How much does Onetab cost?

Free to start through self serve signup; paid pricing is not published and is quoted through a demo. SAML single sign-on and provisioning point to a sales-led enterprise motion.

What are the best alternatives to Onetab?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Onetab among enterprise operations agents are Nominal, Pennant Technologies, Suplari, Apprentice.io. Each is graded on the same public evidence, and no vendor pays for placement.

Does Onetab give you tracing and observability into agent runs?

Full under the Agentic Index verification standard. Onetab 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: Every step an agent takes can be watched in the thread it runs in. Every read and write is recorded and attributed, and the record can be exported for audit. Anything an agent did can be replayed, showing what it did and in what order. The. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Onetab require human approval before an agent acts?

Full under the Agentic Index verification standard. Onetab publishes public evidence of human approval steps and guardrails, so an agent action can be held for review before it executes. Evidence basis: A person's name stays on anything that cannot be undone, which is one of Onetab's product principles, and approvals are built in. Any action that sends, deletes or pays pauses until a person says yes. Agents run inside permissions the custo. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Onetab support MCP and tool calling?

Partial under the Agentic Index verification standard. Onetab publishes some public evidence of tool calling and API or SDK extensibility, but narrower than full Model Context Protocol (MCP) support as defined by the Agentic Index taxonomy. Evidence basis: A Developers section links three public documentation sets on Onetab's own Notion workspace, called API Documentation, CI/CD Documentation and Hook App Documentation. Anyone can open them without signing up. Onetab does not say what the API. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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Onetab

Q: Who is Onetab for?

Enterprise, Engineering teams, Support teams, Sales teams

Also known as: Onetab AI, Onetab.ai, OneAsk, OneReap, OneSearch

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Enterprise operations agentindependentVerified 2026-09-07

Entry priceFree to start; paid pricing not publishedFull pricing detail

A unified suite of enterprise AI agents that automate workflows across a team's existing tools, with permissions set tool by tool, human approval before send, delete or pay actions, action replay, and exportable audit logs.

Onetab is an agentic work platform built around a shared channel where a team and its AI workers operate together. People mention an agent the way they would a colleague, watch every step it takes in the thread, and keep a human name against anything that cannot be undone. Any action that sends, deletes or pays pauses for an explicit approval, and each agent runs inside permissions the customer sets tool by tool, granted read only or read write with one click revoke.

Forty or more agents are ready to use and teams can build their own, with named agents for HR and staffing, sales, IT, marketing, customer service and property management, and industry sets for financial audit, insurance, real estate, healthcare and retail analytics. Agents work across a team's existing stack, with integrations spanning Gmail and Outlook, Salesforce and HubSpot, Sheets and Excel, Zendesk and Intercom, Notion and Confluence, Google Calendar, Slack and Teams, and Jira and Linear. Every read and write is recorded, attributed and exportable for audit, and any agent action can be replayed.

The platform offers SAML single sign on, automated provisioning, region and retention controls, and AES-256 and TLS encryption, and publishes developer documentation covering an API, CI/CD and a hook app. Onetab is available as a free self serve signup and a downloadable app, with paid pricing quoted instead of published. Founded in 2023 by Saket Dandotia with Sonal Dandotia and Alok Patil, the company is seed funded by investors including SOSV, LIT Fund and Orbit, and has its address in New York while operating across Singapore and India. It does not publish customer chosen models, a security certification, or a self hosted deployment option.

Vendor details

Canonical URL

https://www.onetab.ai

Funding status

Private, seed stage. Based in Singapore; investors include SOSV and Orbit Ventures.

Company status

independent

Use cases & customers

Primary use cases

Cross-tool workflow automationSupport and operations triageEnterprise hybrid searchSDLC and DevOps automation

Target customers

EnterpriseEngineering teamsSupport teamsSales teams

Deployment options

SaaS

Integrations

Integrations with Gmail and Outlook, Salesforce and HubSpot, Google Sheets and Excel, Zendesk and Intercom, Notion and Confluence, Google Calendar, Slack and Teams, and Jira and Linear, with read only or read write access granted tool by tool. Onetab calls its design API first and publishes API, CI/CD and Hook App documentation.

In practice

Your support inbox fills faster than the team can answer. An Onetab agent drafts a response whenever a support email arrives, and anything it sends waits for a person to approve it.

Your payments team chases alerts across several tools. In a shared channel, Onetab agents read each alert, gather context and route the case with a recommended next step, handing off to a person when needed.

Your auditors ask what an agent changed. Onetab records and attributes every read and write, exports the record for audit and can replay anything an agent did.

Sources & related URLs

Research sources

https://www.onetab.ai/ https://www.onetab.ai/ai-agents/ https://www.onetab.ai/product/overview/ https://www.onetab.ai/onetab-ai-the-all-in-one-ai-agent-for-modern-software-development/

