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. Lapsula is lapsula is an appointment scheduling software designed for health clinics, wellness professionals, and coworking spaces. it combines an embeddable booking widget with automated whatsapp and sms reminders to reduce no-shows and integrates with stripe for deposit collection. notably, it includes specialized spanish and basque tax compliance integrations like verifactu and ticketbai for automated invoicing. Compare their risk scores, pricing, and buyer signals side by side to decide which lifetime deal fits your needs.
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.
Lapsula
Lapsula is a specialized appointment scheduling tool with strong niche appeal (health/wellness and Spanish/Basque tax compliance). While it has a high user rating and stable infrastructure, there are critical red flags regarding engineering transparency and operational activity that suggest the product may be in a 'maintenance' phase rather than an 'active growth' phase.
Cons
·No public changelog or visible commit activity found, making it impossible to verify current development velocity.
·Blog has been inactive for over 470 days, indicating a lapse in company communication and marketing.
·Minimal social presence and no active team engagement on community platforms like Reddit.
·No explicit data export guarantee found in the Terms of Service, creating potential vendor lock-in.
Pros
·Consistent pricing tiers (Hobby, Starter, Pro) with no evidence of erratic price hikes.
·High AppSumo rating (4.55/5) based on 33 reviews.
·Stable domain (4 years old) and healthy website response times.
·Active website content changes detected over the last 17 months.
Which is safer: Columns or Lapsula?
Lapsula has a lower risk score (18) compared to Columns (25). Lapsula shows healthy signals across engineering, leadership, and operations. Consider your specific needs, pricing, and feature fit before deciding.
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Columns vs Lapsula — FAQ
Which is better: Columns or Lapsula?+
Based on risk scores, Lapsula has a 18/100 risk score compared to Columns's 25/100. Lapsula has a healthy risk profile. Consider pricing, features, and your specific use case alongside risk.
Is Lapsula safer than Columns?+
Yes. Lapsula has a risk score of 18 vs Columns's 25. A lower risk score indicates stronger signals across engineering health, leadership stability, operations, and infrastructure.
Columns vs Lapsula pricing — which is cheaper?+
Columns starts at Free and Lapsula starts at Free. Compare the full pricing tiers on each vendor's detail page for total cost of ownership.
What features does Columns have that Lapsula doesn't?+
Lapsula uniquely offers appointment booking, clinic management, medical appointments, online booking, WhatsApp reminders. Check each product's full feature list for a complete comparison.
Does Columns integrate with the same tools as Lapsula?+
Columns supports 3 integrations. Lapsula supports 6 integrations. Review each vendor's integration list to ensure compatibility with your stack.