Question 1

What is Tellius and what does it do?

Accepted Answer

Tellius is an enterprise AI analytics platform that provides natural language search, automated insights, and data visualization. It is primarily used by large enterprises, with a strong customer base in the pharmaceutical industry. However, its 8-12 week deployment timeline and enterprise-only pricing put it out of reach for most mid-market teams.

Question 2

How long does Tellius take to implement?

Accepted Answer

Tellius deployments typically take 8-12 weeks with dedicated implementation teams, custom configuration, and training sessions that cost $200-$500 per user. Querri can be set up in minutes with self-service onboarding, no implementation team required, and no training costs.

Question 3

How much does Tellius cost?

Accepted Answer

Tellius offers a Premium tier at $495/month for 5 users, with custom Enterprise pricing on top. Implementation costs range from $10K-$50K, and training runs $200-$500 per user. Querri offers transparent pricing starting at $16-20/user/month with a free tier available, no implementation fees, and no training budget required.

Question 4

Is Tellius only for pharmaceutical companies?

Accepted Answer

While Tellius serves multiple industries, its customer base is heavily concentrated in pharmaceutical and life sciences. This vertical focus means other industries may find themselves adapting pharma-oriented workflows. Querri is industry-agnostic and designed to work with any business data from any sector, including marketing, sales, finance, and operations.

Question 5

Tellius vs Querri: which is better for mid-market companies?

Accepted Answer

Tellius is built for large enterprises with dedicated IT teams and substantial analytics budgets. For mid-market companies, Querri offers a faster path to value with minutes-not-months deployment, transparent per-user pricing, and an intuitive interface that does not require specialized training or implementation consultants.

Question 6

Can Tellius be set up without an implementation team?

Accepted Answer

No. Tellius typically requires a dedicated implementation project with professional services, data modeling, and configuration that takes 8-12 weeks. Querri is fully self-service: sign up, connect your data sources, and start analyzing in minutes without any IT involvement or consulting engagement.

Question 7

Does Tellius offer embedded analytics?

Accepted Answer

Tellius does not offer an embedded analytics product. If you need to integrate analytics into your own customer-facing applications, you would need a separate solution. Querri includes a lightweight embedded analytics SDK with white-label support as part of the platform.

Question 8

What are Tellius limitations?

Accepted Answer

Key Tellius limitations include lengthy 8-12 week deployments, enterprise-only pricing that starts at $495/month, gaps in data preparation and ingestion automation, no embedded analytics offering, and a vertically focused customer base. Querri addresses these with instant deployment, transparent pricing from $16/user/month, built-in data cleaning, and embedded analytics.

Question 9

Is Tellius easy to use for non-technical users?

Accepted Answer

Tellius offers natural language search capabilities, but the platform is optimized for complex enterprise workflows that benefit from analyst-level expertise. Initial setup and configuration require technical resources. Querri is designed for non-technical users from the ground up, with an intuitive interface that requires no training or technical background.

Question 10

What is the best alternative to Tellius?

Accepted Answer

For teams that want AI-powered analytics without the enterprise deployment timeline and pricing, Querri is a strong alternative. It offers natural language queries, persistent dashboards, automated reporting, proactive insights, and embedded analytics at a fraction of the cost, with setup that takes minutes instead of months.

Question 11

Does Tellius offer proactive insights?

Accepted Answer

Tellius offers a Feed Metrics Tracker for enterprise users that provides some automated insight capabilities. However, accessing this feature requires the full enterprise deployment and pricing. Querri includes proactive insights and anomaly detection in all plans, automatically surfacing trends and changes in your data without requiring enterprise-tier pricing.

Question 12

Can I try Tellius before buying?

Accepted Answer

Tellius requires engaging with their sales team for demos and custom scoping before you can evaluate the product. There is no self-service free trial. Querri offers a free tier that you can sign up for immediately, allowing you to connect your data and evaluate the platform before committing to a paid plan.

Question 13

How does Tellius pricing compare to Querri?

Accepted Answer

Tellius Premium starts at $495/month for 5 users, with enterprise pricing, $10K-$50K implementation, and $200-$500/user training on top. A typical mid-market deployment costs $50K+ annually. Querri starts at $16-20/user/month with no implementation fees, no training costs, and a free tier available. Most teams spend $2K-$6K per year.

Question 14

Is Tellius a good company to work with long-term?

Accepted Answer

When evaluating any vendor for long-term partnership, it is worth considering company stability, employee satisfaction, and customer support quality. Querri offers transparent pricing, self-service onboarding, and responsive support designed to help mid-market teams succeed with data analytics over the long term.

Question 15

How do I migrate from Tellius to Querri?

Accepted Answer

Migrating from Tellius to Querri involves connecting your data sources to Querri (which takes minutes) and recreating key dashboards using natural language queries. Since Querri connects to the same databases Tellius uses, your underlying data infrastructure stays the same. Most teams can be fully operational on Querri within a day rather than the weeks required for the initial Tellius deployment.

Dimension	Querri	Tellius
Easy to Use	Natural language interface—no training required	Optimized for complex enterprise workflows, not simple queries
Deploy Fast	Minutes from signup to first insight	8–12 week deployment; 50x slower than Querri
Just Works	AI handles data cleaning and analysis automatically	Powerful for enterprises with proper setup and curation
All-in-One Platform	Clean, analyze, visualize, and share in one tool	Gaps in data preparation and ingestion automation
Proactive Insights	AI surfaces trends and anomalies automatically	Feed Metrics Tracker for enterprise users
Embedded Analytics	Lightweight SDK with white-label support	No embedded analytics offering
Transparent Pricing	Published plans from $16/user/mo with AI included	Enterprise-only; implementation $10K–$50K; training $200–$500/user

Cost Category	Querri	Tellius
Per-User License	From $16/user/mo (Core) to $50/user/mo (Pro)	Premium: $495/mo (5 users). Enterprise: custom. Implementation: $10K–$50K. Training: $200–$500/user
AI/NL Features	Included in all plans	Included in premium tiers
Implementation	Self-service, minutes to start	$10K–$50K implementation cost
Training	No training required	$200–$500 per user
Typical Mid-Market Annual	$2K–$6K/year for most teams	$50K+ including implementation and training

Querri vs Tellius

Feature-by-Feature Comparison

Easy to Use

Deploy Fast

Just Works

All-in-One Platform

Proactive Insights

Embedded Analytics

Transparent Pricing

Minutes, Not Months

Instant Setup

Zero Configuration

Immediate ROI

Built for Every Team, Not Just Pharma

Industry Agnostic

Role-Based Insights

Flexible AI

Self-Service Pricing, No Sales Call Required

Published Pricing

AI Included

No Training Budget

Total Cost of Ownership

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Frequently Asked Questions