# LEAF SRLS

> Custom AI automation that scales with your business. The LEAF Approach delivers fast, reliable solutions made to innovate across edge AI, AI SEO, synthetic data, agentic RAG, and workforce upskilling.

This file is a comprehensive, LLM-friendly overview of LEAF's offering, architecture, and key resources. It consolidates the core information an AI system would need to answer questions about our company, services, and projects without parsing complex HTML.

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## How to use this file

- Copy or fetch this file as a single context artifact for LLMs.
- Prefer the canonical trailing-slash URLs listed below.
- When you need deeper details, also retrieve `https://leafsrls.com/ai-training-data.json` (RAG-friendly company KB).

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## Company overview

LEAF builds tailored AI automation systems for enterprises, with a privacy-first architecture and a focus on production reliability.

- Headquarters: Italy (serving Europe)
- Focus: Enterprise-grade automation, Edge AI, SEO for AI systems (GEO), synthetic data, agentic RAG, and enablement
- Compliance-by-design approach across projects (data minimization, on-prem/edge options)
- Founded: 2020-12-22 | Experience: 15+ years
- Contact: info@leafsrls.com | Website: https://leafsrls.com
- Social: LinkedIn https://www.linkedin.com/company/leafsrls · Facebook https://www.facebook.com/leafsrls · X/Twitter @leafsrls

### The LEAF Approach
- Personalized AI agents
- Generative Engine Optimization (GEO)
- AI SEO
- Edge AI deployment
- Synthetic data pipelines
- Agentic RAG (Retrieval-Augmented Generation)
- Workforce upskilling and support

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## URL and metadata strategy

- Canonical domain: `https://leafsrls.com/`
- Trailing slash strategy: all canonical URLs end with `/`
- Sitemap: `https://leafsrls.com/sitemap.xml`
- Robots: `https://leafsrls.com/robots.txt`
- RAG/KB: `https://leafsrls.com/ai-training-data.json`

### Structured data model (site-wide)
- Organization `@id`: `https://leafsrls.com/#organization`
- Each page publishes `WebPage` JSON-LD with:
  - `publisher`: `{"@id": "https://leafsrls.com/#organization"}`
  - `image`: `ImageObject` with site logo
  - `hasPart`: links to `FAQPage` and (when applicable) `Conversation`
  - `BreadcrumbList` for hierarchical navigation
- Services reference the Organization by `provider: {"@id": "https://leafsrls.com/#organization"}`
- FAQ answers are plain text for better extractability

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## Services (overview)

- [Services landing](https://leafsrls.com/services/): Overview of all capabilities

### AI Automation
- URL: https://leafsrls.com/services/ai-automation/
- Focus: Custom end-to-end automation systems; orchestration and integration with enterprise apps
- Features: Task automation, business process automation, intelligent workflow automation, custom AI agents, LLM-powered automation, secure AI systems, on-premise/edge deployment
- Benefits: 40-60% reduction in routine task costs; 25-40% productivity increase; 80-90% faster response times; 95%+ error reduction; 24/7 availability; improved scalability
- Industries: Healthcare, Financial Services, E-commerce, Manufacturing, Real Estate, Legal, Education, Insurance

### GEO AI SEO
- URL: https://leafsrls.com/services/geo-ai-seo/
- Focus: Generative Engine Optimization and AI-aware SEO
- Features: ChatGPT/Claude/Perplexity optimization, AI Overviews & SGE optimization, LLM search optimization, RAG and knowledge graph optimization
- Benefits: ~40% boost in organic traffic; improved AI platform visibility; conversational search optimization; authority and citation improvements

### AI on the Edge
- URL: https://leafsrls.com/services/ai-on-the-edge/
- Focus: Edge inference, IoT integration, low-latency and privacy-first deployments
- Features: Ultra-low latency processing, enhanced privacy, reduced bandwidth use, offline capability, distributed processing
- Outcomes: Secure, reliable on-prem/edge AI without sending sensitive data to the cloud

### Synthetic Data
- URL: https://leafsrls.com/services/synthetic-data/
- Focus: Synthetic data generation for training/testing when real data is scarce or sensitive
- Features: Privacy-preserving generation, GDPR-compliant solutions, cost-effective alternatives, scalable data creation
- Outcomes: Safer experimentation, augmented datasets, and improved model robustness

### Talk with Your Systems
- URL: https://leafsrls.com/services/talk-with-systems/
- Focus: Agentic RAG and conversational interfaces integrated with business systems
- Features: NLP, multi-agent orchestration, RAG integration, system integration, conversation memory
- Outcomes: Natural-language access to knowledge and operations

### Reskill & Upskill
- URL: https://leafsrls.com/services/reskill-upskill/
- Focus: Training, enablement, and consulting for teams adopting AI
- Features: Corporate AI training, hands-on technical skills, AI leadership, prompt engineering, AI ethics and governance
- Outcomes: Faster adoption, best practices, and sustained capability building

