Zenlytic alternatives

3 tools to consider instead of Zenlytic, shown against it.

Zenlytic Querio Wren AI Fabi.ai
Vendor Zenlytic Querio Canner (Wren AI) Fabi.ai
Pricing model Quote only Free tier + paid plans Free tier + paid plans Free tier + paid plans
Free tier — Yes Yes Yes
Deployment Cloud, Self-hosted Cloud Cloud, Self-hosted Cloud
Open source No No Yes (AGPL-3.0) No
Best for Data teams that need one governed set of metric definitions reused consistently across multiple AI chat interfaces. Teams that want their AI query layer defined and versioned as code rather than configured in a closed SaaS UI. Engineering teams that want an open-source, self-hostable semantic layer under their AI agents rather than a closed SaaS. Data teams that want a code-first AI notebook for ad hoc analysis and lightweight dashboards.
Pricing

No published pricing; sold via demo and direct quote.

Pricing has not been verified yet — see the vendor's site.

Free self-serve Startup plan with a fixed AI usage credit allowance; Core and Enterprise tiers add data connections, governance, and embedding but require contacting sales for pricing.

Startup Free
Core Not publicly listed
Enterprise Custom

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

Free open-source CLI/engine with no UI; hosted Cloud plans are credit-metered monthly subscriptions, and self-hosted Enterprise Plus is custom-quoted with session-based licensing.

Free (Cloud) $0/month
Essential Cloud $179/month, billed annually
Enterprise Cloud $559/month, billed annually
Enterprise Plus (self-hosted) Custom

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

Free Starter plan for one builder; paid Builder and Team plans price per builder seat with rising AI-request and viewer limits; app connectors are billed separately per connector.

Starter Free
Builder $39/month per seat
Team $50/month per seat
Application connectors $100/month per connector

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

Features
  • Governed semantic/metrics layer shared across AI agents
  • Imports existing dbt, LookML, or Power BI definitions
  • Works inside Claude, ChatGPT, Slack, and Microsoft Teams
  • SQL decompilation showing which fields are human-approved
  • Query and failure observability to surface unanswered questions
  • Live, re-executing dashboards with role-based access control
  • Cloud or in-VPC (self-hosted) deployment
  • Version-controlled ('analytics as code') semantic context layer
  • AI-powered notebooks for question answering and exploration
  • MCP, API, and CLI access for agent integrations
  • Scheduled dashboard and report delivery via Slack and email
  • White-label embedding with SSO and row-level security
  • Direct warehouse connections (Snowflake, BigQuery, Postgres)
  • Open-source MDL semantic layer defining tables, joins, and metrics
  • Natural-language-to-SQL via a governed context layer, not raw schema
  • Rust/Apache DataFusion query engine, 20+ data source connectors
  • Agentic and classic query modes
  • dbt integration for existing model definitions
  • Embeddable AI API for building custom interfaces
  • Self-hosted deployment for on-prem or air-gapped environments
  • Reactive notebook cells combining SQL, Python, and AI chat
  • Natural-language to SQL/Python generation
  • Auto-updating dashboards and scheduled report delivery
  • Application connectors for SaaS tools (HubSpot, Shopify, Google Ads)
  • dbt and version-control integration
  • Shareable, view-only dashboard links
  • Slack app for querying from chat

In the index now