Agentic Index

Enboarder vs Shapes (2026)

Enboarder last verified ·Shapes last verified

Both put agents on people operations, and they scope it very differently. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.

Enboarder orchestrates the employee journey, onboarding and lifecycle workflows across HR, IT and managers, which is a well defined problem with a well defined product. Shapes, formerly DreamTeam, is a PeopleOS unifying HR, IT and Finance into one modular operating system where agents run people workflows end to end, employees self serve through an agent, and teams build tools in plain language or via an SDK. Solve onboarding, or replace the people stack.

On the Agentic Index MCP platform ranking, neither Enboarder nor Shapes clears the bar, which asks for all three interoperability capabilities documented in full. Enboarder does not document MCP and extensibility in full, nor model flexibility and routing; Shapes does not document model flexibility and routing in full. 142 of the 554 platforms it grades clear it. See the MCP platform ranking

This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Enboarder and Shapes 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 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded

Choose Enboarder if

  • Onboarding is the specific failure and manager involvement is what keeps breaking.
  • You want a proven onboarding product rather than a platform bet.
  • You are not replacing your HR systems and need something that orchestrates across them.

Choose Shapes if

  • You are genuinely consolidating HR, IT and Finance rather than fixing one journey.
  • Employee self service through an agent is the experience you want to deliver.
  • Building your own tools in plain language or through an SDK fits your team.
Feature
E
Enboarder
S
Shapes
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
E
Enboarder
S
Shapes

Entry price

Lowest public entry point

Quote only Core $8/seat/mo · Plus $12/seat/mo (annual)

Pricing confidence

How public the numbers are

Contact only Public, partial

Billing

Primary billing axis

— per seat, billed annually, with a minimum subscription and per-seat add-on apps

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 Mixed

Pricing verified

When this pricing was last checked

Product updates

Newest first, each linked to its source.

Enboarder

  • · Agent capability

    Five new Intelligent Agents from Enboarder join managers, buddies, HR and IT as stakeholders in employee journeys.

    Source

Shapes

  • · Workflow orchestration

    Workflows 2.0 brings a rebuilt workflow builder to all Shapes customers, where a Workflows agent drafts a workflow from a plain description.

    Source

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