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    Opsera BrickForge

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    Sold by: Opsera 
    AWS Free Tier
    BrickForge is a purpose-built AI application for managing, observing, automating, and governing the operational health of Databricks environments. Eight operational modules cover estate health scoring, DLT pipeline analysis, Declarative Automation Bundle (DABs) generation and deployment, SQL security and compliance review, disaster recovery orchestration, compliance auditing, and platform migration. BrickForge audits workspaces against SOC 2, HIPAA, PCI-DSS, ISO 27001, and GDPR with per-control pass and fail verdicts, evidence citations, and remediation steps. It operates under a Zero-Business Data Contact standard: BrickForge evaluates metadata, infrastructure patterns, and deployment logic only, and never traverses, indexes, or reads the contents of customer business tables. BrickForge installs as a platform-native extension into an existing Databricks deployment, with no new infrastructure to approve and no external VPC peering required.
    4.5

    Overview

    Overview BrickForge by Opsera is a purpose-built, Databricks-native AI application for managing, observing, automating, and governing the operational health of Databricks environments. Engineered for hybrid human-AI agent teams, its eight operational modules deliver workspace health scores, automated bundle deployments, continuous compliance and security tracking, DR/Failover, and proactive recommendations while maintaining its privacy standard of Zero-Business Data Contact.

    Use cases

    Monitor live workspace health across clusters, warehouses, jobs, and query activity with real-time SSE streaming

    Review SQL files across seven dimensions (Security, PII, HIPAA, SOC2, GDPR, PCI-DSS, Best Practices), execute inline, and fix failures with AI -Generate a penalty-based DR readiness score and export Terraform setup scripts, CLI replication scripts, and a failover runbook

    Run per-control compliance audits across SOC2, HIPAA, PCI-DSS, and GDPR with evidence and remediation steps persisted in Lakebase -Detect DLT pipeline quality issues early using AI analysis of configuration, event history, and notebook content

    Browse live workspace assets, generate databricks.yml bundles, validate, and deploy across workspaces via SP OAuth or PAT mode

    Ask natural-language questions about your workspace and get AI-powered answers with tool-calling across all modules

    Access embedded documentation, troubleshooting guides, and module walkthroughs without leaving the app

    Additional Insights

    BrickForge evaluates metadata, infrastructure patterns, and deployment logic only. It never traverses, indexes, or reads the content of customer business tables. Your data stays in your tenant; BrickForge governs the environment that creates it.

    The application deploys via the Databricks Marketplace directly into your tenant. Zero external infrastructure required. It minimizes Security and Architecture deployment certification cycles.

    How to Install BrickForge for Databricks and Start Your Free Trial

    Step 1:https://marketplace.databricks.com/details/106788c1-a369-4731-986b-6d2bbf65e02e/BrickForge_BrickForge 

    Step 2: Select the BrickForge listing, then click Get Access to begin the installation process.

    Step 3: When prompted, sign in to your Databricks account to authorize the installation.

    Step 4: Click Install to deploy BrickForge to your Databricks workspace.

    Step 5: Complete the three guided setup steps to finish the installation, activate your workspace, and start exploring BrickForge with your free trial.

    Highlights

    • Eight modules span estate health scoring, DLT pipeline analysis, DABs generation and deployment, SQL review, disaster recovery, compliance audit, and migration. Zero-Business Data Contact: BrickForge evaluates only metadata, infrastructure patterns, and deployment logic, never the content of customer business tables. Composite health score across clusters, jobs, pipelines, warehouses, and AI endpoints in one live dashboard.
    • Workspace audits against SOC 2, HIPAA, PCI-DSS, and ISO 27001 with per-control pass and fail verdicts, evidence citations, and remediation steps. SQL Review combines deterministic rules with AI analysis across security, PII, HIPAA, SOC 2, PCI-DSS, and GDPR, with interactive remediation to ship corrected queries. Continuous, advisory monitoring replaces the annual audit fire drill. It is not a substitute for formal certification.
    • Platform-native extension installs into an existing Databricks deployment. No new infrastructure to approve and no external VPC peering. DR Center generates recovery plans with drift detection, failover runbooks, and drill tests, replicating full workspace state including jobs, clusters, and secrets. In a documented financial services deployment, pipeline failure repair moved from four hours of manual work to a 45-second interactive repair.

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    Pricing

    Opsera BrickForge

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    This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Vendor refund policy

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    Customer reviews

    Ratings and reviews

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    4.5
    107 ratings
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    1 star
    76%
    21%
    3%
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    107 external reviews
    External reviews are from G2 .
    Ramaraja R.

