Team, Libi, Top-soft, Enix (Experis), Data Cube,
Vision BI, MCS, Verasiti, Naya, SolidBI, MOSS partners
Libi, Opisoft, Seven-D, Ness-Gilon, Consist, Eternity, Advantech, IBM,
IBM – Cognos IBM Israel
Mirkam (Energy), Malam-Team, ONE1 BI, Normative, Eltel, Matrix BI
IBI - WebFOCUS Omnitech (SRL) Malam-Team, Ness-Gilon, ALD
Oracle OBI EE Oracle Consulting, Taldor, Ness-Gilon, Data Cube, Vision BI, Enix
Oracle Israel (Experis), Business & Decisions, Advantech, Eternity, Yael, IBM, ONE1
Oracle BI Apps (prepackaged BI for BI, Malam-Team, Matrix BI
Oracle ERP, Siebel etc.)
Point of View 2008 Point of View Consist, DBNet, Ness Matach, BDOEinat Shimoni’s work
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Pyramid Analytics Malam-Team Malam-Team, Eternity, Normative, VisionBI, Datacube, Opisoft graph
83. BI & Analysis General Platforms (Part 2):
Package Rep in Israel Integrators
SPSS IBM Genius, IBM - GBS, Matrix BI
Mia computers, Ness-Gilon, Pareto, HMS, Antropy, Liran Lavi,
SAS Mia Computers
Goldmines
Panorama Matrix BI, Ness-Gilon, Consist, Data Cube, ONE1 BI, Business
Panorama
Novaview, Necto Solutions, Citrine BI, VisionBI, Eternity, Opisoft
Microstrategy Mittwoch Mittwoch
Sisense One1 One1
Mulecular BI (based on Microsoft CRM +
Advantech Advantech
Microsoft BI)
Pentaho (Open source BI) Eternity, Tikal, Malam-Team
Palo (Open source BI) Ness-Gilon
Jaspersoft (Open Source BI)
R Statistics (Open Source Analytics)
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84. Data discovery and Visualization tools:
Package Rep in Israel Integrators
Qlikview Israel, Datamind, Complete ,Tirosh , Servit ,Enix (Experis),
Qlikview Hilan Ludan, Libi, FBC, Qset, Green House, Oregano,Menahel4U, Anagal,
DtBit,Contel Ness-Gilon, ONE1 BI, Malam-Team, MatrixBI
Spotfire (Tibco) Yael Software Yael Software, Ness-Gilon
Tableau SIT, Gstat SIT, Gstat, VisionBI, Consist
Microstrategy Visual Insight I.E Mittwoch I.E Mittwoch
New - SAP Visual Intelligence SAP Israel
New -Oracle Endeca Information Discovery Oracle
Dundas - Visualization Matrix Matrix
Microsoft - Powerview Microsoft Microsoft BI partners
IBM – Cognos Insight IBM Libi, other Cognos implementers
New - SAS Visual Analytics Mia computers Mia computers
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85. Front end BI and data discovery tools - 2013
Israeli Market Positioning 1Q12
New players to watch:
Oracle Endeca SAP BI
SAP Visual Intelligence Data
Qlikview IBM discovery
Sisense (One1) Microsoft
* This distinction
Oracle
Local Support
will soon be
Web focus irrelevant
Panorama SAS
Spotfire
Pyramid
analytics
This analysis
Tableau should be used
with its
supporting
documents
Market Presence
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86. Analytic & data mining tools - 2013
Players to watch:
Spotfire (Tibco)
SAP Predictive analysis
SAS
Local Support IBM
This analysis
should be used
R statistics with its
(open source) supporting
documents
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87. BI/Analytics Selected wins – 2012 (Partial list)
BI 4 – Business Objects: Haifa university, Bank Leumi, Bank Poalim, Harel, Sonol, M. of Health (BO on BW –
Malam-Team), Bank Israel – for SAP HR, Teva, Camtech, Diplomat, PCB, Mekorot, Merchav (of Keter), Palram,
Maccabi, IEC, Migdal, IDF, Gilat, Sonol, Bank Leumi Lemashkantaot (Ness) – new project, 888 (Matrix), Paz
(Matrix), Telzer communication 019 (Matrix), Amdocs (Matrix), Nice (Matrix), Comverse (Matrix)
Mobile BI – Sonol, Paz, Fiat, Coca Cola, Novolog, Diplomat
Oracle: BI Apps – Plasson (Ness-Gilon)
Cognos: Ten10 (Malam-Team), Teva (Malam-Team, Libi, Matrix), expansions and projects in Harel (Libi), Bank
Poalim (Libi), Orbotech (Libi), Nice (Libi), Amdocs, Eliyahu (Libi), Meuchedet (Libi, Flying Cargo (Libi), H&M (Libi)
Web Focus: Jerusalem municipality IT KPIs (Malam-Team)
Microsoft: Tabular Model – CAL (Eternity), Visionize, Conduit, Intel, Direct Insurance (Data Cube) – in memory,
Opticana (Data Cube) – in memory, Dashboard – Manbas Ort (Matrix),
