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    Viveka AI – Databricks Runtime (DBR) Migration & Hardening Service

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    Sold by: Viveka AI 
    Stay secure and performant by keeping every workspace on the latest Databricks Runtime (DBR). Viveka AI’s automation-first service inventories, tests, and upgrades your classic compute jobs—closing security gaps and unlocking new DBR features—while you focus on analytics, not maintenance. Outcomes-based pricing means you pay only when the migration is complete and validated.

    Overview

    Databricks regularly ships critical security patches, Spark engine upgrades, and governance enhancements (Unity Catalog, Predictive Optimization, Photon, etc.). Falling behind exposes workloads to un-patched vulnerabilities and missed performance gains. Viveka AI eliminates that risk with an end-to-end DBR migration service:

    • Automated assessment & prioritization – Our dashboard surfaces every job, cluster, library, and cost center by current DBR version and spend, so high-risk workloads are upgraded first.
    • Isolated dev workspace & CI/CD testing – We mirror jobs into a sandbox, upgrade runtimes, run regression tests on representative data, and capture performance deltas.
    • Terraform / Bundles export & promote – Once tests pass, a single pipeline promotes the new DBR configurations back to production with full audit history.
    • Continuous hardening – Optional subscription keeps you evergreen by auto-detecting new DBR LTS releases and repeating the workflow.

    Because Viveka AI is an AI-driven engineering firm—not a body-shop consultancy—you see results 80 % faster and 40 % cheaper than traditional consulting firms. We take “skin in the game” literally: final payment is due only after your upgraded jobs are running in production and signed off by your team.

    Highlights

    • Outcomes-Based Pricing – No billable hours or slideware; you pay only when upgraded jobs are live and validated.
    • Speed & Savings – Automation and AI assistants deliver DBR upgrades up to 80 % faster and 40 % cheaper than Big-4 consulting models.
    • Security & Performance Boost – Every migration applies the latest LTS patches, Unity Catalog governance, Photon/Optimized engines, and documented performance benchmarks.

    Details

    Delivery method

    Deployed on AWS

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    Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.

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