ubiquiti: using collective knowledge · ubiquiti empowers end-users ubiquiti enables analysts,...
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Ubiquiti: Using Collective Knowledge
Software for Analytics, Diagnostics & Search
(Examples: Warranty / Part Returns / Repair / Maintenance / NHTSA)
Ubiquiti Inc.
Ann Arbor, MI
Rapid ROI with data-driven Ubiquiti technologies
• Used for Sales/Marketing, Quality/Engineering, Transactions/Audit
• Data-driven to generate, process, audit & leverage Information
• Link & include all essential data (eg, surveys, blogs, warranty etc.)
• Mine narrative text verbatims (in different languages, formats etc.)
• Quick & simple configuration (eg, in weeks, incl. end-user training)
• Add-on to existing analytics/reporting (and/or use Ubiquiti’s own)
• Modular, and as Web-services or installed (ie, adaptable to needs)
• End-users can be lay or sophisticated (ie, different analytic levels)
• Simple dashboards to complex analytics (hierarchy/ontology based)
• Automated alerts & reports (for individual VINs and grouped data)
• Early warning, Issue detection, Root-cause analysis (eg, for NTF)
Some Ubiquiti Customers
• Autoliv NA
• AGC Automotive
• Bridgestone Americas
• Continental Corp.
• Cooper-Standard Auto.
• Dana Ltd.
• Dura Automotive
• Freudenberg-NOK
• General Motors
• GenTherm
• GHSP Inc.
• Inalfa Roof Systems
• John Deere
• Lear Corp.
• Magna Int’l
• Marquardt GmbH
• Robert Bosch LLC
• T3 Worldwide
• US Army TARDEC/TACOM
• Yazaki NA
• Enthusiastic customer references
• Some customers on limited contracts
• All data – structured, unstructured & numeric handled
• Ubiquiti has a proven track-record, with strong customer references
• Ubiquiti can be added on modularly to existing IT, BI & Reporting infrastructure
Example Text (even with jargon, misspellings etc.)
Entered: “7 DD40 BASC 54566 CK OUT AC INOP
PREFORM PID CK CK PCM PID ACC CK OK OPERATING
ON AND OFF PREF ORM POWER AND GRONED CK AT
COMPRESOR FONED NO GRONED PREFORM PINPONT
DIAG AND TRACE GRONED FONED BADCO NECTION
AT S778 REPAIR AND RETEST OK CK AC OPERATION”
Automated Coding / Indexing:
◼ Primary Group: Electrical
◼ Subgroup: Climate Control
◼ Part: Connector 1008?
◼ Problem: Bad Connection
◼ Repair: Reconnect
◼ Location: Engin. Compartment
Technology for Text (incl. Non-English languages)
WordsConcepts Network
Puerta(Spanish)
Doors : 门(English, Chinese)
Doors Wheels
Handles
Music Group
Cars
Dooors(misspelled)
High Accuracy, Language Independent
Ubiquiti used in the Americas, Europe, Asia, Australia
(eg, Mandarin Chinese)
: 小汽车
: 门 : 车轮
:把手
: 音乐组
Ubiquiti Analytics: Raw Data to Actionable Info
Analytics: Set up in weeks, Training in an afternoon
▪ Simple & complex analyses available
▪ Software includes domain knowledge
▪ End-user self-serviced
▪ Complete system or modular
Rapid Diagnostics
◼ Repairs & Maintenance data form the Knowledge Base
▪ Captures all technicians’ experiences
▪ Captures all geographical regions
▪ Captures all points in time
◼ For Each New Repair Instance use existing knowledge
▪ Find similar records in symptoms, vehicle type, repair history
▪ Report differential diagnoses based on retrieved records
▪ Report differential fixes based on diagnoses & records
▪ Provide differentiators based on retrieved records
▪ Provide repair procedure based on chosen fixes
◼ Simple interface (eg, Google) – anytime & anywhere
Ubiquiti Rapid Diagnostics … screenshot
Ubiquiti Ontology-based Search …
• Misspellings and Jargon “Tiers” instead of “Tires”, or
“Widht” instead of “Width”
• Multiple Terminologies “Dimensions” may be same
as “Length & Breadth”
• Finding Specific Items Get relevant sub-sections
instead of entire document
• Context Differentiation “Pattern”, “Tread” and “Object”
may have special meanings
• Too Many / Few Results Obtain relevant documents
high in the results list
etc.
Near instantaneous resolution…
Ubiquiti Concept Search … screenshot
Ubiquiti Nav-frame
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Sele
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Easily Add On Ubiquiti to Existing Infrastructure/Software
Existing
Visualization / Infrastructure / Analytics / Training
Example: Nav frame Add-on for MS Excel
Ubiquiti Empowers End-Users
Ubiquiti enables analysts, engineers, and management,
to leverage data directly. End-users need not depend on
IT or any others’ time & effort. To do so, Ubiquiti provides:
• A customized information hierarchy for data navigation
• An automated text technology for deeper analytics
• An extensible set of customized charts, reports & alerts
Ubiquiti has a proven track-record in delivering solutions.
Decision Support with Text
Web: www.ubiquiti.com Ubiquiti Inc.
Email: [email protected] 303 Detroit Street
Phone: (734) 997-8800 Suite 202
Fax: (413) 622-3123 Ann Arbor, MI 48104