---
language:
- en
- my
license: mit
tags:
- business
- strategy
- myanmar
- sme
- diagnosis
- startup
datasets:
- isaaclk907/bios-ai-train-data
metrics:
- health-score
pipeline_tag: text-generation
---

# BIOS-Insight-v1

**BIOS-Insight-v1** is the intelligence kernel for **BIOS AI**, the first AI Strategy Co-founder specifically designed for Myanmar SMEs. It is optimized to process data from a 24-question diagnostic tool and generate professional, actionable business health reports.

## Model Description

The model is fine-tuned to act as an elite business advisor. It takes structured business metrics as input and produces:
- An overall **Business Health Score (0-100)**.
- Detailed rationale for 5 key dimensions:
  1. Revenue Strength
  2. Customer Retention
  3. Market Position
  4. Technology Adoption
  5. Growth Trajectory
- Identification of top critical weaknesses.
- Priority strategic directives and action items.
- A high-level executive narrative.

## Myanmar Context Optimization

Unlike general business models, BIOS-Insight-v1 is calibrated for the Myanmar market:
- Handles **MMK (Myanmar Kyat)** currency natively.
- Understands local industry nuances (e.g., Gold Shops, local F&B trends).
- Tailors growth strategies to Myanmar's digital landscape (Facebook-centric commerce, mobile-first adoption).

## Usage

This model is primarily used as the backend for the [BIOS AI Diagnosis Tool](https://github.com/isaaclk91207-oss/BIOSai).

### Input Format
The model expects a JSON-like string containing answers to the 24 diagnostic questions, including industry, revenue, team size, and operational challenges.

### Output Format
A structured strategic report including scores and professional advice.

## Training Data
The model is trained on a synthetic dataset of Myanmar SME personas and professional strategic responses, hosted at [isaaclk907/bios-ai-train-data](https://huggingface.co/datasets/isaaclk907/bios-ai-train-data).

## Security
BIOS AI implements "The Fortress" security protocols, ensuring that all data processed by the model is handled with enterprise-grade AES-256 encryption in the integrated platform.

---
*Developed by BIOS AI Team for the Myanmar SME Ecosystem.*