Secberus

Secberus

Secberus, Inc.
Tev1

Tev1

Together AI
+
+

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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.

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

MSSP, Enterprise, Consulting firms in regulated industries

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 Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$99/1 API Key/10k mappings/mo
Free Version Not Supported
Free Trial 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

Secberus, Inc.
Founded: 2017
United States
secberus.ai

Company Information

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

Alternatives

Alternatives

Clef-flash

Clef-flash

Cloudflare
Clef

Clef

Cloudflare
Jev

Jev

TypeSafe AI

Categories

Compliance Supported

Categories

AI Decision Models Supported

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
TypeScript Not Supported
Vector by Datadog Supported

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
TypeScript Supported
Vector by Datadog Not Supported
Claim Secberus and update features and information
Claim Secberus and update features and information
Claim Tev1 and update features and information
Claim Tev1 and update features and information