Columns is columns is an ai-powered data storytelling tool that converts raw datasets from sql, notion, and google sheets into visual narratives. it replaces manual charting with a natural language ai chat that generates graphs, histograms, and time-series analysis based on plain-text prompts. the platform is designed for analysts and business owners who need to embed live-updating dashboards or export professional data presentations without deep technical design skills. Stepsy is stepsy is a browser-based sop generator that automatically captures screenshots and writes descriptions as you click through a process. it eliminates manual documentation for it ops, consultants, and founders by turning live workflows into step-by-step guides. notably, it exports directly to google drive and keeps image data local to the user's browser for increased privacy. Compare their risk scores, pricing, and buyer signals side by side to decide which lifetime deal fits your needs.
Columns
25
HEALTHY
Stepsy
32
HEALTHY
Columns
Stepsy
Risk Score
25
32
Pricing
Free
Free
Free Plan
Yes
Yes
Category
operations
operations
Domain Age
5 years
3 years
Founder
—
—
Location
—
—
Last Activity
—
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Columns vs Stepsy — Risk Assessment
Columns
Columns is an AI-powered data storytelling tool designed for analysts and business owners to convert raw data (SQL, Notion, Google Sheets) into visual narratives via natural language. While the founder possesses high-tier engineering pedigree (Microsoft, Facebook, Pinterest), the project currently operates as a solo venture with significant legal and security gaps that pose a risk to long-term data stability.
Cons
·No SLA: No service level agreement or breach notification timeline provided.
·Solo-founder operation: Only one team member listed, creating a high key-person risk and limited organizational depth.
·Data Loss Risk: Privacy policy states personal information is automatically deleted after 90 days.
·Limited Liability: Vendor explicitly excludes liability for consequential damages and provides the service 'as-is' without warranty.
·Lack of Attestations: No SOC 2, ISO 27001, or disclosed penetration testing; no encryption standards (at rest/in transit) specified.
Pros
·Strong Technical Pedigree: Founder has 18+ years of experience building large-scale infrastructure at Microsoft, Facebook, and Pinterest.
·Active Content: Blog is maintained with the most recent post appearing within the last 30 days.
·Professional Hosting: Hosted on Google Cloud Platform with a structured subdomain architecture (api, app, cdn, docs, status).
·Data Ownership: Terms of Service explicitly affirm that the customer owns their data.
Stepsy
Stepsy is a browser-based SOP generator designed to automate documentation by capturing screenshots and descriptions during live workflows. While it offers a high-utility tool for IT ops and consultants, the deal carries significant risk due to highly aggressive legal terms, broad data usage rights, and a lack of security certifications.
Cons
·Vendor reserves the right to terminate the LTD at any time without notice or liability.
·Vendor may raise prices mid-term without customer consent.
·Vendor claims a broad, non-confidential right to use any transmitted data for any purpose.
·Data is sold or shared with undefined 'business partners' for their own purposes.
·No user rights stated for data access, correction, deletion, or portability (GDPR/CCPA gaps).
Pros
·Published list of subprocessors provided.
·Active AppSumo deal with a 60-day refund window.
·Local image storage in the browser increases privacy for sensitive screenshots.
·Direct export to Google Drive simplifies workflow integration.
Which is safer: Columns or Stepsy?
Columns has a lower risk score (25) compared to Stepsy (32). Columns shows healthy signals across engineering, leadership, and operations. Consider your specific needs, pricing, and feature fit before deciding.
Columns vs Stepsy — Features & Capabilities
Integrations
Columns
Google SpreadsheetNotionAirtable
Stepsy
GDriveGoogle DocsChrome
Columns vs Stepsy — FAQ
Which is better: Columns or Stepsy?+
Based on risk scores, Columns has a 25/100 risk score compared to Stepsy's 32/100. Columns has a healthy risk profile. Consider pricing, features, and your specific use case alongside risk.
Is Columns safer than Stepsy?+
Yes. Columns has a risk score of 25 vs Stepsy's 32. A lower risk score indicates stronger signals across engineering health, leadership stability, operations, and infrastructure.
Columns vs Stepsy pricing — which is cheaper?+
Columns starts at Free and Stepsy starts at Free. Compare the full pricing tiers on each vendor's detail page for total cost of ownership.
Does Columns integrate with the same tools as Stepsy?+
Columns supports 3 integrations. Stepsy supports 3 integrations. Review each vendor's integration list to ensure compatibility with your stack.