    Fast AI Agents with an Easy Dashboard and Smooth VS Code Integration

    Reviewed on Apr 14, 2026
    Review provided by G2
    What do you like best about the product?
    The exposed AI agents are very quick and personally like the Architecure review and Security scanning agents. The Agent dashboard was neat and easy to navigate. Was able to integrate my project quick with vscode extenstion.
    What do you dislike about the product?
    The devsecOps agents exposed are limited now and hopefully they release more soon in upcoming releases
    What problems is the product solving and how is that benefiting you?
    This solves the typical DevOps security issues and compliance about the project. Also provides good architectural review and cost factor insights and business documentation without burning more tokens on LLM
    Sanjay V.

    Easy to Use Automation with Excellent DevOps Pipeline Integrations

    Reviewed on Apr 13, 2026
    Review provided by G2
    What do you like best about the product?
    Easy to use, powerful automation capabilities, and excellent integration support for managing end-to-end DevOps pipelines.
    What do you dislike about the product?
    Initial setup complexity and a slight learning curve for advanced features.
    What problems is the product solving and how is that benefiting you?
    It simplifies CI/CD management and reduces tool fragmentation, helping me focus more on coding and less on pipeline maintenance.
    Ranjith Kumar K.

    Collaborative, Transparent Culture That Fuels Fast Growth

    Reviewed on Mar 23, 2026
    Review provided by G2
    What do you like best about the product?
    Opsera fosters a collaborative and innovation-driven work culture where teams are encouraged to take ownership and contribute ideas. There is a strong emphasis on transparency and cross-functional collaboration, which helps align engineering, product, and business teams effectively. The environment feels fast-paced yet supportive, allowing individuals to learn and grow quickly.
    What do you dislike about the product?
    Nothing
    learning curve independent thinking
    What problems is the product solving and how is that benefiting you?
    By centralizing these processes, Opsera improves collaboration between teams, reduces manual effort, and increases deployment speed and reliability. From a day-to-day perspective, this translates into better visibility into pipeline performance, fewer operational bottlenecks, and more time to focus on strategic work rather than manual coordination
    Umesh P.

    Bridging the DevOps Gap with Intelligent Automation

    Reviewed on Mar 15, 2026
    Review provided by G2
    What do you like best about the product?
    I like the way the ops setup bridges the DevOps gap in our institution, which is a financial service, with intelligent automation.
    What do you dislike about the product?
    The initial setup and configuration of Opsera required a significant time investment to properly map our Azure and Databricks environment to it. There is a learning curve for optimizing agent behaviors and workflows, taking about two to three weeks before seeing maximum productivity gains. The suggestions made by the AI for complex Databricks job failures sometimes need manual refinements, especially for tasks like custom Spark optimization or unity catalog permissions, which are specific to our financial data governance policies. Additionally, the documentation for advanced Databricks integrations, such as for data live tables and unity catalog, could be more comprehensive. We had to work with support to optimize certain workflows.
    What problems is the product solving and how is that benefiting you?
    Opsera allows me to ask in natural language why issues like ETL pipeline failures or deployment bottlenecks happen, instead of sifting through Azure DevOps and Databricks logs. It provides context and actionable recommendations, bridging the DevOps gap with intelligent automation.
    Ashish M.

    Opsera Streamlines CI/CD with Intuitive Automation and Clear Deployment Visibility

    Reviewed on Mar 15, 2026
    Review provided by G2
    What do you like best about the product?
    I had a very positive experience working with the Opsera platform. It offers a well-structured, efficient approach to DevOps automation, especially when it comes to streamlining CI/CD processes and improving deployment visibility across environments. The interface feels intuitive, and its integrations with a range of development and deployment tools make it easier to manage complex release pipelines.

    What I particularly value is Opsera’s ability to centralize DevOps workflows while also providing actionable insights through dashboards and reporting. This adds meaningful transparency and helps teams maintain stronger control over deployments and release cycles. The automation capabilities also reduce manual effort, allowing teams to spend more time focused on delivering value.

    As for improvements, there’s very little to call out. Occasionally, certain configurations can involve an initial learning curve for new users, but once you’re familiar with the platform, it becomes very efficient to work with. Additional documentation or guided walkthroughs for advanced features could further strengthen the onboarding experience.

    Overall, Opsera is a powerful and reliable platform for managing DevOps processes, and I would highly recommend it to teams looking to improve their automation, governance, and deployment efficiency. 🚀
    What do you dislike about the product?
    I’m still using it, and so far I haven’t found any features I dislike.
    What problems is the product solving and how is that benefiting you?
    Many organizations use multiple tools like Git, Jenkins, Jira, Sonar, and AWS, which operate in silos. Opsera integrates these tools into one platform so teams can manage the entire DevOps lifecycle from a single place.
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