# Genie Forge for Databricks Genie

> Genie Forge helps teams set up, evaluate, refine, and promote Databricks Genie Spaces using context and usage evidence already available in the workspace.

Source: https://8fde.ai/products/genie-forge

---

# Genie Forge

Give every team a faster, more reliable way to build Databricks Genie Spaces without specialized expertise.

[Book a demo→](https://calendar.app.google/ie9WbzuCCNpf6SF58)

60–70%

**Less Setup Effort**

Cut the manual work needed to move from tables to a usable Genie Space.

25–30h

**Manual Baseline**

Typical team time spent gathering context, shaping setup, and preparing first evaluations.

+15–25%

**Accuracy Uplift**

Improve answer quality by giving Genie clearer business context before rollout.

## Why teams need it

A useful Genie Space needs business context, but adding it manually takes skilled team time.

- Gather and explain business definitions.
- Apply specialized Genie setup knowledge.
- Manually evaluate and tune the setup.

## How teams use it

A team provides a short brief and a list of tables. Genie Forge handles the rest automatically.

- Gather context from usage history.
- Create evaluation benchmarks.
- Auto-refine the setup using evaluation feedback.

## Why it’s better

Genie Forge turns manual configuration into a fully automated, reviewable workflow.

- Workspace history and metadata shape the initial setup.
- Evaluation exposes incorrect answers before rollout.
- Auto-Refine automatically improves the Space.

## Workflow

Historical Usage Analyzes existing query history and workspace activity to learn how teams use their data.

AI-Powered Setup Generates business context, table and column descriptions, relationships, and starter instructions.

Autorefine Uses evaluation feedback to improve context, instructions, and answer quality through repeated refinement.

Eval Tests expected business questions against a benchmark to measure accuracy and expose weak answers.

Optimized Genie Space Produces a reviewed Genie Space with clearer business context and more reliable answers.

Links

- [Genie Forge in Databricks partner solutions](https://www.databricks.com/blog/cross-industry-technology-and-functional-genie-partner-solutions)
- [Watch the Genie Forge demo](https://www.youtube.com/watch?v=TYfCrGrOZcc&t)
- [Why we built Genie Forge](https://www.linkedin.com/pulse/genie-forge-accelerating-space-deployment-oleg-mikhov-deque/?trackingId=%2BsHxvebQSEKb5lQ4iw%2FOag%3D%3D)