Agentic Index

Agentic Index

Querio vs Zenlytic (2026)

Querio and Zenlytic both answer plain English questions against a live data warehouse, grounded in governed context, and they price very differently. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.

Querio publishes per workspace plans billed annually, Startup at 5,000 dollars a year for one connection and ten users and Core at 20,400 dollars, and is free to start; it answers with SQL and Python notebook cells, keeps workspace memory, schedules automations to Slack and email and exposes an API and MCP. Zenlytic's agent, Zoë, builds and extends a governed semantic layer and answers with verifiable SQL in its own app, Slack, Teams, Claude or ChatGPT; it charges per seat plus query usage and platform fees, quoted by sales, with a free trial on your own warehouse. On the grid Zenlytic is Full on integrations, model choice and orchestration where Querio is Partial or None. Choose Querio for a published annual price and notebooks; choose Zenlytic for answers delivered where your team already works.

This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Querio and Zenlytic are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 955 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded

Choose Querio if

  • A published annual price per workspace lets you budget before a sales call.
  • Analysts want answers as SQL and Python notebook cells they can extend.
  • Other agents should reach the workspace through an API and MCP.

Choose Zenlytic if

  • An agent should build and extend your semantic layer, not only read it.
  • Answers should arrive in Slack, Teams, Claude or ChatGPT.
  • You want to trial it on your own warehouse before a quote.
Feature
Q
Querio
Z
Zenlytic
Action & orchestration

Integrations & Tool Calling

Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools.

Workflow Orchestration

Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps.

Triggers & Channel Coverage

How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools.
Knowledge & context

Knowledge Grounding & RAG

Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers.

Memory & State Persistence

Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer.
Control & trust

Human Oversight & Guardrails

Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls.

Security, Identity & Governance

RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy.

Observability & Auditability

Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior.

Deployment & Data Residency

Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting.
Solution readiness

Prebuilt Agents, Templates & Packs

Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value.
Platform extensibility

Model Flexibility & Routing

Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys.

APIs, SDKs & MCP Extensibility

Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems.

Testing, Debugging & Optimization

Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment.
Specialist automation

Browser & Computer Use

Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone.

Pricing snapshot

Sourced from the Index pricing dataset · open each vendor's profile for full detail.

Pricing
Q
Querio
Z
Zenlytic

Entry price

Lowest public entry point

 Startup $417 per month, billed $5,000 per year per workspace; free to start Contact sales for a quote. A free trial is available.

Pricing confidence

How public the numbers are

 Public, exact Contact only

Billing

Primary billing axis

 per workspace, billed annually, with an AI usage credit allowance Per seat, plus query based usage and platform fees.

Variable cost

Workload / overage exposure

 Medium variable cost Medium variable cost

Free tier / trial

Try before you buy
Free tier
No free tierTrial

Buying motion

Self-serve vs sales call

 Mixed Sales call
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