Launching LLM-Based Products: From Concept to Cash in 90 Days

Aggregage 217 views 18 slides Sep 24, 2024
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About This Presentation

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch & sales of products within 90 days! This exclusive webinar will cover building a prototype, going live & se...


Slide Content

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Understanding LLMs vs Traditional Software
Rule-Based vs.
Data-Driven
Unique
Capabilities of
LLMs
Shift in
Development
Mindset

Building Effective Prototypes
Clear Objective
Validate
Assumptions
Rapid Iteration
Cycles

Designing for Usability
Key UX Principles for LLMs
AI Transforming Design
Enhancing User Interaction

Strategies for Securing Buy-In
Communicate the
Value Proposition
Align with
Business Goals
Overcome
Skepticism and
Resistance

Establishing Realistic Expectations
Performance Benchmarks
Capabilities and Limitations
Expectations

Implementing Robust Guardrails
Hallucinations
Monitoring and Mitigating Errors
Data Quality and Model Tuning

Ensuring Fairness and Reliability
Addressing Biases
Building User Trust
Compliance

Practices for Ongoing Maintenance
Regular Updates
and Monitoring
Incorporating User
Feedback
Planning for
Scalability from
the Outset

Creating an AI-Embracing Culture
Collaboration
Training
Innovation Teams

Takeaways
Rapid
Development
User-Centric
Prototyping and
Design
Stakeholder
Engagement
Implementing
Safeguards
Maintenance and
Scaling
Fostering an
AI-Embracing
Culture