# Faster insights. Consistent answers. Less Repetitive Work

Solid learns from your tools, queries, and conversations to map, document, and score every data asset, so your team can find and trust the right data in seconds.

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## The Reality for Data Teams Today

### The Problem

Even the most advanced data stacks still leave teams chasing answers. Manual processes, fragmented tools, and missing context slow everything down.

**Lost knowledge** - Insights live in SQL queries, dashboards, and people’s heads. New analysts spend weeks just figuring out where to start.

**Inconsistent analysis** - Different teams use different logic, creating confusion, rework, and missed opportunities.

**Poor data discoverability** - Analysts waste hours searching for the right tables and metrics instead of delivering insights.

**Missing business context** - Critical understanding disappears into Slack threads, Jira tickets, and private docs.

### How Solid Fixes It

**From data chaos to clarity** - Solid turns disconnected assets into a single, living source of truth so every analyst can find and use the same verified tables, metrics, and context.

**Faster insights, trusted results** - With consistent data and built-in documentation, teams deliver answers quickly and confidently, without second-guessing their work.

## The Solid Impact

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Faster AI Deployment

New analysts find trusted data in hours, not days.

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Less Time Rebuilding Analyses

Solid instantly surfaces similar work, SQLs, and metrics, so analysts can build faster.

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More Consistent Insights

Everyone works from the same validated definitions, reducing rework and conflicting results.

## Use Cases & Outcomes

### Improve Data Discovery and Onboarding

Help every analyst find and use data 10x faster

Our data is messy and hard to navigate - new analysts can’t find what they need, and experienced analysts waste time answering repetitive questions or writing the same SQLs.

Solid automatically documents tables, SQLs, dashboards and metrics, making them searchable through a simple chat interface. New analysts quickly discover the right metadata; Experienced analysts use Solid’s text-to-SQL to get answers and build queries faster.

Outcome:

New analysts onboard quickly and find trusted metadata.  
Your team’s knowledge stays easy to find and never gets lost.

### Ensure Consistency Across All Analyses

Make Every Analyst Speak the Same Data Language

Different analysts often get different answers to the same question - using slightly different SQLs, tables, or metrics.

Solid automatically maps all your data assets, dashboards, SQLs, and metrics, creating a single source of truth for every analysis.

Through Solid’s chat, analysts can easily find and reuse existing work or validated metrics instead of starting from scratch - ensuring consistent, reliable results across the team.

Outcome:

Analysts reuse verified metrics instead of redefining them.  
A single, trusted source of truth for the entire data team.

### Discover Unused Tables & Dashboards

Discover What’s Unused and Optimize Your Data Stack

Outdated and duplicate assets clutter your environment and slow teams down. Solid lets you search and identify unused tables and dashboards. Every documentation entry includes usage details, showing when it was last used and by whom.

Outcome:

Cleaner data environment ready for AI integration  
Lower data warehouse costs (compute & storage)

## Main Product Capabilities

### Context-Aware Auto-Documentation

Combines usage history, tickets, and conversations into clear, human-readable docs for your data assets.

**Outcome:**

Analysts and business users instantly understand data without chasing people.

### Automated Data Quality Scoring

Scores every asset against customizable algorithms.

**Outcome:**

Teams trust the data they use fewer mistakes, better decisions.

### Usage Mapping & Insights

Reveals which assets drive value and which go unused.

**Outcome:**

Leaders can cut waste and focus resources where they matter most.

### People-to-Asset Graph

Shows who’s worked with each domain or asset.

**Outcome:**

Find the right expert in seconds.

### Multi-Channel Access

Available in Slack, Jira, BI tools, and in your browser.

**Outcome:**

Answers appear in the tools your teams already use - no extra logins.

## How ‘Solid Discover’ Works

### 01 Connect

Integrate Solid with your existing data ecosystem - no setup friction, no data movement. We connect to:

**Cloud data warehouses** (Snowflake, BigQuery, Databricks)  
**BI tools** (Tableau, Looker, Power BI)  
**Transformation code** (git repos of dbt and other code)  
**Ticketing systems** (Jira, ServiceNow, Monday.com)  
**Messaging** (Slack, Teams)  
**Business documentation** (PDFs, decks, internal wikis)

Solid only pulls metadata and context - not raw data.

### 02 Automate

Solid processes your metadata, queries, and historical work to automatically:

- Build a **business glossary** from real team conversations.  
- **Cluster data assets** by usage, relationships, and business context.  
- **Auto-document** every table, view, query, metric, dashboard, and report.  
- **Score data quality** and reliability across assets.  
- Identify **domain experts** for each area of the data.  
- **Correlate** past queries and jira tickets into a task history.

### 03 Unlock

Unlock metadata discovery. Turn data chaos into clarity. Solid gives analysts and data engineers a simple way to:

- **Discover** the relevant assets, metrics, SQLs, dashboards, tickets, and Slack threads for any analysis.  
- **Ask** natural-language questions about usage patterns, joins, lineage, or asset comparisons.  
- **Build** consistent, accurate SQL queries with full guidance from Solid’s AI.

Reduce time wasted on data discovery and SQL debugging - and accelerate time to insight.

## Connect. Automate. Unlock.
