Unlock the Power of Handwriting Recognition to Optimize Your Business Processes
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Transcript of Unlock the Power of Handwriting Recognition to Optimize Your Business Processes
Unlock the Power ofHandwriting Recognition
to Optimize Your Business Processes
Agenda
Problems We Solve together
Captricity
Overview
The State of Capture
Within Enterprise
CustomerUse Cases
Agenda
Integrations and Business Process
Management
Product Demo
How the Technology
Works
Process Analytic
s
Discussion
Problems We Solve
Security of Extracted ContentPII, Health, Financial
Shred
Handwriting on Structured, Semi- or
Unstructured Content
Accuracy Needed With
OCR Extraction
>95%
Government
HealthInsurance & Financial Services
12 of the Top 20 U.S. Insurers
Non-Profit
Customers
The State of Capture in Enterprise
The majority of critical business processes still rely on paper…
It is still common practice to have people type HANDWRITTEN information from paper forms into downstream systems.
Manual data entry processes are error-prone, time consuming, and expensive.
Analytics teams are unable to access the most valuable legacy customer data from documents.
Problems Organizations Face
01
02
03
04
Manual Data Entry
• Prone to human error • Requires multiple reviews to avoid rework• Slow responses contribute to poor service• Expensive to train and hard to scale• Only works during regular business hours
OCR• Requires >95% accuracy• Fails to effectively recognize
handwriting• Expensive, license-based model
(hard to scale)• Maintenance and updates require IT
resources• Lacks end-to-end business/workflow
logic
The Challenges With Traditional Solutions
Captiva/Datacap/Kofax
• Typically on premise• Complex deployment and configuration• Requires a team for Q/A due to 70-75%
accuracy• High annual support costs• Costly and complex back-end integrations
Captricity & Zia
• Cloud based with high security standards
• In production in weeks, not months• 99.5%+ accuracy on structured, semi-
structured, and unstructured content• Straight-thru processing• Simple pricing model• Easy integrations
How Do Our Solutions Compare? They Don’t.
USE TO INDEX YOUR DOCUMENTS USE TO PROCESS YOUR DOCUMENTS
Use Cases: Operations and Analytics
• Contract change requests
• Collateral forms• Withdrawal forms• Death certificates
• Applications/Enrollment forms (new business)
• Change forms• Claims forms• Electronic payment
authorizations
Analytics use cases involve using Captricity on archived/historic
documents to unlock missing or unavailable data.
Operational use cases involve using Captricity day-to-day, eliminating manual entry.
Familiar forms and workflows:
Value Delivered
Same-day turnaround time;
time-to-value <30 days
Cost savings of 50–70%+;return on investment <3–8 months
Enterprise-grade security;100% HIPAA
compliant
Infinite, elastic platform scalability
Significant data accuracy improvement
(99.5%+, even on handwriting)
The True Value of CaptricityProcessing Work With
Traditional Capture and Indexing
Processing Work After Captricity
Case Creation, Data Entry, & Clerical
38%Low Value
42.5% Moderate
Value
19.5%High ValueUtilization
Analysis &Decision Making
Information Compilation,Inventory, &
Performance Management
Analysis &Decision Making
Information Compilation, Inventory, & Performance Management
Case Creation, Data Entry, & Clerical
73%High ValueUtilization
10%Low Value
17% Moderate
Value
Operational Use Case
CHALLENGE:Digitize large amounts of life insurance application forms during peak business season when receiving thousands per month through scans and emailed PDFs. Processing teams are bogged down processing simplistic applications that don’t really need their review.
SOLUTION:Provide straight-thru processing of applications allowing them to skip the queue and the processors to focus on more high-value tasks.
Operational Efficiency:Streamlining the Onboarding Process
Analytics Use Case
CHALLENGE:No easy access to cause-of-death data from death certificates which are submitted along with death claims but typically filed away without further analysis. (100s of potential templates to identify, sort, and capture)
SOLUTION:Enabled big-data analytics for underwriting innovation to, specifically, improve fraud detection capabilities leveraging patterns found in historical customer data.
Analytics Enablement:Extracting Data from 1M+ Death Claims
Captricity Provided Access to 20M+ New Data Points
How it Works
The Digitization Process
3.) Format & Deliver2.) Validate, Verify & Enrich1.) Capture, Sort & Shred
Shreddr™ Technology: Secure by Design
Enhance Data
Discover Data Remediation Opportunities: Addresses
Example: Incorrect: 28263 HH Williams Rd, Angie, LA 70436
Correct: 28263 H H Williams Rd, Angie, LA 70426-
1823
Address verification and correction via web APIAble to improve:• Unstandardized addresses• Zip codes• Match street, city, and state data• Verify entire address is correct
Key Insight: 41% of addresses were
improvable, 12% were invalid
Handwritten Address Data: ✘
Discover Data Quality Issues: Phone
Phone Number Data:
Key Insight: 91% of phone numbers listed above “home phone number”
were not landlines.
Phone number verification via web phone validation APIAble to verify:
• Mobile vs. landline• Active vs. inactive• Registered name• Carrier
✘
Legacy Systems and Integrations
What is Business Process Automation?
Process model to orchestrate on-site patient visit designed with
BPMN editor and powered by BPM engine
Data Enrichment – Link input data to
enrichment/validation actions
Where to from here….next steps.
A Model for Process Optimization: Process Analytics
Identify Workflow
Collect Inputs Run POC Analyze DataCustomer selects a workflow to use as a starting point to build a clear business case around
Customer provides batch of sample forms (1K+)
Both parties determine critical data fields
Discover basic business rules
Sample forms run through Captricity’s crowd-guided digitization platform
Captricity’s data science team performs analysis of sample data
• Form design• Meta data analysis• Errored Submissions• Data validation• Data enrichment• Fraud detection• Intelligent delivery
Step-by-Step Project: 1–2 Weeks
Questions?
Thank You.
For more informationziaconsulting.com
(888) 732-4101