Tev1

Tev1

Together AI
+
+

Related Products

  • CTM
    939 Ratings
    Visit Website
  • Shippo
    911 Ratings
    Visit Website
  • FrameworkLTC
    48 Ratings
    Visit Website
  • Thinfinity Workspace
    16 Ratings
    Visit Website
  • Serviceaide
    244 Ratings
    Visit Website
  • Cadebill
    1 Rating
    Visit Website
  • ARGOS Identity
    8 Ratings
    Visit Website
  • Soraban
    8 Ratings
    Visit Website
  • QuickApps
    Visit Website
  • RouteGenie
    49 Ratings
    Visit Website

About

ReturnPro provides a full-suite returns-management solution that spans from customer-initiated returns through reverse logistics to resale and recycling, enabling retailers, brands, and marketplace sellers to turn returns into value rather than cost. It offers omnichannel return initiation (ecommerce, store, drop-off), intelligent AI-driven decisioning for disposition (restock, refurbish, liquidate), vendor- and policy-enforcement tools, fraud-detection logic, automated routing and processing via distribution centres, and integrated ReCommerce marketplaces to maximize recovery and support sustainability. With dedicated reverse-logistics hubs, a configurable portal, returns routing, and WMS built for the reverse flow, and analytics on cost, time, and margin, ReturnPro’s end-to-end SaaS + supply-chain offering helps reduce overhead, shorten inventory turnaround, and boost resale revenue.

About

Tev1 is a fast decision and classification model built by Together AI and fine-tuned from Qwen3.5 4B. It is designed around a simple interface: provide a piece of state, a question, and 2 to 24 labeled options, and the model returns exactly one letter that software can map back to a semantic key. This structure supports production tasks such as routing support tickets, evaluating automated returns, applying policy rules, rating sentiment, categorizing documents, and inserting deterministic decision points into larger agent pipelines. The model has 4.7B parameters, a 32.8K-token context window, and runs with non-thinking generation for fast, predictable classification. It was trained on 37,840 examples spanning intent detection, boolean comprehension, sentiment, policy application, routing, news categories, and research-paper taxonomy. Recommended settings use temperature 0 and a very small output budget so responses remain stable and easy to parse.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Retailers, brands and marketplace sellers needing a solution to streamline their returns flow, recover value and improve sustainability

Audience

Developers and AI engineering teams seeking to route, classify, score, and apply policy decisions through fast, deterministic structured outputs

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$29.99 per month
Free Version Supported
Free Trial Not Supported

Pricing

$0.04 per 1M tokens
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

ReturnPro
Founded: 2008
United States
www.returnpro.com

Company Information

Together AI
Founded: 2022
United States
www.together.ai/models/tev1-4b-experimental

Alternatives

The Arrive Platform

The Arrive Platform

Arrive Recommerce

Alternatives

Clef-flash

Clef-flash

Cloudflare
Clef

Clef

Cloudflare
Jev

Jev

TypeSafe AI

Categories

Returns Management Supported

Categories

AI Decision Models Supported

Integrations

ADP Workforce Now Supported
AfterShip Supported
BigCommerce Supported
Copper Supported
Customer.io Supported
Deliverr Supported
Easyship Supported
Ecwid Supported
FedEx Ship Manager Supported
Gorgias Supported
Microsoft Dynamics 365 Supported
Newegg Logistics Supported
Omnisend Supported
Rakuten Supported
SAP Ariba Supported
Salesforce Agentforce Commerce Supported
Shopee Supported
Sift Supported
Wonderment Supported
Zoho CRM Supported

Integrations

ADP Workforce Now Not Supported
AfterShip Not Supported
BigCommerce Not Supported
Copper Not Supported
Customer.io Not Supported
Deliverr Not Supported
Easyship Not Supported
Ecwid Not Supported
FedEx Ship Manager Not Supported
Gorgias Not Supported
Microsoft Dynamics 365 Not Supported
Newegg Logistics Not Supported
Omnisend Not Supported
Rakuten Not Supported
SAP Ariba Not Supported
Salesforce Agentforce Commerce Not Supported
Shopee Not Supported
Sift Not Supported
Wonderment Not Supported
Zoho CRM Not Supported
Claim ReturnPro and update features and information
Claim ReturnPro and update features and information
Claim Tev1 and update features and information
Claim Tev1 and update features and information