Agentic Index
Onetab vs Play (2026)
Both score 7 of 14 giving a team agents across the tools it already uses, differing on emphasis.
Play combines a workspace, a no code app builder and a coworker layer running agents, with admin controls over data and actions. OneTab is a suite of enterprise agents automating workflows across existing tools with tool by tool permissions, human approval before send, delete or pay actions, action replay and exportable audit logs. OneTab's approval gate on irreversible actions and its action replay are the stronger governance story; Play is the better building surface.
Choose Onetab if
- Approval before send, delete or pay is the specific control that gets this approved.
- Action replay and exportable audit logs are what your compliance function will ask for.
- Tool by tool permissions match how cautiously you want to roll this out.
Choose Play if
- Your team wants to build applications and agents, not just run prebuilt ones.
- A shared workspace is where you want the work to live.
- Admin controls at the platform level are sufficient governance for your risk profile.
| At a glance | Onetab | Play |
|---|---|---|
| Category | Enterprise operations agent | Agent builder |
| Entry price | Contact for pricing | Not public. Play is an enterprise AI workspace platform supporting identity, provisioning, deployment, and procurement, sold through a demo and sales motion. |
| Free / trial | Not documented | Schedule a demo. |
| Pricing confidence | contact only | contact only |
| Feature | O Onetab |
P Play |
|---|---|---|
| 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. |
Full / Explicit | Full / Explicit |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Partial |
|
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. |
Partial | Partial |
| 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. |
Partial | Partial |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
No / Not documented | Partial |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Full / Explicit | Full / Explicit |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Partial | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Partial |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Partial | Partial |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | Full / Explicit |
| 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. |
No / Not documented | No / Not documented |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Partial | Partial |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
No / Not documented | No / Not documented |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | O Onetab |
P Play |
|---|---|---|
|
Entry price Lowest public entry point |
Contact for pricing | Not public. Play is an enterprise AI workspace platform supporting identity, provisioning, deployment, and procurement, sold through a demo and sales motion. |
|
Pricing confidence How public the numbers are |
Contact only | Contact only |
|
Billing Primary billing axis |
— | Enterprise platform with identity, provisioning, deployment, and procurement. |
|
Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tier
|
No free tier
|
|
Buying motion Self-serve vs sales call |
Sales call | Sales call |