Data Integrity

ONE PRIORITY FOR FOUR INDUSTRY'S

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WHY DATA INTEGRITY?

Data integrity is an enabler to establish trust in data.
Trusted data is essential to data sharing.

"Data Integrity is the maintenance of, and the assurance of, data accuracy and consistency over its entire life cycle"

Achieving and maintaining data integrity is difficult, complex, and time-consuming.

It can apply to a single data element, to a file, and complete data resource

Our Polluted River Metaphor is helpful for achieving and maintaining data integrity.

A group of people sitting in front of computer monitors.

Our SPECIALIZATION SINCE 1968

Our extensive experience developing Data Integrity tools and solutions benefit customers in multiple challenging industries.
Our Intellectual Property paved the way for satisfying the demanding requirements of Military Weapon Systems, where data errors result in loss of life.

ONE PRIORITY FOR FOUR INDUSTRY'S: DATA INTEGRITY

NOTABLE ACHIEVEMENTS IN DATA INTEGRITY


  1. AUTOMOTIVE: FOR VEHICLE PRICING AND WEB LISTING FOR MAJOR AUTOMOTIVE MANUFACTURER: CURATED, REPAIRED, AND VALIDATED INTEGRITY OF AUTOMOBILE INSPECTION DATA


  2. BIOMETRICS: FOR MILITARY BASE SECURITY AND IDENTIFICATION OF FRIEND OR FOE: CURATED, REPAIRED, AND VALIDATED INTEGRITY OF SOURCE DATA FOR SHARING WITH OTHER COUNTRIES


  3. MILITARY: US DEPARTMENT OF DEFENSE: FOR CONDUCTING MILITARY OPERATIONS WORLDWIDE: CURATED, REPAIRED AND VALIDATED  DATA FOR WEAPON SYSTEMS TACTICAL SETTINGS DATA


  4. DATA SHARING: SUPPORTING  AUTHORITATIVE DATA SOURCES WITH METHODS AND TOOLS TO ACHIEVE AND MAINTAIN DATA INTEGRITY
All
  • 1-Automotive Data integrity Suite
magenta square with text "GMVIW Checker"

Certificates Enabled

GMVIWCheker GMVIWCheker powered by DATAMRI performs content validation of General Motors Vehicle VIW files in xml format Compliant with GMVIW
magenta square with text "GMVIW Val"

Certificates Enabled

GMVIWVal performs the validation General Motors Vehicle Condition Reports in xml format based on XSDplus Compliant with GMVIW
magenta square with text "GMVIW Val XSD"

Certificates Enabled

GMVIWValXSD GMVIWValXSD validates General Motors Vehicle Condition Reports in xml format based on XSD rules Compliant with GMVIW
Blue square with magnifying glass clip art and text "VIW"

Certificates Enabled

GMVIW Certifier GMVIW Certifier  application that performs the validation of General Motors Vehicle Condition Reports in xml format based on XSDplus Compliant with GMVIW
Yellow green square with text "NAAA Val"

Certificates Enabled

NAAAVal NAAAVal performs the validation of National AUTO AUCTION ASSOCIATION  inspection report files based on XSDplus Compliant with NAAA Electronic Condition Report standard
Yellow green square with text "NAAA Val XSD"

Certificates Enabled

NAAAValXSD NAAAValXSD validates National AUTO AUCTION ASSOCIATION  inspection reportS in xml format based on XSD rules Compliant with NAAA
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ECRCheker

Electronic Condition Reports accuracy and completeness checking and grading Compliant with NAAA Electronic Condition Report standard
blue square with "NAAA" text

Certificates Enabled

NAAA Certifier NAAA Certifier application that performs the validation of National AUTO AUCTION ASSOCIATION  inspection reportS based on XSDplus Compliant with NAAA Electronic Condition Report standard
green square with text "NAAA Grade"

NAAA Grading

NAAA Grading performs the calculation of cars condition grade based on damages selected from dropdown lists Compliant with NAAA Grading
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NAAA Grading Test Bench

NAAA Grading Test Bench performs the calculation of cars condition grade based on damages observed during the inspection Compliant with NAAA Grading
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AIAG

Automotive Industry Action Group Quality Measurement Data (QMD) checking Compliant with QMD standard
blue square with text "AIM 99% VAL"

AiM99%Val

AiM99%Val performs the validation of AiM xml inspection report files based on XSDplus
Purple square with text "NIEM VAL"

NIENVal

NIEMVal validates National Information Exchange Model ITL files based on XSD plus rules
Purple square with text "FBi EBTS Val"

FBIEBTSVal

FBIEBTSVal validates US Federal Bureau of Investigation EBTS files based on XSD plus rules
dark blue square with text "NIST ITL 99% Conformance"

NIST ITL99% Conformance

National Institute of Standards and Technology ITL99%Conformance validates ITL files based on XSD plus rules
brown square with text "FBi EBTS 99% Val"

FBIEBTS99%Val

FBIEBTS99%Val validates US  Federal Bureau of Investigation EBTS files based on XSD plus rules
Green square with text "DoD EBTS 99% Val"

DoDEBTS99%Val

DoDEBTS99%Val validates US Department of Defense  EBTS files based on XSD plus rules
light blue square with text "EBTS"

EBTSChecker

Electronic Biometric Transmission Specification syntax , structure and content validation on xml and text files powered by DATAMRI Compliant with FBI EBTS version 9.3 and version 8.0.0.2
dark green square with text "LDIF Val"

LDIFVal

LDIFVal validates  US ARMY Light Weight Directory File , files based on XSD plus rules
Blue green square with text "UIC Val"

UICVal

UICVal validates  US ARMY Unit Identification Code values based on data element rules
Violet square with text "URN Val"

URNVal

URNVal validates US ARMY Unit Reference Number values based on data element rules
Yellow box with text "DIFF"

Certificates Enabled

DIFFCheker File comparison on text, table and database files
purple box with text "DATATIVITY"

Datativity

Data Elements validation and Data Profiling analysis Implements data elements definitions that are based on ISO/IEC 11179 standard
purple box with text "DATATIVITY Light"

Datativity Lite

Data Profiling analysis
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ADS Framework

Authoritative Data Source file comparison and analysis, data profiling and model profiling on text, table, and database files
Blue square with text "DATAMRI"

DATAMRI

Data Integrity Rules engine with customizable rules

D) APPLICABLE US PATENTS ISSUED

1-System and Method for Signaling Quality and Integrity of data content

2-Business Method For Determining Quality and Integrity of data content

E) RELEVANT PUBLICATIONS

1-BOOK PUBLISHED (ON AMAZON)

A book cover with several different military related images.

2-GOOGLE SCHOLAR AND MIT(MASSACHUSETTS . INSTITUTE OF TECHNOLOGY)

GOOGLE SCHOLAR
55 CITATIONS OF OUR DATA INTEGRITY PUBLICATIONS

-MIT SYMPOSIUM PUBLICATIONS ON MISSION CRITICAL DATA INTEGRITY

INVITED PRESENTER FOR YEARLY MIT SYMPOSIA TO SHARE WITH INDUSTRY OUR ADVANCES IN MILITARY WEAPON SYSTEMS DATA INTEGRITY

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We look forward to hearing from you.
For further interests in Symbolic Systems and our activities:

SOFTWARE DESIGN
WE SPECIALIZE IN COMPUTER SOFTWARE DESIGN FOR INDUSTRIAL AND COMMERCIAL APPLICATIONS.