Dynatrace Intelligence agentic and generative AI FAQ — Dynatrace Docs

What comprises the "hypermodal" foundation of Dynatrace Davis AI?

Predictive, causal, and generative AI

Which AI type is deterministic and provides the root cause of issues?

Causal AI

What is the official name of the generative AI assistant in the Dynatrace platform?

Davis CoPilot

What is the primary function of Predictive AI in Dynatrace?

Forecasting and anomaly detection

How does Dynatrace ground generative AI responses?

Using Causal AI and context from the Grail data lake

What characterizes "agentic AI" workflows?

The ability to autonomously perform actions and trigger orchestrations

What ensures customer data is not used for training public large language models?

Privacy guardrails and security protocols

What is the underlying data lakehouse platform used by Dynatrace Intelligence?

Grail

Is Davis CoPilot enabled automatically for all customers?

No, it is an opt-in feature

Which language is generated by Davis CoPilot for data analysis?

Dynatrace Query Language (DQL)

What component provides the topological mapping of an environment?

Smartscape

How does Dynatrace handle sensitive information before sending it to an LLM?

Data masking at the source

What is the core goal of using Causal AI with Generative AI?

Combining conversational interfaces with fact-based, precise answers

What visual documents can be created with Davis CoPilot assistance?

Dashboards and Notebooks

How does Davis AI minimize AI hallucinations?

By relying on deterministic data sources rather than purely probabilistic ones

What does the "human-in-the-loop" approach require?

User verification and approval of AI-generated content

What tool provides automatic discovery of applications and infrastructure?

OneAgent

What describes the nature of Large Language Models (LLMs)?

Probabilistic

In the context of AIOps, what does Dynatrace focus on for issue resolution?

Precise answers and intelligent automation

What deployment model is primarily supported for these AI features?

Dynatrace SaaS

What is a key benefit of using Agentic AI for SREs?

Automated root-cause isolation and incident response

Can users customize or refine Davis CoPilot queries?

Yes, they can provide manual feedback and refinement

What security standard does Dynatrace apply to its AI infrastructure?

Enterprise-grade security and strict privacy policies

What is the collective name for Dynatrace's AI-driven capabilities?

Dynatrace Intelligence