Clean records, enrich data, and track quality in an AI-powered system built with AI to fit your team's specific data processing workflow.




Customize your data cleaning automation tool setup with the exact steps and views your team needs. Add features as processes evolve—no code needed.






Connect multiple spreadsheets, CRM datasets, and external CSV files with real-time sync—or manage everything in Softr Databases. Create a single source of truth for your data.
Give each teammate the right tools and access. Set up secure logins, user groups, and granular permissions—no IT support or dev work needed.
Give different team members tailored access and dashboards, ensuring analysts see cleaning queues while managers see quality metrics.
Give different team members tailored access and dashboards, ensuring analysts see cleaning queues while managers see quality metrics.
Streamline your internal processes with Softr Workflows. Trigger native notifications or data syncs based on record approvals or quality alerts.
Access and update your automation tools on the go. Review error logs or approve data batches from any mobile device out of the box.
Use Google, email, or SSO logins to give your team fast, secure access to your data tools—no IT tickets or manual onboarding required.
Keep sensitive internal records safe with SOC2 and GDPR compliance, plus fine-tuned access control to prevent unauthorized data exports.
No more one-size-fits-all tools or costly custom builds. Softr is easy to use and fully customizable, so you can launch faster, adapt as you grow, and skip the complexity of traditional software.

Build your data cleaning automation tool in minutes with AI—no dev time or complex configuration needed.

Add features like enrichment, deduplication rules, or validation stages as your data needs evolve—no rebuild required.

Start with a cleaning tool, then add dashboards, audit logs, or internal portals—all in one place with Softr.
Co-build with AI
Simply describe what you need. Let Softr handle everything - Interface, database, workflows.
Iterate with AI or visually
Control most critical parts of your app yourself - roles, permissions, security.
Ship the same day
Invite team members or external clients and partners right away. No developer handover.
Use drag-and-drop blocks to build a portal that looks sleek and modern out of the box. Add only the features you need, and iterate as your workflows evolve.




