Sparvi Cloud Overview

Sparvi Cloud is a comprehensive data observability platform designed for teams who need collaborative data quality monitoring, issue management, and business impact analysis.

What Makes Sparvi Cloud Different

Unlike traditional data quality tools that just detect technical issues, Sparvi Cloud provides business-aware data observability with automatic stakeholder identification and impact analysis.

Traditional Approach

❌ ORDERS table has 1,247 null customer_ids
Assigned to: @data-engineer

Sparvi Cloud Approach

🚨 CRITICAL: ORDERS data quality issue
📊 BUSINESS IMPACT:
  • Sales Dashboard → 12 daily users affected
  • Commission Calculator → Finance team blocked
  • Customer Segmentation → Marketing campaigns paused

👥 AUTO-NOTIFIED:
  • @data-team (technical details)
  • @sales-team (dashboard broken)  
  • @finance-team (payroll delayed)

Core Features

Data Explorer

Navigate through your database schemas, tables, and columns with comprehensive metadata:

Hierarchical Navigation: Browse databases → schemas → tables → columns
Data Preview: View actual data samples and understand content
Metadata Insights: Row counts, column types, and data patterns
Search and Filtering: Find specific tables and objects quickly

Data Lineage Discovery

Automatically discover and visualize data relationships:

Relationship Mapping: Understand how data flows through your systems
Dependency Analysis: See what depends on each data source
Business Impact: Identify stakeholders affected by data issues
Confidence Scoring: Know how reliable discovered relationships are

Anomaly Detection Dashboard

Monitor data quality with intelligent anomaly detection:

Configurable Algorithms: Multiple detection methods for different data patterns
Severity Classification: Automatic prioritization based on business impact
Visual Dashboards: Track trends and patterns over time
Threshold Management: Set appropriate sensitivity levels

Issue Management System

Track and resolve data quality problems with business context:

Automatic Issue Creation: From failed validations and detected anomalies
Business Impact Analysis: Understand which teams and processes are affected
Stakeholder Notifications: Alert the right people when issues affect their work
Resolution Tracking: Monitor progress and collaborate on fixes

Custom Validations

Create and manage data quality rules with comprehensive monitoring:

SQL-Based Rules: Use familiar SQL syntax for custom validation logic
Health Dashboards: Visual monitoring of validation performance over time
Automated Scheduling: Run validations on configurable schedules
Rule Management: Organize and maintain validation rule libraries

Team Collaboration

Enterprise-ready user management and collaboration:

Organization Management: Invite team members and manage access
Role-Based Access: Control who can see and modify different data sources
Multi-Factor Authentication: Secure access with MFA support
User Invitations: Easy onboarding for new team members

Database Support

Sparvi Cloud provides native integrations with:

Snowflake

OAuth Authentication: Secure, token-based authentication
Key-Pair Authentication: Support for Snowflake key-pair authentication
Warehouse Management: Specify compute warehouses for different operations
Role Support: Use specific Snowflake roles for data access

PostgreSQL

Standard Authentication: Username/password connections
SSL Support: Secure connections with SSL encryption
Schema Management: Full support for PostgreSQL schemas and permissions

Getting Started

1. Sign Up and Connect

Create your Sparvi Cloud account
Connect your first database (Snowflake or PostgreSQL)
Configure authentication (OAuth recommended for Snowflake)

2. Discover Your Data

Run automatic data discovery to map your database structure
Explore tables and understand data patterns
Review automatically generated metadata

3. Set Up Monitoring

Create validation rules for critical data quality checks
Configure anomaly detection for key tables
Set up automated scheduling for regular monitoring

4. Invite Your Team

Add team members to your organization
Configure roles and permissions
Set up notification preferences

5. Monitor and Improve

Review data quality dashboards regularly
Respond to issues with business context
Continuously refine validation rules and thresholds

Pricing

Sparvi Cloud offers flexible pricing for teams of all sizes:

Free Tier: 1 user, up to 10 tables monitored
Design Partner Program: Full features with early access and influence on roadmap

For current pricing and features, visit our pricing page.

Enterprise Features

Security and Compliance

Multi-factor authentication (MFA)
Role-based access control (RBAC)
Audit logging and activity tracking
SOC 2 compliance preparation

Advanced Integrations

REST API for custom integrations
Webhook notifications for external systems
Single Sign-On (SSO) support (coming soon)
Custom notification channels

Dedicated Support

Priority support response times
Dedicated customer success manager
Custom onboarding and training
Architecture review and optimization

Next Steps

Try Sparvi Cloud: Sign up for early access
Schedule a Demo: See Sparvi Cloud in action with your data
Join Design Partner Program: Get early access and influence our roadmap
Read Getting Started Guide: Learn how to connect your first database

Need Help?

Documentation: Browse our comprehensive guides
Support: Contact our team for technical assistance
Community: Join discussions with other data teams
Feedback: Share your ideas and feature requests

Documentation