Databricks AI Employee - Automate Databricks | Viktor
Databricks AI employee
Viktor is an AI employee that connects to Databricks and helps you run and evaluate LLM and AI infrastructure workloads, running 42 Databricks actions for you like Get Run, Get Job, and Reset Job. Ask in plain English from your workspace; Viktor does the work in Databricks and reports back. Viktor connects with a scoped API key.
What is a Databricks AI agent?
A Databricks AI agent is an AI that connects to your Databricks account and completes work in it - it doesn't just answer questions about Databricks, it takes the actions. Viktor is an AI employee that works in Databricks on your behalf and delivers the finished result to your workspace.
About Databricks
Databricks is the lakehouse company, helping data teams solve the world’s toughest problems.
You ask in your workspace
Describe what you need in plain English
Viktor picks the actions
Selects from 42 Databricks actions, chains them together
Runs in Databricks
Helps you run and evaluate LLM and AI infrastructure workloads - your real data.
- Reports back
What can you ask Viktor to do in Databricks?
Messages you'd actually send. Paste one into your workspace, swap in your specifics, and Viktor takes it from there.
- “Run this batch of documents through Databricks and summarize the results.”
- “Compare Databricks's output on this prompt with what we use today.”
- “Set up a daily job that queries Databricks on new entries and reports back.”
- “Watch Databricks for a cost or latency spike and alert me with the likely cause.”
How does Viktor work with Databricks?
Step 1: Connect your stack
27 native integrations. 3,200+ tools via managed connectors. Most are one-click OAuth, some use API keys - Viktor handles auth and starts working. No webhooks, no Zapier zaps.
Step 2: Tell Viktor what you need
Message Viktor in Slack like you'd message a teammate. "Reconcile this month's invoices and flag anything weird." "Pause Meta campaigns above $40 CPA and move the budget to winners." Plain English, any tool.
Step 3: Viktor operates, you review
Viktor opens the tools, runs the work, and posts back what changed. Sensitive actions wait for your approval. Everything is logged. You stop doing the work and start reviewing it.
What can Viktor do in Databricks?
Ask in plain English from your workspace. Viktor picks the right Databricks actions, runs the work, and reports back. No workflows to build.
- Other
- Upsert Vector Search Index Data
- Synchronize a Delta Sync vector search index in Databricks.
- Job
- Update Job
- Sql Warehouse
- Start/Stop SQL Warehouse by ID.
Viktor uses Databricks together with your other tools
Ask for outcomes that span tools - Viktor pulls from Databricks, cross-references the rest of your stack, and delivers one finished result.
Databricks integration FAQ
Does Viktor integrate with Databricks?
Yes. Databricks is one of the 3,200+ tools Viktor connects to, via a managed connector. Once connected, anyone on your team can put Viktor to work in Databricks from their workspace.