Agentic Index
HappyRobot vs Vooma (2026)
The two freight AI platforms most likely to appear on the same shortlist, both quoted through sales. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
HappyRobot runs vertically integrated AI workers for logistics: voice agents in more than fifteen languages that negotiate rates and schedule appointments, plus email, SMS, chat, OCR and a browser agent for systems with no API, synced to TMS, ERP and CRM, with more than seventy enterprises including DHL and Ryder. Vooma automates the broker workflow itself, quoting, order entry, load building and voice, syncing into the TMS, documenting 7 of 14 against 8.5. Negotiation reach against workflow depth.
On the Agentic Index supply chain ranking, neither HappyRobot nor Vooma clears the bar, which asks for all five planning loop capabilities documented in full. HappyRobot does not document human oversight and guardrails in full; Vooma does not document observability and auditability in full. 8 of the 40 vendors in the lane clear it. See the supply chain ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. HappyRobot and Vooma 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 969 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose HappyRobot if
- Rate negotiation and appointment scheduling by voice at multilingual scale is the job.
- The browser agent matters because some of your partners have no API and never will.
- Named enterprise references at DHL and Ryder lower the risk of the decision.
Choose Vooma if
- Quoting, order entry and load building are the bottleneck, not carrier calls.
- Documented coverage is slightly broader and TMS sync is the integration you care about.
- You are a broker and want a platform built around the brokerage workflow specifically.
| At a glance | HappyRobot | Vooma |
|---|---|---|
| Category | Voice agent | Enterprise operations agent |
| Entry price | Contact sales | Contact sales |
| Free / trial | Not published | Thirty minute product demo with expert Q&A; no free tier or self serve trial documented |
| Pricing confidence | contact only | contact only |
| Feature | H HappyRobot |
V Vooma |
|---|---|---|
| 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 | Unknown / Unspecified |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Unknown / Unspecified |
|
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. |
Full / Explicit | Unknown / Unspecified |
| 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. |
No / Not documented | 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. |
Partial | Unknown / Unspecified |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
No / Not documented | 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. |
No / Not documented | Unknown / Unspecified |
| 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 | Unknown / Unspecified |
| 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 | Unknown / Unspecified |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
No / Not documented | Unknown / Unspecified |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Full / Explicit | Unknown / Unspecified |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
Full / Explicit | Partial |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | H HappyRobot |
V Vooma |
|---|---|---|
|
Entry price Lowest public entry point |
Contact sales | Contact sales |
|
Pricing confidence How public the numbers are |
Contact only | Contact only |
|
Billing Primary billing axis |
enterprise contract (bundled platform) | likely product mix (Quote, Build, Voice, Agents) and volume |
|
Variable cost Workload / overage exposure |
Low 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 |
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