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John P. Frost CRM, FAI
Your Current Situation…
•  Source: ZDNet
•  Source: US News
•  Data volume
doubles every
18-24 months1
•  $4M to store 1
Petabyte of data2
•  eDiscovery costs
$18,000 per
gigabyte3
13%
17%
22%
26%
22%
3
How much unmanaged
data do you
have in your organization?
More than 1000 TB 500 TB - 1000 TB
100 TB - 500 TB I don't know
Less than 100 TB
How it works…
Matching
Categories list and
Relevancies
(Scores)
Auto Classification
Engine
Corpus
(Categorized)
The strategic
value of this
market is
paramount to
ORG
C: 0.97,
B: 0.54,
A: 0.12,
L
The strategic
value of this
market is
paramount to
ORG
Audit
Training
(Teach)
Feedback
C
The core market
for this new
product has been
defined as
such by ORG
A
IP is
essential
A
Legal is
currently
requiring
full approval
B
Engineering
requires clear
requirements
C
Strategy is
Important to
the marketing
team
Refine Taxonomy: Goldilocks Approach
•  Environmental, Health &
Safety
•  Facilities Management
•  Finance & Accounting
•  Human Resources
•  …
•  Business Record
TooSimple
Smart
TooComplex
•  Environmental, Health & Safety
•  Accidents & Injuries
•  Enviro Testing & Monitoring
•  Hazardous Materials Warnings
•  Workplace Safety Testing
•  Facilities Management
•  Facilities Design & Construction
•  Maintenance & Repair
•  Finance & Accounting
•  Accounting General
•  Payables & Receivables
•  Premiums Rec’d & Claims Paid
•  Banking Acct Setup
•  Banking General
•  Budgets
•  Collections & Bad Debts
Eliminate ROT
Volume Relevance
Action
Filter3
Filter2
Filter1
Eliminate the ROT
Remediate PII
Auto-Classify
Records
- Be Aware of Legal Holds!
2020 2019 201820212022 2017
Records Business/User ValuableROT:
Risky
Outdated
Trivial
Test and Optimize
Human Oversight
Internal emails declared by sender on SEND
NO ACTION REQUIRED
External email received are auto classified
NO ACTION REQUIRED
External email missed by auto classifier
ACTION REQUIRED < 2% of email
Human Oversight Makes Auto
Classification Possible
Level of Effort to TrainLow High
With Without
Level of Effort to TestLow High
With Without
Time to BenefitFast If Ever
With Without
•  Scan and Capture
•  Ongoing Fileshare,
SharePoint, Box, or ECM
Repository Usage
Email Policy
Records Work In Progress Transient
John P. Frost CRM, FAI
John Frost, Integro - #InfoGov17 - Auto-Classification with Human Oversight for Email Governance

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John Frost, Integro - #InfoGov17 - Auto-Classification with Human Oversight for Email Governance

  • 1.
  • 2. John P. Frost CRM, FAI
  • 3.
  • 5. •  Source: ZDNet •  Source: US News
  • 6. •  Data volume doubles every 18-24 months1 •  $4M to store 1 Petabyte of data2 •  eDiscovery costs $18,000 per gigabyte3
  • 7. 13% 17% 22% 26% 22% 3 How much unmanaged data do you have in your organization? More than 1000 TB 500 TB - 1000 TB 100 TB - 500 TB I don't know Less than 100 TB
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  • 10. How it works… Matching Categories list and Relevancies (Scores) Auto Classification Engine Corpus (Categorized) The strategic value of this market is paramount to ORG C: 0.97, B: 0.54, A: 0.12, L The strategic value of this market is paramount to ORG Audit Training (Teach) Feedback C The core market for this new product has been defined as such by ORG A IP is essential A Legal is currently requiring full approval B Engineering requires clear requirements C Strategy is Important to the marketing team
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  • 14. Refine Taxonomy: Goldilocks Approach •  Environmental, Health & Safety •  Facilities Management •  Finance & Accounting •  Human Resources •  … •  Business Record TooSimple Smart TooComplex •  Environmental, Health & Safety •  Accidents & Injuries •  Enviro Testing & Monitoring •  Hazardous Materials Warnings •  Workplace Safety Testing •  Facilities Management •  Facilities Design & Construction •  Maintenance & Repair •  Finance & Accounting •  Accounting General •  Payables & Receivables •  Premiums Rec’d & Claims Paid •  Banking Acct Setup •  Banking General •  Budgets •  Collections & Bad Debts
  • 15. Eliminate ROT Volume Relevance Action Filter3 Filter2 Filter1 Eliminate the ROT Remediate PII Auto-Classify Records - Be Aware of Legal Holds!
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  • 18. 2020 2019 201820212022 2017 Records Business/User ValuableROT: Risky Outdated Trivial Test and Optimize
  • 19. Human Oversight Internal emails declared by sender on SEND NO ACTION REQUIRED External email received are auto classified NO ACTION REQUIRED External email missed by auto classifier ACTION REQUIRED < 2% of email
  • 20. Human Oversight Makes Auto Classification Possible Level of Effort to TrainLow High With Without Level of Effort to TestLow High With Without Time to BenefitFast If Ever With Without
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  • 22. •  Scan and Capture •  Ongoing Fileshare, SharePoint, Box, or ECM Repository Usage Email Policy Records Work In Progress Transient
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  • 25. John P. Frost CRM, FAI