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ACCENTURE AI
TESTING
SERVICES
Powered by our
Teach and Test Methodology
Copyright © 2018 Accenture. All rights reserved. 2
AS ORGANIZATIONS
EMBRACE AI, IT IS
CRITICAL TO FIND
BETTER WAYS TO
TRAIN AND SUSTAIN
THESE SYSTEMS —
SECURELY AND WITH
QUALITY.... Bhaskar Ghosh
Group Chief Executive
Accenture Technology Services
“
”
CUE RESPONSIBLE AI
SUCCESSFUL AI IMPLEMENTATIONS
REQUIRE MORE THAN TECHNOLOGY
Copyright © 2018 Accenture. All rights reserved. 3
HUMAN AT THE
CENTER
REGULATORY/
POLITICAL
COMPLIANCE
ETHICAL
DESIGN
TO HARNESS AI ADVANCES, IT IS IMPERATIVE THAT
WE DO SO WITH RESPONSIBILITY, INCLUDING TESTING.
Copyright © 2018 Accenture. All rights reserved. 4
TYPICAL TESTING LIFECYCLE
SCENARIOS TESTED ARE FINITE
AND DEFINED IN ADVANCE
SOFTWARE
TESTING
LIFECYCLE
TEST
EXECUTION
REQUIREMENTS
ANALYSIS
TEST CYCLE
CLOSURE TEST
PLANNING
TEST DESIGN/
TEST DATA
PREPARATION
Copyright © 2018 Accenture. All rights reserved. 5
TESTING AI SYSTEMS
PRESENTS A
COMPLETELY NEW SET
OF CHALLENGES... AI
SYSTEMS REQUIRE A
LIMITLESS APPROACH
TO TESTING. Kishore Durg
Senior Managing Director
Growth & Strategy and
Global Testing Services Lead
Accenture Technology Services
“
”
Copyright © 2018 Accenture. All rights reserved.
AI TESTING LIFECYCLE
REQUIRES A DIFFERENT
APPROACH
AI
TESTING
LIFECYCLE
TEST
EXECUTION
REQUIREMENTS
ANALYSIS
TEST CYCLE
CLOSURE TEST
PLANNING
TEST DESIGN/
TEST DATA
PREPARATION
TEST TEACH
6
Copyright © 2018 Accenture. All rights reserved. 7
ACCENTURE’S TEACH AND TEST
METHODOLOGY FOR AI TESTING
TEACH
Consists of teaching or
training the system to
produce a set of outputs
by learning patterns in
the training data through
various algorithms
TEST
Involves validation of the
system outputs both on
test data and in
production to check
accuracy and evaluate
the efficacy of the
system
Copyright © 2018 Accenture. All rights reserved. 8
OUR TEACH AND TEST
APPROACH
BEST PRACTICE
GUIDANCE
METHODOLOGY MONITORING &
EVALUATION
INNOVATIVE
TECHNIQUES &
TOOLS
Copyright © 2018 Accenture. All rights reserved. 9
KEY
CONTACT
Kishore Durg
Accenture Testing Services
@kishore_durg
Learn more about Responsible AI

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Accenture AI Testing Services

  • 1. ACCENTURE AI TESTING SERVICES Powered by our Teach and Test Methodology
  • 2. Copyright © 2018 Accenture. All rights reserved. 2 AS ORGANIZATIONS EMBRACE AI, IT IS CRITICAL TO FIND BETTER WAYS TO TRAIN AND SUSTAIN THESE SYSTEMS — SECURELY AND WITH QUALITY.... Bhaskar Ghosh Group Chief Executive Accenture Technology Services “ ”
  • 3. CUE RESPONSIBLE AI SUCCESSFUL AI IMPLEMENTATIONS REQUIRE MORE THAN TECHNOLOGY Copyright © 2018 Accenture. All rights reserved. 3 HUMAN AT THE CENTER REGULATORY/ POLITICAL COMPLIANCE ETHICAL DESIGN TO HARNESS AI ADVANCES, IT IS IMPERATIVE THAT WE DO SO WITH RESPONSIBILITY, INCLUDING TESTING.
  • 4. Copyright © 2018 Accenture. All rights reserved. 4 TYPICAL TESTING LIFECYCLE SCENARIOS TESTED ARE FINITE AND DEFINED IN ADVANCE SOFTWARE TESTING LIFECYCLE TEST EXECUTION REQUIREMENTS ANALYSIS TEST CYCLE CLOSURE TEST PLANNING TEST DESIGN/ TEST DATA PREPARATION
  • 5. Copyright © 2018 Accenture. All rights reserved. 5 TESTING AI SYSTEMS PRESENTS A COMPLETELY NEW SET OF CHALLENGES... AI SYSTEMS REQUIRE A LIMITLESS APPROACH TO TESTING. Kishore Durg Senior Managing Director Growth & Strategy and Global Testing Services Lead Accenture Technology Services “ ”
  • 6. Copyright © 2018 Accenture. All rights reserved. AI TESTING LIFECYCLE REQUIRES A DIFFERENT APPROACH AI TESTING LIFECYCLE TEST EXECUTION REQUIREMENTS ANALYSIS TEST CYCLE CLOSURE TEST PLANNING TEST DESIGN/ TEST DATA PREPARATION TEST TEACH 6
  • 7. Copyright © 2018 Accenture. All rights reserved. 7 ACCENTURE’S TEACH AND TEST METHODOLOGY FOR AI TESTING TEACH Consists of teaching or training the system to produce a set of outputs by learning patterns in the training data through various algorithms TEST Involves validation of the system outputs both on test data and in production to check accuracy and evaluate the efficacy of the system
  • 8. Copyright © 2018 Accenture. All rights reserved. 8 OUR TEACH AND TEST APPROACH BEST PRACTICE GUIDANCE METHODOLOGY MONITORING & EVALUATION INNOVATIVE TECHNIQUES & TOOLS
  • 9. Copyright © 2018 Accenture. All rights reserved. 9 KEY CONTACT Kishore Durg Accenture Testing Services @kishore_durg Learn more about Responsible AI