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Structured

Automating data discovery with AI

Structured is a tool that simplifies data discovery and collaboration for teams, focusing on making data modeling and metric tracking as intuitive as possible. It brings together all your data sources, metadata, and documentation into one place, making it easy to find the right data and understand how it connects. By centralizing data models and metrics, Structured allows teams to work with a unified view of their data, which reduces redundancy and confusion. It’s built for teams that prioritize accuracy and speed, making sure everyone can find and use data without bottlenecks. Essentially, it’s a tool for treating data like code, emphasizing structure and reusability across projects.
Structured
Founded:2023
Team Size:3
Location:
Group Partner:Diana Hu

Active Founders

Amrutha Gujjar, Founder

Structured
Amrutha Gujjar
Amrutha Gujjar
Structured

Shivam Singhal, Founder

data infrastructure
Shivam Singhal
Shivam Singhal
Structured

Company Launches

The Problem: Inconsistent Metrics, Misaligned Decisions

In the high-pressure world of growth and revenue, teams live or die by their data. Yet, too often, the very metrics that should guide decisions are inconsistent, poorly documented, or misunderstood across different teams.

Imagine this: Your team is preparing for an important strategy meeting. They need to assess the impact of a new onboarding feature on user activation. Marketing has one definition of "activation," product has another, and sales uses a completely different set of metrics. Each team pulls data from the same warehouse – but interprets it differently, leading to conflicting reports and a confused leadership team. The result? This misalignment creates chaos, leading to conflicting reports, wasted resources, and missed revenue. Hours are wasted on reconciling data discrepancies instead of focusing on strategy, and missed opportunities to act on accurate insights.

But what if you could ensure that every team in your organization was always on the same page, with a single, accurate source of truth for all key metrics? What if your data was automatically documented, changes tracked, and alerts sent out when something significant changes? Enter Structured.

The Solution: Structured Brings Clarity and Consistency

Structured is designed to solve this exact problem. By integrating directly with your data warehouse (e.g., Snowflake, BigQuery) and your transformation tools (e.g., dbt), Structured automatically catalogs your data’s metadata and ensures that all metrics are consistently defined and documented across your organization.

  1. Connect Your Data Warehouse and dbt:
    • Structured connects directly to your data warehouse—whether it’s Snowflake, BigQuery, Databricks, or Redshift—and integrates with dbt, the tool your data engineers already use to model and transform data.
    • The moment you connect, Structured starts cataloging your data, tracking every table, column, and transformation automatically.
  2. Auto-Generated Data Catalog and Documentation:
    • Structured automatically generates a comprehensive data catalog, documenting every metric, entity, and relationship. AND—this documentation is instantly synced to Notion, a tool your business teams already know and love.
    • Now, whether you’re a data engineer or a revops analyst, you can easily access and understand how metrics are defined and where the data comes from. No more guessing, no more miscommunication—just clarity
  3. Summaries of Changes and Version History:
    • Structured tracks every change made to your data models and metrics, automatically generating summaries that are easy to understand, even for non-technical users.
    • Every change is logged with version history, so you can see exactly how metrics have evolved over time. This means no more confusion over which version of a report to trust—everyone is working from the latest, most accurate data.
  4. Alerting on Metric Changes:
    • Structured’s AI doesn’t just catalog your data—it monitors it over time. If a critical metric changes—say, your churn rate spikes or a key transformation in dbt is modified—Structured sends out alerts to the relevant teams to see what’s up
    • These alerts are designed to be easily understood by business users so everyone knows what’s happening and why it matters. This means faster, more informed decisions and no surprises in your strategy meetings.

ROI: Real Results from Day One

Structured delivers measurable value by:

  • 50% Faster Reporting: Teams can generate accurate reports in half the time, thanks to consistent, pre-documented metrics that are automatically synced to tools like Notion.
  • 20% Reduction in Data Errors: Structured reduces the risk of data discrepancies with automated metadata management and version tracking, ensuring that your reports are always based on the most accurate and up-to-date information.
  • 30% Lower Operational Costs: By automating the documentation and alignment of data, Structured reduces the manual effort required from your data teams, freeing them to focus on more strategic tasks.

Get Started Today!

Structured is here to help your teams make better decisions, faster. Visit structuredlabs.com or reach out to Amrutha Gujjar: amrutha@structuredlabs.com to schedule a demo and see how Structured can help!

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⭐ Structured - Semantic layer for reliable business metrics

Consistent metrics, trusted data, faster decisions, and clear growth outcomes.
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