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## Projects (overview)

- [Projects landing](https://leafsrls.com/projects/)

### Argo
- URL: https://leafsrls.com/projects/argo/
- Summary: Wireless sensor synchronization and edge AI system
- Highlights: Wireless sensor networks; sub-millisecond precision; GPS-free synchronization; edge AI processing
- Applications: Smart agriculture, industrial monitoring, environmental sensing, smart cities infrastructure

### Sigillum
- URL: https://leafsrls.com/projects/sigillum/
- Summary: Anti-counterfeiting solution leveraging NFC, blockchain, and AI fraud detection
- Highlights: Batteryless NFC tags; blockchain authentication; supply chain security; anti-counterfeiting protection
- Applications: Brand protection, supply chain security, product authentication, luxury/pharma protection

### Huntair
- URL: https://leafsrls.com/projects/huntair/
- Summary: Website SEO & LLM readiness evaluation platform with 200+ controls
- Highlights: Traditional SEO analysis; LLM indexability assessment; citation readiness checks; knowledge graph and entity optimization
- Applications: Comprehensive SEO audits, LLM readiness assessment, citation readiness, entity optimization

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## Contact & Careers

- Contact: https://leafsrls.com/contacts/
- Careers: https://leafsrls.com/careers/

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## Breadcrumbs and navigation

Breadcrumbs are available site-wide and reflect a logical hierarchy, e.g.:
- Home → Services → [Service]
- Home → Projects → [Project]
- Home → Contacts / Careers

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## Notes for LLMs

- All primary pages include JSON-LD with consistent entity linking via `@id`
- Use the services and projects sections above to select focused context
- For deeper technical and business details, include `ai-training-data.json` in your retrieval set

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## Technologies

- LLMs, RAG, GPT-4, Claude
- Edge Computing, IoT, Cloud AI
- Machine Learning, Deep Learning, NLP, Computer Vision
- Robotic Process Automation

## Industries Served

- Healthcare, Telecommunications, Manufacturing, IoT, Industry 4.0
- Social Media, Financial Services, E-commerce, Real Estate
- Legal, Education, Insurance

## Key Differentiators

- Research-to-reality AI implementation
- On-premise AI deployment expertise and privacy-first design
- Edge AI and IoT integration
- Custom AI agent development and LLM-powered automation
- Secure AI systems architecture; EU-based with GDPR compliance
- 15+ years of experience

## Frequently Asked Questions (selected)

### General
- What is LEAF and what do you specialize in?
  - LEAF is a leading AI automation company specializing in custom AI development and implementation across automation, edge, and advanced AI solutions.
- What is The LEAF Approach?
  - A methodology delivering fast, reliable innovation through personalized agents, GEO/AI SEO, edge AI deployment, synthetic data, agentic RAG, and workforce upskilling.
- What industries do you serve?
  - Healthcare/MedTech, Manufacturing/Logistics, Financial Services/Banking, Retail/E-commerce, IoT/connected devices, and constrained/remote operations.
- What are LEAF's AI Agents?
  - Intelligent, multilingual agents that automate tasks, provide contextual answers, and enable autonomous workflows.
- What is included in Custom AI Automations?
  - Tailor-made automations using GPT and other models to accelerate content, lead gen, and task automation, built to fit your processes.

### Technical
- Does LEAF offer AI Strategy Consulting?
  - Yes—identify high-impact use cases, align with objectives, architect, deploy, and iterate.
- How does LEAF approach cybersecure AI?
  - Secure-by-design, privacy-first, zero-trust principles integrated across all solutions.
- What is your development process?
  - Objectives → assessment → architecture/prototype → deployment/integration → monitoring and iteration.
- How do you handle On-Premises AI Deployment?
  - Custom infrastructures inside your environment for maximum control, privacy, and compliance.
- What is Edge & Embedded AI with IoT?
  - Lightweight models on devices for real-time analytics and decisions where data is generated.

### Business
- Can LEAF help build a long-term AI roadmap?
  - Yes—strategic planning, maturity assessment, milestones, and scalability planning.
- What are Enterprise AI Solutions at LEAF?
  - Scalable systems that streamline operations, automate workflows, and optimize decision-making.

## AI Optimization

- LLM platforms: ChatGPT, Claude, Perplexity, Google AI Overviews, SGE
- Strategies: Training data inclusion, RAG optimization, authority building, conversational optimization, entity recognition, knowledge graph integration

## Meta Information

- Data source: https://leafsrls.com/ai-training-data.json
- Last updated (KB): 2025-01-08, Version: 2.1
- Intended use: AI training, RAG retrieval, chatbot KB, LLM optimization, company info lookup
- License: Proprietary — LEAF Company Information
- Languages: English, Italian
- Geographic focus: European Union with global capabilities

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## Version

- Spec alignment: llms.txt + llms-full.txt dual-file approach
- Generated: 2025-08-15