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© COPYRIGHT 2016 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.

Bringing it Home: Tools, Knowledge and Approaches You Can Use

Cheryl MilesJanuary 24, 2017

SLIDE: 2 © COPYRIGHT 2016 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.

The Smith Family


Situation§ Grandmother/mother§ Lives in a rural community§ Fixed income on disability for mental health

issues

Services Need:§ Child Protective Services§ Health Care Needs:

§ Primary/Specialty Care§ Depression & Counseling

§ Transportation§ Child Care§ Adult Service

Mrs. Smith, 56, Spouse Incarcerated


Situation§ Separated from mother§ At risk of removal§ Development issues due to chemical

exposure at birth

Services Need:§ Permanent Mom§ Immunization Screening§ Lead Screening§ Developmental Screening§ B2H for Medically Fragile children§ Parenting Education§ Well Child Visits

Mark Smith, 5, Disabled


Situation§ Teen mother and pregnant with 2nd child§ Known to the Child Welfare§ Transient living situation§ Drug addiction and exploitation

Services Need:§ Health Insurance§ Prenatal Care§ Housing§ Transportation§ Medical referral for substance abuse

Crystal Smith, 19, Pregnant with Drug Use History


Current System

Mrs. Smith, 56 Mark, 5 Crystal, 19

Needs:• Medical referral – Primary care• Medical referral – Specialty care• Medical referral – depression &

counseling• Transportation

Health Plan Child Protective Services

Early Childhood Medicaid Managed Care

HHS

Needs:• Immunization screening• Lead screening• Developmental screening• B2H for Medically Fragile children• Parenting education• Well child visits

Needs:• Health insurance• Prenatal care• Medical Home• Medical Referral for substance abuse• Transportation


Care Coordination Through Interoperability

Mrs. Smith, 56 Mark, 5 Crystal, 19

• Medical referral – Primary care• Medical referral – Specialty care• Medical referral – depression &

counseling• Transportation

• Immunization screening• Lead screening• Developmental screening• B2H for Medically Fragile children• Parenting education• Well child visits• Bridges to Health

• Health insurance• Prenatal care• Medical Home• Medical Referral for substance abuse• Transportation

Hub / Search


Interoperability Problem

Ms. Smith

HealthPlan

Child Protective Services

EarlyChildhood

Medicaid Managed Care

HHS

MarkMs. Smith CrystalMs. SmithMarkMs. Smith MarkMs. Smith

§ Duplicate data§ Inconsistent data§ No 360º view of beneficiary


Care Coordination Through Interoperability

MarkLogic Data Hub

MarkMs. Smith Crystal

§ Consistent data§ Higher quality data§ 360º view of beneficiary


Your Data Is In Silos§ Data is spread across disconnected systems

§ Different formats and structures for similar information

§ Data needs to be delivered in real time

§ Data comes from external sources

§ Data formats are continuously changing

§ Unstructured data is everywhere – PDF, Excel, Word…

THE REALITY


The Challenge With the Relational Approach

The Business Changes, The Requirements Change,The Source Data Changes

1Take a Current State Snapshot

Design the New Data Model

Perform ETL

Create the Indexes

23

4

Build the Application

5

Restart Process6


Traditional Data Integration Is Complex and Fractured§ RDBMS for highly structured data§ Specialized databases for other data types§ ETL and integration software to connect silos§ …and, what about unstructured data?§ …and, what about search?§ …maybe a data lake will help?

UNFORTUNATE REALITY

ETL

OLTP

ARCHIVES

ETL

ETLETL

DATA MARTS

ETL

WAREHOUSE

REFERENCE DATA

ETL

UNSTRUCTURED DATA

ETL

SEARCH

ETL

HADOOP

MAINFRAME

ETL


MARKLOGIC APPROACH TO DATA INTEGRATION

2

3

1

4

1Ingest Data As-Is

2Access the Data

3Harmonize & Enrich the Data

4Operationalize


A complete 360 degree view of program and agency data§ Interoperability Across Programs

§ Better Investigation Capabilities§ Ability to Respond to New Regulatory Situations

§ Real-time Actionable Data§ Ability to include unstructured data: PDF, Excel, social

media, email, +

WHAT GOVERNMENTS WANT

What Might Interoperability Look Like?


Incremental Addition of Data SourcesHHS Agile Modernization

OPERATIONAL APPLICATIONS

SUPPLEMENTAL APPS

&CROSS-

FUNCTIONAL APPS

BIDIRECTIONAL ANALYSISShared APIs and Micro Services

JSON

XMLCW – Foster/Adopt

CW – Parent Support

Juvenile Justice – Detention

JJ – Close to Home

Early Care & Education

Child Welfare & Safety

MDM

Data Lake




Mobile Finder on Map


Mobile Finder on Map


Mobile


Link Analysis with Semantics


Human Services Fraud Example

Land Development Information web applicationhttp://ldip.fairfaxcounty.gov

Fairfax County


Incremental Approach - ABAWD

§ Able Bodied Adults Without Dependents (ABAWD)§ Eligible for benefits such as food, home heating, refugee support§ Must participate in work program to maintain benefits § Disparate systems required monthly spreadsheet scramble § Eliminated spreadsheets, teams process cases faster, security established

(ransom incident) • Built in months, not years• Build upon data framework


Harnessing Data & Reimagining Services

Create New Value from Data

Interoperability

Reduce Risk

Optimize Operations

Lower TCO / Better IT Economics

Better Decision-making

HHS CMS Healthcare.gov


The MarkLogic Solution

RELATIONAL DATABASES

MAINFRAMES

FILE SYSTEMS

ANY OTHER SOURCE

TRANSACTIONAL APPLICATIONS

ANALYTICAL APPLICATIONS

DOWNSTREAM SYSTEMS

FLEXIBLE DATA MODELASK ANYTHING UNIVERSAL INDEX

ENTERPRISE RELIABILITY

An Operational and Transactional Enterprise NoSQL DatabaseThat Integrates Data Better, Faster, With Less Cost

Documents

Bringing it Home: Tools, Knowledge and Approaches You Can Usego.stewardsofchange.com › rs › ... › images › ...MarkLogic.pdf · Land Development Information web application