--- title: Transforming solar and wind maintenance reports with... description: Plenitude partnered with Databricks to convert unstructured solar and wind plant maintenance PDFs into a governed, queryable data layer. The pipeline uses... canonical: https://daily.dev/posts/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents-fsj8lesnf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Transforming solar and wind maintenance reports with genie and AI agents | daily.dev og:description: Plenitude partnered with Databricks to convert unstructured solar and wind plant maintenance PDFs into a governed, queryable data layer. The pipeline uses... og:url: https://daily.dev/posts/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents-fsj8lesnf og:image: https://api.daily.dev/og/posts/fSj8lEsNF.png og:image:alt: Transforming solar and wind maintenance reports with genie and AI agents og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Transforming solar and wind maintenance reports with genie and AI agents **[databricks](https://daily.dev/sources/databricks)** · 6 min read · 0 upvotes · 0 comments ## Summary Plenitude partnered with Databricks to convert unstructured solar and wind plant maintenance PDFs into a governed, queryable data layer. The pipeline uses ai_parse_document to extract text, tables, and metadata from PDFs, stores normalized records in Delta Lake, and exposes them through a Databricks Genie space with natural language querying. Agent Bricks enables repeatable agentic workflows for maintenance analysts. Key design patterns include rich Unity Catalog metadata, domain-specific instructions in the Genie knowledge store, automatic liquid clustering for agent-driven access patterns, and row-level security for country-based data access. The result enables cross-plant trend analysis, predictive maintenance signals, and structured exports — replacing manual per-report reading. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Expanding Genie Agents: Deep analysis, file reasoning, and more](https://daily.dev/posts/expanding-genie-agents-deep-analysis-file-reasoning-and-more-ldfcas9dw) · databricks · 1 upvotes · 0 comments - [Introducing Genie Agent Mode](https://daily.dev/posts/introducing-genie-agent-mode-leymmzfab) · databricks · 1 upvotes · 0 comments - [Talking to the Ground](https://daily.dev/posts/talking-to-the-ground-b2ltajfwh) · databricks · 0 upvotes · 0 comments - [How Indra unified EV charging data on Databricks](https://daily.dev/posts/how-indra-unified-ev-charging-data-on-databricks-2q57g75i9) · databricks · 0 upvotes · 0 comments --- Tags: [#nlp](https://daily.dev/tags/nlp), [#ai-agents](https://daily.dev/tags/ai-agents), [#databricks](https://daily.dev/tags/databricks) [View this post on daily.dev](https://daily.dev/posts/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents-fsj8lesnf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Transforming solar and wind maintenance reports with genie and AI agents","url":"https://daily.dev/posts/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents-fsj8lesnf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents-fsj8lesnf"},"datePublished":"2026-06-08T18:14:15.981Z","dateModified":"2026-06-08T18:43:27.699Z","description":"Plenitude partnered with Databricks to convert unstructured solar and wind plant maintenance PDFs into a governed, queryable data layer. 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