QuantumLayers vs Tier8

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

QuantumLayers compared with Tier8
Detail	QuantumLayers	Tier8
What it does	No-code AI data analytics platform that finds patterns and explains them in plain language	AI transformation planning and assessment for small and mid-size companies
Stage	Not given	Startup
Founded	Not given	2026
Based in	CA	US
Pricing model	Freemium	Paid
Pricing	Free: $0/mo with 10 MB files, 20,000 rows, 1 dataset, 5 AI insights per dataset, 50,000 monthly AI tokens. Pro: $25/user/mo with 1 GB files, 2M rows, unlimited datasets, 50 AI insights per dataset, 2,500,000 monthly AI tokens. Startup: $225/mo for 10 licenses plus $20 per additional user per month.	AI Transformation Journey: $495 (founding price, limited time; standard price $2,495). RAISE OS™ AI Maturity Assessment: $299. Journey includes the assessment for up to six leaders and 30 days of corrections. Both are one-time payments with no subscription.
Key features	Connect SQL databases, REST APIs, Google Sheets, SFTP, and CSV files Automatic multi-source data merging without ETL pipelines 14 visualization types including time series, violin plots, bubble charts, heat maps Automated statistical analysis with correlation, ANOVA, trend analysis, outlier detection AI-generated plain-language business insights Scheduled reports delivered by email in HTML or PDF format Continuous monitoring with alerts for emerging or disappearing patterns Report scheduler for automated delivery of insights On-premise deployment for Enterprise plan	Three guided AI sessions delivered in web app on your own schedule Voice or text responses with automatic saving 18-month AI roadmap delivered as three PDF documents One-page summary, roadmap, and companion document 30-day make-it-right guarantee with revision option Add a Process feature to cover additional processes (coming soon) 90-Day Check-ins to update roadmap (coming soon)
What makes it different	No data engineer or SQL knowledge required – designed for non-technical business users Data stays in your infrastructure with no migration or proprietary data warehouse required Automatically ranks findings by statistical significance and business importance to surface what matters Permanent free plan with no credit card required	Asks hard questions designed to dig in and stay specific to your business, unlike general AI chatbots No vendor pitch or product recommendations, just independent advice Includes team assessment with up to six leaders' perspectives All numbers are labeled and traceable to your own data
Community votes	0	0
DR (Domain Rating by Ahrefs)	22 −1 (down) since last check	7 no change since last check
Trust Flow (Majestic)	4	0
Citation Flow (Majestic)	18	16
Referring domains (Majestic)	20	2

6 details filled in for both companies.

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