MM Studio

MM Studio

ReliCheck
Strands Decider

Strands Decider

Strands Labs
+
+

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About

ReliCheck MM Studio is a native Mac application for mixed methods research, built for studies that combine quantitative and qualitative data in one analysis. It walks you through a convergent design, from raw data to a report you can defend. Bring survey numbers and open-ended responses into one project. Run descriptive and inferential statistics on one strand, code text into themes on the other, then merge them in a joint display to see where the evidence converges and where it pulls apart. MM Studio tracks trustworthiness and rigor as you go and assembles your findings into a finished report. Every step, from the data map through the joint display, stays documented, so your integration decisions stay transparent to a reviewer. ReliCheck Intelligence assists with coding and interpretation on device, so transcripts and participant text stay on your Mac.

About

Strands Decider is a small, fast decision model, or System One model, built for agentic AI workflows. Unlike an LLM that generates arbitrary text, it chooses between predefined options, answers yes-or-no questions, or rates inputs on an ordered scale. Each decision includes calibrated confidence, making it possible to send uncertain cases to a larger model or a human while handling routine decisions quickly. The first model in the family, strands-decider-2B, has 1.9 billion parameters and is based on a Qwen3.5-2B-Base torso with its language-modeling head replaced by a lightweight pointer head. It evaluates answers in one forward pass without text generation or a decoding loop. Supported decision types include choice, noul for probability-of-true questions, and score for ordered scales. The model is designed for tasks such as model routing, tool selection, tool-argument checking, request triage, grounding and safety guardrails, policy classification, and low-cost evaluation.

Platforms Supported

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

Platforms Supported

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

Audience

Graduate students, faculty, and applied researchers in education, psychology, nursing, public health, and the social sciences. Also program evaluators, institutional research offices, and small research teams that need defensible statistics without enterprise licensing.

Audience

Developers and AI engineering teams needing to make fast, confidence-calibrated routing, classification, scoring, guardrail, and tool-use decisions inside agentic workflows

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

No images available

Screenshots and Videos

Pricing

$15.99/month
Free Version Not Supported
Free Trial Supported

Pricing

Free
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 Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

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

Company Information

ReliCheck
Founded: 2011
United States
www.relicheck.com

Company Information

Strands Labs
United States
github.com/strands-labs/strands-decider

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Categories

Categories

AI Decision Models Supported

Integrations

Strands Agents Not Supported

Integrations

Strands Agents Supported
Claim MM Studio and update features and information
Claim MM Studio and update features and information
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Claim Strands Decider and update features and information