Qlikview: Elbit (Qlikview Israel), Shaam (Malam-Team and Matrix BI), MaaZ (Malam-Team), Telit, Waze, Playtica,
Expansions in Police and Elbit
SAS: Dorad, Paz, Israel stock exchange, Israel Securities Authority. Expansions in Eliyahu Insurance, Social security
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88. BI consultants
BI Consulting companies:
B-Pro
Nugami
All BI integrators typically also provide
some consulting services
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89. Big Data analytical solutions (some examples)
Software AG – Terracota (Direct Insurance, Bank Leumi)
EDMT on Sybase IQ
IBM i2 Link analysis (Matrix – Partner) for defense market
SAS high-performance analytical solutions
SAP Hana (integ: Matrix, Ness, IBM, HP, ONE – XACT, VisionBI)
Clients – IDF, IEC, Bank
And more…
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90. MDM/ Data Hub technologies in Israel
Package Rep in Israel Integrators
Matrix (+BeyondIT), Yael,
Oracle Siebel UCM Oracle Israel
Taldor
SAP MDM – MDS, MDG SAP Israel Ness, Malam-Team HP
IBM
IBM Israel IBM, Opisoft, Matrix
(+acquired Initiate)
PIM - QAD SIT SIT
Tibco (CIM – product data, Telecom) Yael Yael
Informatica (acquired Syperian, PIM - Heiler) Aman Aman
Microsoft Master Data Services - SQL 2008 R2 Matrix + other potential
Microsoft
(Stratature acquisition) partners
Teradata MDM (+i2) Mittwoch Mittwoch
Open Source MDM: Talend Ness-Gilon
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92. Customer Experience Management
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93. Why is CX such a big deal now?
Today, 84% of customers will complain or tell others of a bad
customer experience, compared to just 67% in 2006
Source: ClearAction
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94. Client expectations have changed
Don’t expect clients to consider your channel
constraints while performing different processes
Clients expect a continuous (“omni-channel”)
experience that can start with one channel and
continue seamlessly to the next
They expect to have one true consistent identity
CRM (internal) users’ expectations changing as well
(mobile devices, ease-of-use / better UI, social)
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95. What is CEM?
“Companies that makes it easier and nicer
for customers to get what they need are
the companies that customers will say
good things about and come back to”.
(ClearAction blog)
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96. Distribution of interactions by channel
Worldwide channel
adoption (Aberdeen):
Source: STKI
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97. Channels by important for customer service
Phone (2.57) Social media (5)
Web (2.71) Email (5.17)
Mobile (3.14) Kiosk/POS (5.17)
Face-to-face (4.83)
* Importance was rated from 1-6 (1 – most important)
Source: STKI survey
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98. NBA – high benefits but still under 50% use (among “best in class” multi channel CC companies)
Source: Aberdeen Multi Channel contact center report 2012
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99. Customer experience insight improves results
Source: Aberdeen Multi Channel contact
center report 2012
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100. CIO-CMO conflict
Gartner: Through 2016, 80% of marketing organizations will
source 80% of their technology needs externally
Conflict of cultures:
CIO: standards, whole picture / architecture, prefers to take more time
to “get it right”
CMO: time-to-market is everything, will accept mistakes as a given
In STKI WCM round table (2012) marketing people showed a
clear preference to open source tools while IT people prefered
MSFT/ SPS
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101. Non-stop Customer
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102. STKI Cynefin IT Framework
Always addressable
employees & customers
(non-stop customer model)
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103. Major changes: how will they affect you?
