Ten Framework vs Locus Robotics

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-10
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At a glance

DimensionTen FrameworkLocus Robotics
PricingFree (open-source)Contact for pricing (RaaS subscription)
DeploymentSelf-hosted on your infrastructureOn-site with physical robots
Target userDevelopers building voice AI agentsWarehouse operations, 3PL, retail
Core technologyVoice pipeline: STT, NLU, TTSAutonomous mobile robots (AMRs) + AI orchestration
Key integrationsNot specified (extensible via plugin API)SAP EWM, Manhattan, Blue Yonder, Oracle WMS, etc.
Latest news2026-07-02: Launch HN: Manufact (YC S25) – MCP Cloud (unrelated)May 2026: Locus Array with fully autonomous fulfillment
Try Ten FrameworkTry Locus Robotics
Ten Framework
Ten Framework

Open-source framework for building real-time voice AI agents with modular STT, TTS, and NLU pipelines you host yourself.

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Locus Robotics
Locus Robotics

Locus Robotics pairs autonomous mobile robots with LocusONE orchestration for warehouse picking, putaway, and transport.

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Pricing
Freemium
Contact Sales
Plans
$0
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Popularity
5 views
7.4k views
Skill Level
Advanced
Intermediate
API Available
Platforms
WebAPICLI
Web
Categories
☎️ Voice AI Agents & Phone Automation🕸️ Agent Frameworks & Orchestration
🦾 Robotics & Physical AI🚚 Supply Chain & Logistics
Features
Real-time voice interaction pipeline
Speech-to-text (STT) integration
Text-to-speech (TTS) integration
Natural language understanding (NLU)
Intent recognition
Multi-language support
Modular plugin architecture
Low-latency audio processing
Extensible API for backend integration
Pre-built agent examples
Self-hosted deployment on your own infrastructure
Open-source community contributions
Audio and video input in the example agent
Microphone and camera device selection
Selectable language model (demo shows OpenAI GPT 5)
Autonomous mobile robots (AMRs) for picking, putaway, transport, and sortation
Locus Array: Physical AI robot-to-goods fulfillment with in-aisle picking and consolidation
LocusONE orchestration platform balances tasks across robots, people, and workflows
Locus Origin and Locus Vector collaborative robots for person-to-goods picking
Mixed fleet deployments scaling from 10 bots to 1,000+ at a single site
LocusIntelligence AI layer reportedly driving task assignment and fleet decisions
Physical AI that perceives, reasons, and acts in real time in the aisle
Continuous putaway and replenishment with intelligent task interleaving
Multi-level and mezzanine fulfillment across floors without fixed infrastructure
Reduces unproductive walking by up to 90% in collaborative picking, per vendor
Locus Array reports up to 90% lower labor costs and up to 2x storage density
Robots-as-a-Service (RaaS) subscription model with deployment and 24/7 support included
API connectivity to 65+ WMS/ERP systems
Real-time dashboards for productivity and performance management
Integrations
SAP EWM
Manhattan Associates
Blue Yonder
Oracle
Microsoft Dynamics 365
NetSuite
Infor
Körber

What real users say: Ten Framework vs Locus Robotics

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Ten Framework

51 mentions across 4 sources · 48% positive — mixed (averaged across 4 sources)

Hacker News, YouTube, GitHub, Lemmy

What users praise

  • • Free and open-source with self-hosting full data control.
  • • Multi-language SDKs (Go, Python, C++, Node) for extension development.
  • • Modular plugin architecture enables deep customization.
  • • Low-latency voice pipeline with dedicated VAD component.

What frustrates them

  • • Requires advanced technical expertise to deploy and maintain.
  • • Sparse user community and few real-world usage reports.
  • • UI design criticized as unfriendly, with naff icons.
  • • Documentation considered insufficient by early adopters.

Researched Aug 1, 2026

Locus Robotics

14 mentions across 1 sources · 62% positive — mixed (weighted across 1 source)

YouTube

What users praise

  • • Proven at scale: 20,000+ robots deployed across 360+ sites with 8B+ picks completed.
  • • Mixed-fleet flexibility lets a site run 10 bots today and scale to 1,000+.
  • • API connects to 65+ WMS/ERP systems, including SAP EWM, Manhattan, and Blue Yonder.
  • • RaaS subscription converts automation from capex to opex with support included.

What frustrates them

  • • Public, independent operator reviews are scarce — most content is vendor marketing.
  • • A 2017 commenter accused the system of slowing down previously fast pickers.
  • • No clear answer in community threads on confirming inventory removal after pick.
  • • Alternate pick locations for the same SKU weren't supported per one user question.

Researched Oct 7, 2026

Who should pick which

  • 3PL warehouse manager
    Pick: Locus Robotics

    Needs physical AMRs to boost picking productivity and handle fluctuating order volumes; Locus integrates with major WMS and scales without facility redesign.

  • eCommerce fulfillment center
    Pick: Locus Robotics

    High-volume eCommerce requires 2-3x productivity gains; Locus Array's autonomous picking reduces reliance on labor.

  • Developer building a voice assistant
    Pick: Ten Framework

    Ten Framework provides modular, open-source components for real-time voice AI with full control over data and models, at no cost.

  • Small warehouse with low daily orders
    Pick: Ten Framework

    Neither tool fits well, but Ten Framework could automate phone-based order inquiries; Locus RaaS costs unlikely to justify ROI.

Frequently Asked Questions

Can Locus Robotics be used in small warehouses?

It is not recommended for facilities with very low daily order volumes because the RaaS subscription may not provide sufficient ROI.

Is Ten Framework suitable for non-developers?

No; it requires programming skills to install, configure, and customize. It lacks a no-code visual builder.

Does Locus Robotics require facility redesign?

No; it is designed for rapid deployment without permanent infrastructure changes, such as conveyors or fixed paths.

What integrations does Ten Framework support?

Integrations are not pre-listed, but the plugin architecture allows connection to various AI models and third-party services via API.

What is Locus Array?

Locus Array is the latest Physical AI system from Locus Robotics that performs fully autonomous fulfillment (picking, putaway, etc.) without human interaction, announced May 2026.

Can Ten Framework be used for real-time applications?

Yes, it features a real-time voice interaction pipeline and low-latency audio processing, suitable for live voice agents.

Which tool has better support?

Locus Robotics offers dedicated support as part of the RaaS subscription; Ten Framework relies on community support via open-source channels.

Are these tools direct competitors?

No; Locus Robotics is for physical warehouse automation, while Ten Framework is for building conversational voice AI software. They serve different industries and use cases.

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Explore each tool further

Ten Framework
View Ten Framework reviewTen Framework alternatives
Locus Robotics
View Locus Robotics reviewLocus Robotics alternatives

Browse these categories

Best AI Voice AI Agents & Phone Automation toolsBest AI Robotics & Physical AI toolsBest AI Agent Frameworks & Orchestration toolsBest AI Supply Chain & Logistics tools
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Last reviewed: July 3, 2026