Smart monitoring for Compliance & FinOps
Pulsobot allows companies having Databricks platforms to monitor efficiently compliance alignment with their expected policies and to identify financial optimizations.
Pulsobot is a key asset for the deployment of Databricks at scale in large and complex organizations.
Databricks resource types monitored
Up to 60% cost reduction achievable
Tech Stack
The only Databricks monitoring tool you’ll ever need
Pulsobot is a Saas platform powered by Pulsover, a consulting firm expert and partner with Databricks.
This solution has been engineered and developped to ease the way Databricks resources compliance and costs can be monitored and adjusted.
Transform the way you track Compliance and FinOps
- Connect with your AWS accounts and Databricks workspaces.
- Turn your Databricks set-up into a clear organization.
- Clarify your target expectations in terms of policies.
- Identify your configuration patterns and consumption trends.
- Apply remediation fixes directly from our UI or with our API.
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Get a stronger monitoring of your Databricks usage
Key Databricks resources can now be monitored daily and efficiently, in terms of cost impact and configuration compliance with the expected policies, based on a single supervision platform.
Monitor and tackle nonconformities
Daily monitoring of configurations misalignment with compliance policies, including corresponding remediation fixes proposal, for different Databricks resource types:
- Interactive Clusters
- Job Clusters
- SQL Warehouses
- DLT Pipelines
- Serving Endpoints
- Jobs
- Vector Search Endpoints
Track, manage, and control your expenses
Pulsobot performs daily scan of AWS and Databricks costs. Expense figures are then classified and aggregated in order to allow both high level and detailed anlysis at resource level.
- Scheduled cost analysis for an easier expenses and savings management
- Increased visibility of spendings by resource types and name
Accelerate your analysis and control processes with an easy to deploy tool.
Pulsobot is based on AWS, Databricks, PySpark and Python technologies.
Our solution has been designed with a scalable microservices architecture which can easily be integrated thanks to Terraform. Our system integration expertise enables to implement it according to your needs in a short period of time.
Frequently Asked Questions
Both AWS and Databricks costs are gathered, aggregated and analyzed on a daily basis by Pulsobot.
Pulsobot collects configurations and analyzes their compliance for 7 different Databricks resource types:
- Interactive Clusters
- Job Clusters
- SQL Warehouses
- DLT Pipelines
- Serving Endpoints
- Jobs
- Vector Search Endpoints
Pulsobot gathers policies which exist in Databricks (interactive clusters, job clusters and cross resource types). It allows as well to add policies for other resource types (SQL warehouses, DLT pipelines, serving endpoints, jobs, vector search).
All these policy types can be edited from Pulsobot user interface and be used for compliancy checks.
One of the key benefits is the ability to directly apply Databricks configuration changes from Pulsobot’s UI or API, in order to align the resources configuration with the expected policies and best practices.
The main phases related to the Pulsobot compliance module integration are the following:
- Design the expected organization structure to monitor
- Specify the core policies by resource type and organization perimeter
- Configure the solution in terms of target organization and policies
- Run a first assessment of the whole organization scope compliancy status
- Assess the impacts of realigning resources with the core policies
- Refine policies, complete the resource-policy mapping and implement configuration changes
- Put in place a daily monitoring of the (mis)alignments impacted by new configuration activities (with corresponding remediations)
Our consultants can deploy it in few weeks time in various context. The implementation duration will mainly evolve based on the level of maturity of our Customers in regards to their organization structure and expected policies to be monitored.
Pulsobot is a secured platform connected with the AWS and Databricks accounts from our Customers. It requires some specific accesses in order to gather the expected information and to apply remediations.
Such permissions can be restricted if required. But such limitation would reduce the added value and efficiency which can be delivered.
Pulsobot is engineered by Pulsover, a consultancy company expert and partner with AWS and Databricks.
Get in touch
Whether it’s our Pulsover experts or our Pulsobot platform, we will be able to provide the solutions necessary for the success of your projects and your specific needs.
Contact Information
Contact us for a relevant approach to support your challenges and objectives.
Our expertise will be valuable facilitators in achieving your expected results.
Ready to get started?
Pulsobot is a strong enabler for a well monitored and controled deployment of Databricks platform at scale.
Start using Pulsobot soon
Get rid of the lack of compliance conformities visibility as well as complex FinOps processes by implementing an efficient supervision tool.