Deploying Generative AI in Industry
Organizations face a spectrum of choices when adopting GenAI. This section explores the trade-offs between consuming ready-made APIs, customizing via RAG, or building proprietary models from scratch. Select a card below to see details.
Select a Strategy:
Trade-off Analysis
Comparison of Cost, Control, and Complexity
Select a strategy...
Click on a strategy on the left to see specific implementation details, pros, and cons.
Types of Generative Models
GenAI is not just text. It encompasses images, audio, video, and more. Explore the different modalities below to understand their applications and maturity.
Market Maturity Estimate
From GenAI to Agentic AI
The technology is shifting from passive "Question & Answer" models to autonomous "Agents" that can reason, plan, and execute tasks using tools.
1. Foundation Models
Passive generation based on prompts.
2. RAG & Embedding
Connecting models to live, private data.
3. Agentic AI
Reasoning loops, tool use, and autonomy.
Select a Stage
Click on the timeline steps to understand how AI capabilities are expanding.
Navigating Challenges
Deployment is not without risk. Understanding challenges like hallucinations and bias is crucial to implementing effective mitigation strategies.
Key Challenges (Hover to Mitigate)
Mitigation Strategy
Hover over a challenge
Discover how to solve these problems.