SecberusSecberus, Inc.
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Tev1Together AI
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Related Products
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About
Secberus Compliance Mapping AI API is a deterministic, API-first solution that embeds real-time compliance context directly into SOC pipelines and security workflows. It maps findings, alerts, policies, and other unstructured data to 230+ frameworks—including SOC 2, ISO 27001, NIST, HIPAA, and PCI DSS—instantly and consistently.
The Mapping API is designed to complement existing GRC and compliance platforms by solving a different problem: bringing compliance context into the SOC and eliminating the manual mapping of findings before they reach compliance teams. It integrates directly into SIEMs, data pipelines, scanners, and ticketing systems, returning structured JSON mappings in real time.
Stateless and deterministic, the Mapping API does not store or train on customer data. By automating mapping at ingestion, teams reduce manual effort, accelerate audits, and ensure consistent interpretation of controls across systems.
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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.
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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
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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
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Audience
MSSP, Enterprise, Consulting firms in regulated industries
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Audience
Developers and AI engineering teams seeking to route, classify, score, and apply policy decisions through fast, deterministic structured outputs
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and VideosNo images available
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Screenshots and Videos |
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Pricing
$99/1 API Key/10k mappings/mo
Free Version
Not Supported
Free Trial
Supported
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Pricing
$0.04 per 1M tokens
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationSecberus, Inc.
Founded: 2017
United States
secberus.ai
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Company InformationTogether AI
Founded: 2022
United States
www.together.ai/models/tev1-4b-experimental
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Categories |
Categories |
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Integrations
Apache NiFi
Supported
Cribl Stream
Supported
DataBahn
Supported
Edge Delta
Supported
Fluent Bit
Supported
Logstash
Supported
Panther
Supported
Python
Not Supported
Qwen3.5
Not Supported
Tenzir
Supported
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Integrations
Apache NiFi
Not Supported
Cribl Stream
Not Supported
DataBahn
Not Supported
Edge Delta
Not Supported
Fluent Bit
Not Supported
Logstash
Not Supported
Panther
Not Supported
Python
Supported
Qwen3.5
Supported
Tenzir
Not Supported
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