From: To: Result:
Understanding markets Understanding Analytics, big data
individuals
Customer centric Customer facing Channels
Transactions Relationships
Multi channels Omni channel
Clients Empowered clients
Separate marketing, Non-stop customer New necessary role:
sales and services Customer Experience
Manager
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104. Social media
98% using social media, 60% plan to increase but is there an ROI?
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105. Social media marketing is mostly failing
Source: http://leaderswest.com/2012/12/14/people-dont-like-social-media-marketing/
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106. Social media marketing is mostly failing
Source: http://leaderswest.com/2012/12/14/people-dont-like-social-media-marketing/
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108. We are measuring what’s easy and not what counts
Source: SIIA Marketing report
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109. Social Media Regulation
Federal Financial Institution Council (FFIEC), is issuing proposed
guidance titled: “Social Media: Consumer Compliance Risk
Management Guidance” to address the applicability of consumer
protection and compliance laws, regulations, and policies to
activities conducted via social media.
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110. Sentiment analysis for reputational risks
Sentiment analysis is one of the tools used to manage
Reputational risks
Verint acquired Focalpoint (partner – HMS)
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111. CRM Packages & Integrators in Israel (Part 1):
Package Description Rep in Israel Integrators
Oracle Fusion CRM SaaS and on-premise Oracle Israel ManofIT, Unitask, Taldor
Taldor, IBM, Matrix (BeyondIT), Unitask
Oracle – Siebel On-premise CRM suite Oracle Israel
(+Exscientia), TATA-TCS, Yael
Rightnow Service multi-channel, SaaS Oracle Israel
Oracle SCOD: Siebel Taldor, ManofIT, Unitask (+Axcentia),
On-demand Oracle Israel
on-Demand Yael
Oracle e-Business
CRM modules on premise Oracle Israel Yael, ONE1, Oracle, HP, Advantech
CRM
Oracle - Peoplesoft CRM suite on premise Oracle Israel Matrix
Blat-Lapidot, Service Wise, ONE1,
Salesforce.com SaaS CRM suite Salesforce
Cloudius, Balink
Ness, Advantech, Taldor, Explore,
SAP CRM CRM suite on premise / SaaS SAP Israel
ValuePlus, HP, Fishman Dambo
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112. CRM Packages & Integrators in Israel (Part 2):
Package Description Rep in Israel Integrators
MEGA Center On premise Yael Yael
on-premise, hosted, or SaaS Partial list: Matrix, ,Elad, e4D, Advantech,
Microsoft
New version (“Polaris”) on Microsoft Israel Malam-Team, Aman, Prodware, SIT,
Dynamics CRM
and off-premise Ness, One1, Webox (Cloud), YouCC…
Pivotal On premise One1 ONE1
Onyx (Consona) On premise IT Navigator IT Navigator
Netsuite SaaS NetCloud
MyBusiness SaaS MyBusiness MyBusiness
Amdocs (Clarify) On Premise Amdocs Amdocs
Cemax On Premise Cemax Cemax
Zoho CRM SaaS HolisticCRM HolisticCRM
SugarCRM: www.sugarcrm.org.il
Open Source options:
Vtiger (Hebrew support): http://forge.vtiger.com/projects/vtgheb
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113. CEM and multi-channel in Israel – part 1
Package Description Rep in Israel
Oracle - Rightnow Multi-channel service, SaaS Oracle Israel
Oracle - Inquira Multi-channel knowledge management Oracle Israel, Ergo - partner
Vitrue Social media “sniffer” and publisher Oracle Israel
Involver Building social media apps Oracle Israel
Salesforce Chatter Social media Salesforce
Salesforce Ideas Customer Innovation platform Salesforce
MCx Multi Channel Platform Matrix
Loyalty Lab (Tibco) Loyalty management, SaaS Yael Software
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