| --- |
| 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.* |
|
|
