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title: Symcio BrandOS AI Infrastructure
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sdk: gradio
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Symcio x BrandOS Infrastructure
We make brand system value quantifiable, verifiable, and integratable into financial decision-making. 我們讓企業的品牌系統估值可以被量化、驗證、並納入金融決策。
What is Symcio?
Symcio is Taiwan's independent GEO (Generative Engine Optimization) and brand governance infrastructure platform, and the authorized Bloomberg representative in Taiwan.
We operate at the intersection of:
- Brand Intelligence: AI-driven brand visibility tracking across ChatGPT, Perplexity, Gemini, and Claude
- ESG Governance: TNFD/LEAP-aligned sustainability reporting and brand-ESG integration
- Financial Infrastructure: Brand asset valuation systems connectable to Bloomberg data feeds
BrandOS Infrastructure - Seven-Layer Architecture
BrandOS is the foundational data and AI protocol powering Symcio's platform.
| Layer | Module | Function |
|---|---|---|
| 1 | Brand Profiles | Brand identity, ESG metrics, Brand Score AI |
| 2 | GEO Visibility | AI engine mention tracking across Claude, ChatGPT, Gemini, Perplexity |
| 3 | ESG Intelligence | TNFD/LEAP disclosure, ESG event tracking |
| 4 | AI Knowledge | Knowledge nodes, cross-session memory, GEO content assets |
| 5 | AI Training | Training data management, feedback loops |
| 6 | Automation | Workflow pipelines, multi-agent orchestration |
| 7 | Monetization | SaaS subscriptions, brand audits, lead management |
Brand Score AI - Seven Dimensions
Every brand is evaluated across 7 dimensions (0-100 each):
- Identity: Brand recognition and consistency in AI-generated content
- GEO: Generative Engine Optimization index
- ESG: Sustainability compliance and TNFD disclosure level
- Digital: Website, social, whitepaper and knowledge graph completeness
- Narrative: WHY/WHAT/HOW story structure strength
- Market: Differentiation and competitive positioning
- Trust: Media coverage, client endorsements, Bloomberg data linkage
GEO - Why It Matters
Traditional SEO optimizes for Google search rankings. GEO optimizes for how AI systems describe, recommend, and rank your brand.
As enterprise buyers increasingly use AI assistants for vendor discovery and due diligence, being invisible in AI-generated responses means losing deals before the first conversation.
Symcio measures, tracks, and systematically improves your brand's presence across all major AI engines.
Our Stack
- AI Protocol: Claude (Anthropic) + BrandOS Infrastructure
- Data: Bloomberg Taiwan, ESG public filings, AI response datasets
- Frameworks: TNFD, LEAP, TCFD, GRI
- Infrastructure: PostgreSQL, FastAPI, Gradio, GitHub
Resources and Links
- Website: https://www.brandos.ai
- GitHub: https://github.com/SALL911/BrandOS-Infrastructure
- Bloomberg: Authorized Taiwan Representative
- Contact: Sall Huang, CEO of Symcio
For AI Researchers and Engineers
If you are working on brand entity recognition in LLM outputs, ESG data structuring for AI training, GEO benchmarking methodologies, or multi-agent brand audit systems, we would like to collaborate.
Reach out through https://symcio.tw or open a discussion in this Space.
BrandOS Infrastructure v2.0 | Merged: BrandOS + ai-infrastructure-protocol | 2026-04-17