Does Actian AI Analyst support MCP and tool calling?

Full under the Agentic Index verification standard. Actian AI Analyst publishes public evidence of Model Context Protocol (MCP) support, tool calling, and API or SDK extensibility for connecting agents to external tools. Evidence basis: A Public API authenticated with admin created bearer keys (sk_ secrets with optional expiry) is documented, with endpoints under app.wobby.ai/api/public/v1 such as the semantic layer, and the Scale and Enterprise plans include the Actian AI. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Actian AI Analyst give you tracing and observability into agent runs?

Full under the Agentic Index verification standard. Actian AI Analyst publishes public evidence of tracing, observability and audit logging into agent runs, so a team can see what an agent did and why. Evidence basis: Traces record each conversation with every response and its reasoning steps, charts and tables, audit logs record which user or agent initiated and executed each create, update, delete, execute, download and view with field level diffs, bot. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Actian AI Analyst require human approval before an agent acts?

Full under the Agentic Index verification standard. Actian AI Analyst publishes public evidence of human approval steps and guardrails, so an agent action can be held for review before it executes. Evidence basis: Steward's proposed plans run only after an admin approves them, in Plan Mode the analyst waits for the user's approval of its plan before running the analysis, and admins restrict which models, dimensions and measures each analyst may use. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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Actian AI Analyst

Q: What are the best alternatives to Actian AI Analyst?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Actian AI Analyst among data analyst agents are BlazeSQL, Opensee, Querio, Brewit. Each is graded on the same public evidence, and no vendor pays for placement.

Also known as: Wobby, wobby.ai

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Data analyst agentfirst party productVerified 2026-09-28

Entry priceFrom $499 per month ($5,950 billed annually), Starter; 14 day free trialFull pricing detail

Wobby, now sold as Actian AI Analyst, answers plain language questions over a company's data warehouse through a governed semantic layer, with a Steward agent that maintains it, scheduled insights and answers in Slack and Microsoft Teams.

Wobby, now sold as Actian AI Analyst, is an AI data analyst for teams whose data sits in a warehouse. Actian, the data and AI division of HCLSoftware, took over the product, and wobby.ai now redirects to Actian's AI Analyst pages. Business users ask questions in plain language in a web app or in Slack and Microsoft Teams, and the analyst queries Snowflake, BigQuery, Databricks, Redshift, Microsoft Fabric, SQL Server, PostgreSQL, ClickHouse and other sources through a governed semantic layer.

The semantic layer holds models, dimensions, measures, metrics, relationships, filters and a glossary, and a Steward agent helps build it. Steward also periodically reviews where the analysts struggled and what users asked, and proposes improvement plans that run only after an admin approves them. In Plan Mode the analyst sets out the steps it intends and waits for approval before running them, and Scheduled Insights rerun a prompt on a cron schedule and raise an inbox item or an email when a finding is worth surfacing.

Traces show each conversation with its reasoning steps, and audit logs record which user or agent took each action, with field level changes. Admins and users have separate roles, access to each analyst can be limited to named users, and a Public API with bearer keys is available on the Scale and Enterprise plans. Data is stored on Google Cloud in the European Union, and Actian states that it uses models from Microsoft Azure, Anthropic and Google Cloud depending on the task. Plans start at $499 a month, with a 14 day free trial.

Vendor details

Canonical URL

https://www.actian.com/ai-analyst/

Company status

first party product

Use cases & customers

In practice

A data team uses the Steward Agent to define metrics and relationships once, then lets business users ask questions in Slack that always resolve against the same governed semantic layer.

An analyst asks a deep question about why revenue fell in a region, and the agent reasons across many tables, then returns a report showing every join and calculation behind the answer.

A finance team lets Actian AI Analyst monitor key metrics continuously, so it surfaces an unexpected anomaly and delivers a structured report automatically before anyone thinks to run the query.

