Genie Forge

Genie Forge

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Trust at the speed of launch

Genie Forge

The hard part isn't launching a Genie space.

It's launching one people trust.

Genie Forge
The problem

Three things make Genie setup fragile before launch.

False Simplicity

Launching Genie is easy, but setting it up well is not obvious, it requires proper expertise.

Routine Validation

Roughly 75% of the effort happens after setup, when teams test real questions, compare ground truth, and tune answers.

Weeks, Not Clicks

One trusted space can take 4-6 weeks of SME-led setup, evaluation, and iterative tuning before production.

Genie Forge
The solution

Automated Agentic Setup & Optimization

From raw tables to a trusted Genie Space — setup, evaluate, refine automatically.

Historical Usage
AI-Powered Setup
Eval
Autorefine
Optimized Genie Space
D
Databricks - Source Tables
Raw business data
Schema, metadata, samples
D
Databricks - System Tables
Usage patterns
Relevance and relationships
GH
GitHub / Git
Branch-based workspace variants
Versioned candidate builds
T1A
Genie Forge Agent
- History-aware build
- Semantic shaping
- Autorefine loop
D
Semantic Layer
Business-readable shaping between
raw tables and Genie
ML
MLflow
Experiment tracking
Runs, prompts, scores, comparisons
D
Databricks - Genie Space
- Improved baseline
- Cleaner semantic layer
- Trusted user experience
Automatic profile
source data
Extract historical
patterns
Branch and
version variants
Semantic isolation Evaluate a new variant Evaluation score of the variant Promote strongest candidate
Genie Forge
The flow

Setup becomes an auditable build line.

Every stage is explicit, reviewable, and easy to reason about.

Validate
request
done
Discovery
done
Semantic
model
done
Genie
Space
done
Evals
4/4
Autorefine
running
Genie Forge
Durable value

Three ways Genie Forge creates measurable value.

60–70%

Faster Setup

Less setup effort, saving 15–20 hours per space.

+10–15%

Usage-Led Design

Builds spaces around real business questions and usage patterns.

+5–10%

Autorefine

Tests and refines configuration for additional accuracy uplift.

Genie Forge
Demo

See Genie Forge in action.

From raw tables to a trusted Genie Space — the full setup and refinement workflow.

Genie Forge
Next step

Every team gets a Genie they can trust.

01 Learn how trusted Genie setup actually works.
02 Enable your teams with Genie Forge and a repeatable model.
03 Let us co-build or deliver the first trusted spaces for you.

Not one fixed delivery model.
We equip your team, build with them, or deliver the first trusted rollout.

Plan your Genie rollout
We'll scope the right enablement model for your teams, use cases, and goals.