+ Open Source
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Defog

Defog.ai: Fine-tuned LLM for Enterprise Data Analysis

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Overview

Deploy a fine-tuned LLM model for data analysis on your enterprise data.

Focus Area

Enterprise Text-to-SQL & Natural Language Database Analytics Agent

Core Features & Capabilities

On-Premise Text-to-SQL Fine-Tuning: Trains fine-tuned open-source SQL models on enterprise schemas with 99%+ accuracy.
Zero Data Exposure Architecture: Operates fully inside company VPC/on-premise servers to guarantee data privacy.
Conversational BI Integration: Embeds natural language database querying directly into Slack, Teams, or custom dashboards.

Best For

Accelerating development with AI code suggestions
Generating boilerplate and unit tests
Business Owners

Integrations

GitHubAWSSnowflakePostgresLinkedInGPT-4

Architecture & Security

Enterprise Open-Source LLM Architecture: Fine-tuned SQL models deployable via Docker/Kubernetes on company servers.

Pricing Details

Enterprise Custom: Contract pricing calibrated per database schema scale and enterprise deployment model.

Quick Info

PricingSubscription
ComplexityIntermediate
DeploymentSelf-hosted
Time to ValueSetup required
API AvailableNo
Free TrialNo
Open SourceYes

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