LakeSentry

LakeSentry

Dark Lake
+
+

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About

DataForge is the only framework to cover all three major data components of data development By combining unique elements within each component with an overall approach, DataForge creates the best foundation for any data design. DataForge Cloud (DFC) is a fully-featured data platform management service built around DataForge It translates the framework into automated developer workflows and provides tools to execute processing on platforms like Databricks and Snowflake. Through a combination of code structure and an event-based workflow engine, DFC fully automates the defining of required processing steps and dependency management. With standardized processing steps comes predictable infrastructure sizing. DFC leverages dynamic allocation and the best cluster/warehouse option at every step to ensure the best performance per cost possible.

About

LakeSentry is cost monitoring and optimization software for teams running Databricks. It connects to your Databricks environment and automatically attributes spend across workspaces, jobs, SQL warehouses, and users, so platform and FinOps teams see exactly where every dollar goes without manual investigation. Beyond visibility, LakeSentry continuously detects cost anomalies and idle waste, and applies optimization actions through a safe, progressive workflow — shadow mode (recommendations only), then manual approval, then optional fully automated execution. Delivered as SaaS with a free tier; paid plans are flat monthly, with no per-DBU surcharge and no per-workspace fees. Feature list: - Automatic cost attribution across workspaces, jobs, SQL warehouses, users - Real-time anomaly and idle-waste detection - Progressive optimization: shadow → manual → autopilot - Databricks-native: Unity Catalog usage and cluster lifecycle aware - Flat pricing, unlimited workspaces

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Organizations wanting an automated code framework tool for data development

Audience

FinOps, Platform Engineers, Cloud engineers, Databricks users

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$2.50 per process
Free Version
Free Trial

Pricing

$250/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

DataForge
Founded: 2023
United State
www.dataforgelabs.com

Company Information

Dark Lake
Founded: 2026
United States
darklakeside.com

Alternatives

Alternatives

FORGE

FORGE

Transvalor
Mistral Forge

Mistral Forge

Mistral AI
Sound Forge

Sound Forge

MAGIX Software

Categories

Categories

Integrations

Databricks
Snowflake

Integrations

Databricks
Snowflake
Claim DataForge and update features and information
Claim DataForge and update features and information
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