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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Your logistics intelligence platform for route optimization relies on the best technologies. You can tool your decisions in real time and keep up with the changing pace of logistics. Kardinal helps you improve your performance and achieve better service quality through mathematical optimization. Kardinal takes into account your particular constraints and adapts to the field context to provide relevant and realistic tours. Kardinal is available before, during, as well as after operations. He helps you plan optimized routes and adapt them to field events. It is difficult to plan and execute routes that take into account all field constraints. Kardinal handles the computational portion of the job so your teams can concentrate on the right level for human decisions. Customer-centric and strategic.

Description

Tev1 is a rapid decision-making and classification model developed by Together AI, which has been fine-tuned from Qwen3.5 4B. Its user-friendly interface allows for the input of a state, a question, and between 2 to 24 labeled choices, enabling the model to output a single letter that can be mapped back to a semantic key by software. This design is particularly beneficial for various production tasks, such as managing support ticket routing, assessing automated returns, enforcing policy guidelines, sentiment analysis, document categorization, and integrating precise decision-making steps into larger agent workflows. With a parameter count of 4.7B and a 32.8K-token context window, the model operates with non-thinking generation to ensure fast and reliable classification. It has been trained on a diverse set of 37,840 examples covering areas such as intent detection, boolean comprehension, sentiment evaluation, policy application, as well as categorizing news and academic papers. The recommended configuration suggests using a temperature setting of 0 along with a minimal output budget, ensuring that the responses are both consistent and straightforward to interpret. In summary, Tev1 stands out as a versatile tool that efficiently addresses a wide range of classification needs.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Akanea CUSTOMS Yes 
Dashdoc Yes 
Open Pricer Yes 
Python No 
Qwen3.5 No 
Riposte Platform Yes 
TypeScript No 
Urbantz Yes 
acteos Yes 
project44 Yes 

Integrations

Akanea CUSTOMS No 
Dashdoc No 
Open Pricer No 
Python Yes 
Qwen3.5 Yes 
Riposte Platform No 
TypeScript Yes 
Urbantz No 
acteos No 
project44 No 

Pricing Details

€99
Kardinal charges per optimized stop, not per vehicle, user or API call. Start with 1,000 free stops, no credit card required. Then buy prepaid packs: 2,000 stops for €99 (€0.050/stop), 10,000 for €299 (€0.030), 50,000 for €999 (€0.020) or 250,000 for €2,999 (€0.012). No subscription: stops never expire while your account is active, and re-optimizations within 24 hours are free. Alerts at 80% and optional auto top-up keep you from running out. Need millions of stops? Talk to our team.
Free Trial Yes 
Free Version No 

Pricing Details

$0.04 per 1M tokens
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Kardinal

Founded

2015

Country

France

Website

kardinal.ai/

Vendor Details

Company Name

Together AI

Founded

2022

Country

United States

Website

www.together.ai/models/tev1-4b-experimental

Product Features

Route Planning

Capacity Planning Yes 
Drag & Drop Scheduling Yes 
Driver Management Yes 
Emergency Dispatch Yes 
GPS Tracking No 
Performance Metrics Yes 
Route Costing Yes 
Territory Management Yes 

Product Features

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