Agentic Index coverage score

9.5 / 14 capabilities · 68%

Integrations & Tool Calling	Partial
Actian AI Analyst, formerly Wobby, connects to Snowflake, BigQuery, Databricks, Redshift, Azure Synapse, Microsoft Fabric, SQL Server, PostgreSQL, MySQL, MariaDB, ClickHouse, MotherDuck, Actian's own databases and CSV files, runs the queries it writes, and posts answers and alerts to Slack and Microsoft Teams; no action in the connected systems and no custom tool is documented. Sourcedocs.actian.com/ai-analyst/settings/integrations.htmlread 2026-09-28
Workflow Orchestration	Partial
The analyst runs multi step analyses and in Plan Mode lays out the steps it intends before running them, and reports and scheduled insights rerun a prompt, but no branching, conditions, multiple cooperating agents or flow the buyer composes is documented; the sequence is the product's own. Sourcedocs.actian.com/ai-analyst/agent/working-with-agents/plan-mode.htmlread 2026-09-28
Knowledge Grounding & RAG	Full
Answers are grounded in a governed semantic layer of models, dimensions, measures, metrics, relationships, pre defined filters and a glossary, compiled to SQL through Semantic SQL, which the Steward agent helps build and admins edit in Studio, and which can be exported and imported in the Open Semantic Interchange format. Sourcedocs.actian.com/ai-analyst/semantic-layer/overview.htmlread 2026-09-28
Human Oversight & Guardrails	Full
Steward's proposed plans run only after an admin approves them, in Plan Mode the analyst waits for the user's approval of its plan before running the analysis, and admins restrict which models, dimensions and measures each analyst may use. Sourcedocs.actian.com/ai-analyst/steward-ai-agent/steward-inbox.htmlread 2026-09-28
Security, Identity & Governance	Partial
Two roles (Admin with Studio access, User with Explorer only), per analyst restriction to named users, two factor authentication, session management and audit logs are documented, with no SSO described; Actian's trust center lists SOC 2 Type II for the Actian Data Platform and Data Intelligence Platform and ISO/IEC 27001:2022 for the Data Intelligence Platform and Actian Corporation without naming AI Analyst in scope, so neither certification is confirmed to cover this product. Sourceactian.com/company/trust-centerread 2026-09-28
Observability & Auditability	Full
Traces record each conversation with every response and its reasoning steps, charts and tables, audit logs record which user or agent initiated and executed each create, update, delete, execute, download and view with field level diffs, both export as CSV, and every answer shows its joins, filters and metric calculations. Sourcedocs.actian.com/ai-analyst/ai-analysts/monitoring/traces.htmlread 2026-09-28
Memory & State Persistence	Partial
Conversation history is kept and follow up questions keep their context within a thread, while the standing instructions and saved prompts admins write for each analyst are instructions rather than memory; no memory store the agent writes and reads across sessions is documented. Sourcedocs.actian.com/ai-analyst/governance/how-ai-analyst-handles-your-data.htmlread 2026-09-28
Deployment & Data Residency	Partial
Data is stored in PostgreSQL on Google Cloud Platform in the European Union with no region choice documented, and the Enterprise plan lists custom deployment requirements without naming a region, customer cloud or on premises option; the July zero copy reading describes queries run in place, not a deployment mode. Sourceactian.com/ai-analyst/pricingread 2026-09-28
Prebuilt Agents, Templates & Packs	Partial
Admins configure each analyst with instructions, saved prompts and pre configured suggested questions, and users build and share reports, but no packaged analysts, templates or catalog are offered. Sourcedocs.actian.com/ai-analyst/ai-analysts/creating-an-agent/suggestions.htmlread 2026-09-28
Triggers & Channel Coverage	Full
Scheduled Insights run a prompt automatically on a cron schedule in a chosen timezone, without anyone opening the app, and raise an inbox item and an email when the analyst judges a finding worth surfacing; analysts also answer in Slack and Microsoft Teams channels and the web app. Sourcedocs.actian.com/ai-analyst/agent/working-with-agents/scheduled-insights.htmlread 2026-09-28
Model Flexibility & Routing	Partial
Actian states that AI Analyst uses models from Microsoft Azure, Anthropic and Google Cloud, with the provider depending on the task; the routing is Actian's and no customer or admin choice of model is documented. Sourcedocs.actian.com/ai-analyst/governance/how-ai-analyst-handles-your-data.htmlread 2026-09-28
APIs, SDKs & MCP Extensibility	Full
A Public API authenticated with admin created bearer keys (sk_ secrets with optional expiry) is documented, with endpoints under app.wobby.ai/api/public/v1 such as the semantic layer, and the Scale and Enterprise plans include the Actian AI Analyst API; the full endpoint list sits on the API reference page. Sourcedocs.actian.com/ai-analyst/public-api/api-keys.htmlread 2026-09-28
Testing, Debugging & Optimization	Full
The Steward agent periodically reviews where the analysts struggled, what users asked and how well the semantic layer served those questions, and proposes improvement plans, an optimization loop on the deployed analysts' behavior after deployment; no test set or scored cases are documented, and the Analytics page counts usage rather than quality. Sourcedocs.actian.com/ai-analyst/steward-ai-agent/steward-inbox.htmlread 2026-09-28
Browser & Computer Use	Not documented
AI Analyst works through warehouse connections, the semantic layer and messaging apps; no browser, desktop or computer control is described. Sourcedocs.actian.com/ai-analyst/index.htmlread 2026-09-28

The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Recent platform changes

2026-07-19·Security / enterprisePartially Verified

Actian expanded AI Analyst (formerly Wobby) with a Data Steward Agent that synchronizes business definitions and enforces data policies. The update also introduces Data Observability Agents to monitor pipeline health and a Model Context Protocol (MCP) server, allowing third-party AI agents to query governed business logic via open standards.

Bears on: Security / enterprise

View source

View all 1 change for Actian AI Analyst →Tracked since Jul 2026 · Verified from public vendor sources

Pricing

From $499 per month ($5,950 billed annually), Starter; 14 day free trial

per plan per month by message allowance, users, analysts and tables

Trial available

What is public

Starter, Growth and Scale prices with messages, users, analysts and tables; Enterprise is custom.

Overage / add-ons

No automatic overage charges; when the monthly message allowance runs out the account is prompted to upgrade; a report create or update uses 10 messages

Sales call required

Mixed (some tiers require a call)

Free / trial

14 day free trial, no credit card

Lowest paid plan

Starter ($499 per month)

Agentic Index verified 2026-09-28

Official pricing page

Related vendors

Alternatives to Actian AI Analyst

The closest documented capability profiles to Actian AI Analyst among data analyst agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

BlazeSQL9.0 / 14Fuller documented coverage on Integrations & Tool Calling and Deployment & Data Residency
Opensee10.0 / 14Fuller documented coverage on Integrations & Tool Calling and Deployment & Data Residency
Querio9.0 / 14Fuller documented coverage on Security, Identity & Governance and Deployment & Data Residency
Brewit6.5 / 14A lighter documented profile than Actian AI Analyst
Datafold11.5 / 14Fuller documented coverage on Integrations & Tool Calling and Security, Identity & Governance
Hex12.5 / 14Fuller documented coverage on Integrations & Tool Calling and Workflow Orchestration

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Actian AI Analyst with other vendors →Compare all data analyst agents →See where Actian AI Analyst ranks →

Data confidence: high

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