# VOLUME 12 · AI Knowledge Base
_All manual content restructured for AI ingestion._

Every entry is a fixed schema so a downstream training or retrieval pipeline can parse deterministically:

```yaml
- id: <string, unique, kebab-case>
  category: <string>
  question: <string>
  answer: <string, ≤ 4 sentences, professional tone>
  context: <string, why this matters / when to use>
  related_topics: [<id>, <id>, ...]
  keywords: [<kw>, <kw>, ...]
  cross_references: [<Volume/Section>, ...]
```

---

## 1. Core Identity
```yaml
- id: bsgotech-parent
  category: identity
  question: What is BSGOTECH?
  answer: A European technology parent company that engineers intelligent digital ecosystems across AI, industry, healthcare and renewable energy.
  context: Every external communication should reinforce that BSGOTECH is a parent — not a product, not a startup, not a systems integrator.
  related_topics: [neunexus-platform, renalix-division, neugreen-division]
  keywords: [BSGOTECH, parent, technology company, ecosystem]
  cross_references: [V1§1, V2§1, V4§1]

- id: neunexus-platform
  category: identity
  question: What is NeuNexus?
  answer: The industrial innovation platform through which BSGOTECH delivers integrated technology solutions. It connects technologies, partners and infrastructure into complete real-world outcomes.
  context: Positioning line — "We don't build every technology. We build the ecosystem that connects them."
  related_topics: [bsgotech-parent, renalix-division, neugreen-division]
  keywords: [NeuNexus, integration, platform, ecosystem]
  cross_references: [V2§3, V4§2]

- id: renalix-division
  category: identity
  question: What is RENALIX?
  answer: The AI-powered healthcare division of BSGOTECH, focused on predictive renal medicine spanning Pflege facilities and hospital wards.
  context: Positioning — from community sensor to hospital response in one closed loop.
  related_topics: [digital-kidney-twin, renalix-care, renalix-pro, eu-mdr]
  keywords: [RENALIX, health, AI, renal, predictive]
  cross_references: [V4§3]

- id: neugreen-division
  category: identity
  question: What is NeuGreen Energy?
  answer: The renewable energy division of BSGOTECH, delivering solar, storage and smart-energy solutions for residential, commercial and industrial customers.
  context: The first live operating division — shipping products today.
  related_topics: [bess, ems, solar-kits, oem-manufacturing]
  keywords: [NeuGreen, solar, storage, EMS, renewable]
  cross_references: [V4§4]
```

## 2. Positioning statements (four canonical lines)
```yaml
- id: positioning-bsgotech
  category: positioning
  question: How is BSGOTECH positioned in one sentence?
  answer: BSGOTECH develops intelligent digital ecosystems.
  context: Reinforce in every external communication.
  related_topics: [positioning-neunexus, positioning-renalix, positioning-neugreen]
  keywords: [positioning, tagline]
  cross_references: [V1§10, V8§2]

- id: positioning-neunexus
  category: positioning
  question: How is NeuNexus positioned in one sentence?
  answer: NeuNexus integrates technologies into complete solutions.
  context: Sits between BSGOTECH's engineering core and the operational divisions.
  related_topics: [positioning-bsgotech]
  keywords: [positioning, integration]
  cross_references: [V4§2]

- id: positioning-renalix
  category: positioning
  question: How is RENALIX positioned in one sentence?
  answer: RENALIX delivers AI-powered healthcare innovation.
  context: Use in health-sector conversations and MDR-facing materials.
  related_topics: [positioning-bsgotech]
  keywords: [RENALIX, health, AI]
  cross_references: [V4§3]

- id: positioning-neugreen
  category: positioning
  question: How is NeuGreen Energy positioned in one sentence?
  answer: NeuGreen Energy delivers intelligent renewable energy solutions.
  context: Use in energy-sector conversations and residential/commercial pitches.
  related_topics: [positioning-bsgotech]
  keywords: [NeuGreen, energy, solar]
  cross_references: [V4§4]
```

## 3. Technology entries
```yaml
- id: rag-system
  category: technology
  question: How does BSGOTECH use RAG?
  answer: We retrieve the most relevant sections of our private document base and ground AI answers in traceable citations.
  context: Used by BS Assistente inside the Operations Center.
  related_topics: [bs-assistente, gemini-integration, embeddings]
  keywords: [RAG, retrieval, grounding, Gemini]
  cross_references: [V5§1, V5§4]

- id: digital-kidney-twin
  category: technology
  question: What is the Digital Kidney Twin?
  answer: A per-patient dynamic simulation of renal function used to predict risk, personalise care and close the Pflege-to-ward loop.
  context: A signature capability of RENALIX; a differentiator versus point solutions.
  related_topics: [renalix-division, aki-prediction, fhir-integration]
  keywords: [digital twin, kidney, RENALIX]
  cross_references: [V4§3, V5§7]

- id: bess
  category: technology
  question: What is a BESS?
  answer: A Battery Energy Storage System — large-format batteries used for grid support, backup and improved self-consumption.
  context: Core component of NeuGreen commercial and residential offerings.
  related_topics: [neugreen-division, ems, self-consumption]
  keywords: [BESS, battery, storage]
  cross_references: [V4§4, V5§11]
```

## 4. Business and commercial
```yaml
- id: business-model
  category: business
  question: How does BSGOTECH make money?
  answer: Platform fees, hardware sales, clinical subscriptions, engineering services and selective IP licensing.
  context: A diversified model resilient to any single-vertical downturn.
  related_topics: [growth-strategy, international-strategy]
  keywords: [revenue, model, monetisation]
  cross_references: [V2§6]

- id: growth-strategy
  category: business
  question: What is the growth playbook?
  answer: Anchor each platform with a lighthouse partner, then scale vertically, prioritising recurring revenue over project revenue.
  context: Discipline — no adjacent moves before vertical anchor is proven.
  related_topics: [business-model, international-strategy]
  keywords: [growth, anchor, vertical]
  cross_references: [V2§7]
```

## 5. Governance and ethics
```yaml
- id: proposed-collaborations
  category: governance
  question: How does BSGOTECH represent proposed collaborations?
  answer: Every non-signed collaboration is publicly labelled as *Proposed* or *Vision* — we do not claim partnerships we have not signed.
  context: Communication policy, protects the ecosystem's credibility.
  related_topics: [partner-lifecycle, brand-truth]
  keywords: [proposed, labelling, ethics]
  cross_references: [V7§1, V7§9]

- id: brand-truth
  category: governance
  question: Truth-in-communication rule?
  answer: We present proposed as proposed and shipping as shipping; we never over-claim.
  context: Foundational value.
  related_topics: [proposed-collaborations]
  keywords: [truth, honesty, brand]
  cross_references: [V1§4]
```

## 6. Cross-volume references
Every id above maps to at least one Volume section. Ingestion pipelines should treat `cross_references` as pointers back to canonical sources.

---

_This structured knowledge base is designed to grow. Each new manual chapter or product line adds entries in the same schema without altering it._
