1. Accenture AI Testing Services
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Teach and Test Methodology

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
Copyright © 2018 Accenture. All rights reserved.

3. Regulatory/ Political Compliance
cue Responsible AI Successful AI implementations require more than Technology
Regulatory/ Political Compliance
Human at the Center
Ethical Design
To harness AI advances, it is imperative that we do so with responsibility, including testing.
Copyright © 2018 Accenture. All rights reserved.

4. SOFTWARE TESTING LIFECYCLE
Typical testing LIFECYCLE scenarios tested are finite and defined in advance
REQUIREMENTS ANALYSIS
TEST CYCLE CLOSURE
TEST PLANNING
SOFTWARE TESTING LIFECYCLE
TEST EXECUTION
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.

6. AI TESTING LIFECYCLE Requires a different approach
REQUIREMENTS ANALYSIS
TEST CYCLE CLOSURE
TEST PLANNING AI
TESTING LIFECYCLE
TEST
TEACH
TEST EXECUTION
TEST DESIGN/
TEST DATA PREPARATION
Copyright © 2018 Accenture. All rights reserved.

7. Accenture’s Teach and Test Methodology for AI Testing
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. Learn more about Responsible AI
Key Contact
Kishore Durg
Accenture Testing Services
@kishore_durg
Learn more about Responsible AI
Copyright © 2018 Accenture. All rights reserved.