BerriAI / litellm
github.com·3d ago
Developer Tools
Databricks Blog·10d ago·5 min read
How to choose your first Genie Agents for maximum impact
TL;DR
Choosing the right initial Genie Agents is crucial for scaling adoption and maximizing impact. A five-criteria rubric helps teams prioritize workflows effectively.
✦ Why It Matters
Implement the five-criteria rubric today to prioritize your first Genie Agents effectively.
Key Takeaways
- Use a five-criteria rubric to evaluate potential Genie Agents.
- Focus on agents with high impact and demand for initial builds.
- Assess data readiness to ensure successful implementation.
- Learn from real-world examples to guide your decision-making.
Full Summary
With over 1 million Genie Agents created in 2026, data teams face the challenge of selecting which agents to build first. The right choice can create a positive feedback loop, where successful agents generate trust and demand for future agents.
To aid in this decision, a five-criteria rubric is proposed, evaluating potential agents based on impact, demand, data readiness, scope, and governance. This framework allows teams to quickly rank candidate workflows and identify those that should be built immediately, shaped first, or put on hold.
Real-world examples from various industries illustrate how this approach can lead to successful agent rollouts, ensuring that teams start with the most promising pilots.