LakeSentry

LakeSentry

Dark Lake
OneLens

OneLens

Astuto
LakeSentry OneLens

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LakeSentry:

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
OneLens:

About

OneLens is a cloud financial management and cost optimization platform for engineering, FinOps, finance, and platform teams. It combines billing and usage data from cloud providers, Kubernetes environments, GPU infrastructure, AI services, and custom cost sources in a shared view. Teams can analyze spend by account, service, cluster, namespace, workload, model, team, or business unit; allocate costs for showback and chargeback; and monitor budgets, forecasts, and anomalies. The platform identifies infrastructure and workload efficiency opportunities, including rightsizing and idle capacity. Policy-based governance, alerts, approvals, and workflow automation help route findings to owners and manage corrective actions. OneLens also tracks AI token and inference usage alongside supporting cloud infrastructure costs to help teams understand and allocate the cost of AI applications.
LakeSentry:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
OneLens:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
LakeSentry:

Audience

FinOps, Platform Engineers, Cloud engineers, Databricks users
OneLens:

Audience

FinOps, platform, DevOps, and engineering teams at cloud-native companies that run Kubernetes and AI workloads and want to cut cloud spend. It fits mid-market and enterprise teams on AWS, Azure, or GCP, especially SaaS, fintech, and data-heavy businesses.
LakeSentry:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
OneLens:

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported
LakeSentry:

API

Offers API Not Supported
OneLens:

API

Offers API Supported
LakeSentry:

Screenshots and Videos

No images available
OneLens:

Screenshots and Videos

LakeSentry:

Pricing

$250/month
Free Version Supported
Free Trial Not Supported
OneLens:

Pricing

$0
Free Starter for qualifying AWS environments with under $5,000 in monthly spend. Growth starts at $299/month. Enterprise pricing is custom.
Free Version Supported
Free Trial Supported
LakeSentry:

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
OneLens:

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
LakeSentry:

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported
OneLens:

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported
LakeSentry:

Company Information

Dark Lake
Founded: 2026
United States
darklakeside.com
OneLens:

Company Information

Astuto
Founded: 2023
India
www.astuto.ai/
LakeSentry:

Alternatives

OneLens:

Alternatives

No Alternatives
LakeSentry:
FinOpsly

FinOpsly

4.7 out of 5 stars
LakeSentry:
LakeSentry:
Auraa

Auraa

Covasant Technologies Private Limited
LakeSentry:
OneLens:
LakeSentry:

Categories

OneLens:

Categories

LakeSentry:

Integrations

Amazon Web Services (AWS) Not Supported
Anthropic Not Supported
Databricks Supported
Google Cloud Platform Not Supported
Jira Not Supported
Kubernetes Not Supported
Microsoft Azure Not Supported
Microsoft Teams Not Supported
Model Context Protocol (MCP) Not Supported
MongoDB Not Supported
OpenAI Not Supported
Oracle Cloud Infrastructure Not Supported
ServiceNow Not Supported
Slack Not Supported
Snowflake Not Supported
OneLens:

Integrations

Amazon Web Services (AWS) Supported
Anthropic Supported
Databricks Not Supported
Google Cloud Platform Supported
Jira Supported
Kubernetes Supported
Microsoft Azure Supported
Microsoft Teams Supported
Model Context Protocol (MCP) Supported
MongoDB Supported
OpenAI Supported
Oracle Cloud Infrastructure Supported
ServiceNow Supported
Slack Supported
Snowflake Supported
LakeSentry:
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OneLens:
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