A data cleaning automation tool is a secure internal system where your team can automate the scrubbing, formatting, and validation of datasets. It centralizes the data preparation process, allowing you to upload messy files or connect live databases to automatically fix errors like duplicates, incorrect formats, and missing values. This eliminates the need for manual spreadsheet cleanup and ensures your business intelligence is based on high-quality, reliable data.
Softr is the first AI-native platform for building business software, making it uniquely suited to build a data cleaning automation tool tailored to your specific data schemas. You can describe your data validation rules to the AI Co-Builder to instantly generate your database, cleanup dashboards, and processing logic—all fully connected and secure.
You don't need to write complex SQL or Python. You can start by generating with AI, using a template, or building from scratch. Everything runs on Softr Databases, or you can connect to your existing data repositories in Airtable, Google Sheets, or SQL databases. You have full control to build visual interfaces for your data analysts, set granular permissions for who can trigger cleanups, and brand the tool for your internal team. It's fast to deploy, easy to iterate when your data formats change, and scales with your processing volume.
You can incorporate specialized features into your data cleaning automation tool to handle complex data hygiene tasks. A robust tool usually combines specialized interfaces with AI-driven processing:
- AI-Powered Intelligence – Use Ask AI to let data managers query record health conversationally, or deploy Database AI Agents to automatically categorize raw text or find anomalies in large datasets.
- Vibe Coding Blocks – Create custom UI elements—like a side-by-side 'duplicate record comparison' interface—using the AI Code block to build exactly the cleanup workflow your team needs.
- Softr Workflows – Build native automations, such as an automatic Slack alert when data quality drops below a certain threshold or logic that moves 'clean' records to a master database.
- User Portals & Logins – Ensure data integrity by managing access so only authorized analysts can approve manual overrides or bulk deletions.
- Forms & Data Collection – Use custom forms with strict validation rules to ensure any manual data entry is clean from the start.
- Dashboards & Charts – Monitor the overall health of your data with real-time charts showing error rates, cleanup progress, and data completeness.
- Lists & Advanced Filtering – Use searchable tables and kanban views to isolate records that require manual review or specific formatting fixes.
Everything is built using Softr's drag-and-drop blocks, so you can create these features without writing code. If you need a more specific data transformation logic, the Vibe Coding block can generate it for you using AI.
Vibe coding allows you to quickly build sophisticated data processing logic using AI. You can "vibe code" a data cleaning automation tool in Softr by describing how your data should be transformed—for example, 'strip special characters from phone numbers' or 'convert all dates to ISO 8601'—and the AI Co-Builder handles the implementation.
Unlike other tools that force you to manage fragile raw scripts, Softr provides the secure foundation for authentication and data storage natively. This gives you the speed of AI-driven generation without the risk of unmanaged code. You describe your cleaning rules, Softr builds the interface and backend, and your team can start processing records immediately.
Yes. You can manage multiple departments, such as Marketing, Sales, and Finance, within a single internal tool. Each team only sees the specific datasets and cleaning workflows assigned to their role. This is ideal for centralizing data governance while keeping sensitive departmental information isolated and secure.
Yes, you can. You don't need an existing database to start building your cleanup schedules. If you are starting fresh, use Softr Databases to store and manage your golden records directly within the platform.
However, if your messy data currently lives in Airtable, Google Sheets, HubSpot, or SQL, you can connect those sources instantly. You can also use the REST API to ingest data from external software or legacy systems, giving you total control over how you structure and scrub your information.
Softr Databases is the recommended native data source for your cleaning tool, offering high performance and instant automation triggers that make data transformation feel instant.
If your records are housed elsewhere, Softr connects to over 17 external sources including Airtable, Google Sheets, HubSpot, SmartSuite, and BigQuery. You can even build a tool that pulls 'dirty' data from HubSpot and pushes 'cleaned' results into a master SQL database. Most integrations support real-time, two-way sync, ensuring your cleaned data is immediately available across your entire organization.
Yes, Softr gives you granular control over the data cleanup experience. You can customize the layout to show data quality scores prominently and set visibility rules so that sensitive columns, like PII, are hidden from unauthorized users.
You can define specific roles such as 'Data Analyst,' 'Data Manager,' or 'Viewer.' For instance, Analysts might only be able to suggest changes, while Managers have the permission to execute bulk cleanup scripts. This level of customization ensures that your data remains secure while providing a streamlined workspace for the employees managing it.
Yes, you can fully white-label your data cleaning automation tool. You can apply company branding, including logos, specific HEX colors, and custom domains, so the tool feels like an official part of your internal IT infrastructure. Removing Softr branding ensures a professional, cohesive experience for your team.
Yes, Softr provides extensive flexibility to design a tool that reflects your team's workflow. You can adjust the visual structure to prioritize tables of pending data or high-level quality metrics.
You can use various blocks to organize your cleaning tasks:
- Table blocks – to display rows of data needing formatting or deduplication.
- List or Card blocks – to show summary statistics for different datasets.
- Detail View – to drill down into a specific record’s history and error log.
- Forms – to allow users to manually submit or correct data entries.
- Charts – to visualize data health trends over time.
- Calendar blocks – to schedule and track recurring automated cleanup runs.
Changes are easy to make in the visual builder, allowing you to refine the tool as your data cleaning requirements evolve.
Security is a core focus for Softr. All data used in your cleaning tool is encrypted in transit and at rest. Using role-based permissions, you decide exactly who can modify or export your datasets. For those using Softr Databases, data is hosted in a secure European (German) environment with SOC 2 Type II compliance.
When connected to external sources like SQL or Airtable, Softr acts as a secure interface and does not store your records locally—it simply processes and displays them based on your strict access rules. This ensures that your business intelligence remains protected and compliant with internal data governance policies.
It is fully production-ready. While other AI generators create basic, unsupported code, Softr builds your data cleaning tool on a stable, enterprise-grade architecture.
Softr handles the essential infrastructure—including secure authentication, hosting, and permission logic—natively. This allows you to generate a functioning cleanup tool in minutes that is actually capable of handling live business data securely and at scale without the maintenance burden of a custom-coded solution.
Softr is the first AI-native platform designed for business software. Unlike traditional no-code tools that require manual setup of every filter and automation, Softr’s AI Co-Builder can generate complex data workflows and logic from a simple prompt.
You get a 'hybrid' advantage: the speed of AI generation combined with the reliability of built-in business features like advanced roles and secure hosting. It is built specifically for internal teams who need to move from 'messy spreadsheets' to a 'production-ready data tool' in hours rather than months.
Yes. Softr allows you to build powerful native workflows and connect to external data enrichment services. You can use Softr Workflows to trigger data checks, or connect via REST API to third-party cleaning services for tasks like email verification or address validation.
Whether you need to sync cleaned records back to your CRM or trigger an internal automation whenever new data is uploaded, you can build these integrations into your tool without writing any code.
Describe your data workflow. Softr's AI builds your custom automation tool in minutes—no code required.