Agentic Index coverage score

7.5 / 14 capabilities · 54%

Integrations & Tool Calling	Full
Agents act inside the customer's connected tools, not only read from them. Access is granted tool by tool as read only or read write, with one click revoke. Agents can send, delete and pay in outside systems, and those actions pause for approval. Integrations cover Gmail and Outlook, Salesforce and HubSpot, Sheets and Excel, Zendesk and Intercom, Notion and Confluence, Google Calendar, Slack and Teams, and Jira and Linear. SourceOnetab, onetab.airead 2026-09-07
Workflow Orchestration	Full
Multiple agents work a case together in a shared channel, where a team and its AI workers run side by side and every step shows in the thread. In one example, a payments channel is staffed by two people and three AI workers, and a named agent is addressed like a colleague. Agents complete multi step tasks end to end. They read an alert, gather context and route each case with a recommended next step, handing off between agents and people. The multi agent channel is the core of the product. SourceOnetab, onetab.airead 2026-09-07
Knowledge Grounding & RAG	Partial
Before Onetab became a channel based agentic work platform, it sold an SDLC and enterprise search suite. That suite included OneSearch, a hybrid enterprise search agent that integrated with enterprise data for precise search across the customer's connected systems. Onetab's agents now run by department and industry, and no search product is among them. Agents draw on the customer's connected tools. Onetab names no index, graph or embeddings layer and no corpus that persists and stays queryable beyond a run. SourceOnetab, onetab.airead 2026-09-07
Human Oversight & Guardrails	Full
A person's name stays on anything that cannot be undone, which is one of Onetab's product principles, and approvals are built in. Any action that sends, deletes or pays pauses until a person says yes. Agents run inside permissions the customer sets tool by tool, as read only or read write with one click revoke. The approval step is part of Onetab itself and can be set per tool. SourceOnetab, onetab.airead 2026-09-07
Security, Identity & Governance	Partial
Access controls include SAML single sign on, automated provisioning, tool by tool access granted as read only or read write with one click revoke, and region and retention controls. Data is protected with AES-256 and TLS. Onetab names no security certification, and the compliance badges it once displayed were marked illustrative. It publishes no trust or security page. SourceOnetab, onetab.airead 2026-09-07
Observability & Auditability	Full
Every step an agent takes can be watched in the thread it runs in. Every read and write is recorded and attributed, and the record can be exported for audit. Anything an agent did can be replayed, showing what it did and in what order. The record is Onetab's own, not logs from the customer's systems. Watching agents work in the thread is at the center of the product. SourceOnetab, onetab.airead 2026-09-07
Memory & State Persistence	Not documented
Conversation history stays in the channel thread as part of the messaging surface. Onetab does not say whether agents keep anything between runs, how long it would last, or how a customer could find and delete it. SourceOnetab, onetab.airead 2026-09-07
Deployment & Data Residency	Partial
A data region control sits alongside retention controls. Onetab publishes no list of regions and does not say how a customer chooses one or whether a customer environment is available. It names no self hosted, VPC or on premises option. SourceOnetab, onetab.airead 2026-09-07
Prebuilt Agents / Templates / Packs	Full
There are 40 or more agents ready to use, and teams can also build their own. Each department has a named agent (HR and staffing, sales, IT, marketing, customer service and property management), as does each industry (financial audit, insurance, real estate, healthcare and retail analytics). Each agent has its own page and is a complete unit with its own job. SourceOnetab, onetab.airead 2026-09-07
Triggers & Channel Coverage	Partial
Agents start work in two ways. A person can address an agent by name in a channel. An agent can also act on an event, such as drafting a response whenever a support email arrives, running always on across the connected channels. The one event Onetab names is an arriving email, in one channel. It names no schedule, webhook or configurable event trigger. SourceOnetab, onetab.airead 2026-09-07
Model Flexibility & Routing	Not documented
Onetab names no model provider and no way for a customer or admin to select the model. SourceOnetab, onetab.airead 2026-09-07
APIs / SDKs / MCP Extensibility	Partial
A Developers section links three public documentation sets on Onetab's own Notion workspace, called API Documentation, CI/CD Documentation and Hook App Documentation. Anyone can open them without signing up. Onetab does not say what the API covers, or whether it drives Onetab or the tools Onetab connects to. SourceOnetab, onetab.ai and onetab.notion.site (client rendered)read 2026-09-07
Testing, Debugging & Optimization	Not documented
Onetab names no way to evaluate its agents, such as scored test cases, a release gate or a loop that improves an agent after a change. The earlier SDLC suite included an agent that performed software quality assurance on the customer's code, not on the agents, and it no longer appears among Onetab's agents. SourceOnetab, onetab.airead 2026-09-07
Browser / Computer-use	Not documented
Connected integrations are how agents reach the customer's tools, with read only or read write grants for each tool. Onetab offers a desktop application to download. It names no agent control of a browser, desktop or remote computer. SourceOnetab, onetab.airead 2026-09-07

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

Pricing

Free to start; paid pricing not published

not disclosed

Free tier

What is public

Only the free entry point. The site publishes self serve signup and a downloadable app with no card mentioned, and routes everything else to a demo; no plan, limit or rate is published.

Billing mechanics

Not disclosed. A free self serve tier exists and everything above it is quoted; no unit, tier or rate is published.

Variable cost rationale

Likely seat and usage based for an enterprise agent suite, with predictable add-ons; no public rate published.

Additional watchouts

Free entry is real and self serve, but nothing states what it includes or where it stops, so the step from free to paid cannot be sized from the site.

Sales call required

Mixed (some tiers require a call)

Free / trial

Sign up for free and Start free are published on the homepage, with self serve signup at apps.onetab.ai and a downloadable app; no plan limits are stated

Lowest paid plan

Not published

Missing data

No paid rate, tier list, plan limit or billing unit is published, and no pricing page exists.

Agentic Index verified 2026-09-07

Official pricing page

Related vendors

Alternatives to Onetab

The closest documented capability profiles to Onetab among enterprise operations agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Nominal7.0 / 14Fuller documented coverage on Triggers & Channel Coverage
Pennant Technologies6.0 / 14A lighter documented profile than Onetab
Suplari8.0 / 14Fuller documented coverage on Knowledge Grounding & RAG and Triggers & Channel Coverage
Apprentice.io8.5 / 14Adds documented Testing, Debugging & Optimization
Cambio6.5 / 14Fuller documented coverage on Knowledge Grounding & RAG
Cosmon8.5 / 14Fuller documented coverage on Knowledge Grounding & RAG and Deployment & Data Residency

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 Onetab with other vendors →Compare all enterprise operations agents →See where Onetab ranks →

Data confidence: medium

Head to head

Onetab vs Play