Tev1

Tev1

Together AI
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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

Acumatica Cloud ERP Supported
Allegro Supported
Conga Billing Supported
ContractSafe Supported
ContractWorks Supported
Endear Supported
Flipkart Supported
Forter Supported
Hunter Supported
Insightly Supported
Kustomer Supported
Omnisend Supported
PrestaShop Supported
Python Not Supported
Salesforce Agentforce Commerce Supported
ShipBob Supported
Signifyd Supported
SugarCRM Supported
Walmart Supported
Wonderment Supported

Integrations

Acumatica Cloud ERP Not Supported
Allegro Not Supported
Conga Billing Not Supported
ContractSafe Not Supported
ContractWorks Not Supported
Endear Not Supported
Flipkart Not Supported
Forter Not Supported
Hunter Not Supported
Insightly Not Supported
Kustomer Not Supported
Omnisend Not Supported
PrestaShop Not Supported
Python Supported
Salesforce Agentforce Commerce Not Supported
ShipBob Not Supported
Signifyd Not Supported
SugarCRM Not Supported
Walmart Not Supported
Wonderment 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