Why This Matters

Every organisation produces reports that matter, but the process is exhausting.

• Analysts chase data across systems.
• Designers format the same visuals every quarter.
• Executives wait weeks for something already out of date.
• Writers spend days rephrasing the same insights

By the time it’s published, the story has changed.

Our accelerator fixes this by automating the pipeline from raw data → analysis → written narrative → publishable report.

It means:

• Consistent prose tone and structure
• AI-built visuals powered by Plotly
• Live data refresh and instant regeneration
• Governed integration through Databricks Mosaic AI and Unity Catalog
• Searchable archives of every published report

Reporting becomes storytelling, not spreadsheeting.

The Problem: Reporting Still Feels Hand-Built

Even with advanced BI, most strategic reports are crafted manually.

• Copying charts from Power BI or Excel
• Manually writing executive summaries
• Inconsistent figures across versions
• Static PDFs that age instantly

Each report demands hours of assembly and review, yet 80% of the content is reused every cycle.

Reporting isn’t broken. It’s just painfully repetitive.

The Hidden Cost of “Last-Mile Reporting”

When leadership asks, “Can we get a deep-dive version for the board?”,

it triggers a chain reaction of manual effort:

• Analysts rebuild visuals for context
• Writers draft new commentary
• Designers reformat templates
• Reviewers chase version control

Every round introduces risk, inconsistent numbers, missed context, and outdated charts.

The Deep Data Analysis Accelerator automates this last mile, generating written reports directly from governed data and reusable templates.

Why This Solves the Last-Mile Problem

Traditional BI ends at dashboards; decision-makers need stories.

Our accelerator bridges that gap.

It automatically:

• Synthesises key metrics using Databricks Mosaic AI
• Generates written analysis paragraphs (trend, anomaly, forecast)
• Builds Plotly visuals dynamically for each section
• Assembles everything into an exportable, styled document (PDF, Word, HTML)

The output reads like your best analyst wrote it, because it’s powered by them, distilled through AI.

How It Works

1. Connect — Securely integrate structured and unstructured data sources through Azure Data Services and Unity Catalog.
2. Analyse — Databricks Mosaic AI identifies trends, anomalies, and summaries.
3. Generate — AI Genie Agents construct narratives and call Plotly APIs to render visuals.
4. Assemble — Templates combine visuals, commentary, and metadata into report layouts.
5. Publish — Reports are stored, indexed, and searchable via Databricks Vector Search.

Everything remains reproducible, traceable, and governed.

Powered by Databricks + Azure AI

Every paragraph, every number, every chart; sourced, and trusted.

Security and Governance

Every report is born inside your existing compliance boundaries.

• All queries run in Unity Catalog – no data copied
• Entra ID controls access to every generated report
• Lineage tracking for every figure and paragraph
• Complete audit trail for regulatory confidence

Business Impact You Can Measure

Your next board pack could be written by lunchtime and will still be audit-ready.

Start Small. Scale Everywhere.

We typically deliver value in 2–6 weeks:

1. Identify 3 recurring report types (board, ESG, finance, etc.)
2. Connect the governed data sources
3. Define report templates and structure
4. Deploy automated generation
5. Expand across business units and geographies

Each new report becomes faster, smarter, and more aligned.

Stop Writing Reports. Start Generating Insight.

With Elastacloud’s Deep Data Analysis Accelerator, reports write themselves –

grounded in truth, supported by data, beautifully visualised, and ready for the boardroom.

📩 Contact us for more infomation and demos.