Soda Core
UnclaimedAutomate data quality detection, explanation, and resolution with AI-powered data observability.
Visit WebsiteTL;DR - Soda Core
- Automates data quality detection and resolution using advanced AI.
- Unifies data quality workflows for both engineers and business users.
- Provides comprehensive data observability with anomaly detection and AI-driven checks.
Pricing: Free plan available
Best for: Growing teams
4.4/5 across review platforms
Pros & Cons
Pros
- Significantly reduces false positives in anomaly detection (70% fewer than Facebook Prophet).
- Scales efficiently to large datasets (1B rows in 64 seconds).
- Unifies technical and business teams around data quality with shared workflows and data contracts.
- Automates the creation of data quality checks and contracts, reducing manual effort.
- Detects anomalies at a granular record level without requiring explicit check definitions.
Cons
- No explicit free tier mentioned, suggesting it's a paid solution.
- Requires integration into existing data environments.
Ratings Across the Web
4.4(55 reviews)
Ratings aggregated from independent review platforms. Learn more
Preview
Key Features
AI-powered data quality automationCollaborative data contracts for business and engineeringAutomated isolation, management, and fixing of bad data at sourceMetrics monitoring with proprietary AI algorithms (outperforms Facebook Prophet)AI Automations for generating data contracts and checks from plain EnglishRecord-Level Anomaly Detection (RAD) across columns, rows, and segmentsInteractive data observability visualizationsSmart and adaptive thresholds for data quality checks
Pricing Plans
Free
$0 per month
- Up to 3 production datasets tested and monitored
- Pipeline testing
- Metrics observability
- Alerting & ticketing integrations
- No credit card required
Team
$750 per month
- All Free features
- Unlimited users
- Includes 20 datasets
- Pay as you go, $8 for every additional dataset
- Catalog integrations
- Add-ons available
Enterprise
Custom pricing
- All Team features
- Collaborative data contracts
- No-code interface
- Advanced AI-powered data quality features
- Audit logs, custom roles, RBAC
- Private deployment
- SSO
- Premium support
- Annual billing and volume discounts available
What is Soda Core?
Soda is a data quality platform that helps organizations prevent data incidents before they impact production. It offers a unified workflow for both engineers and business users, powered by advanced AI. The platform automatically detects, explains, and helps resolve data quality issues as they emerge, directly at the source within your environment.
Soda leverages proprietary AI for faster and more accurate data quality monitoring, including metrics monitoring, record-level anomaly detection, and AI automations for generating data contracts and checks. It provides comprehensive data observability with interactive visualizations, smart thresholds, and continuous AI improvement through user feedback. This allows teams to scale monitoring efforts without manual scripting, discover unknown data issues, and automate data and pipeline testing.
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Soda Core FAQ
What is Soda Core?
Soda is a data quality platform that uses advanced AI to automatically detect, explain, and help resolve data quality issues across an organization's data landscape. It provides tools for data observability, anomaly detection, and automated data quality checks.
How much does Soda Core cost?
The pricing for Soda is not explicitly stated on the provided pages. It is likely a paid enterprise solution, and interested users are encouraged to book a demo to discuss pricing.
Is Soda Core free?
Based on the provided content, there is no mention of a free tier or free trial for Soda. It appears to be a paid product.
Who is Soda Core for?
Soda is designed for both data engineers and business users who need to ensure high data quality. It aims to unite these teams with collaborative, AI-powered data contracts and a shared workflow for managing data incidents.
Source: soda.io