# Leap Laboratory

> AI agent systems, automations, and agent-compatible digital experiences.
> Helsinki, Finland.

## What We Do
- Build AI agent systems that support and automate real business operations
- Design n8n automation architectures (cost-optimized, n8n-first approach)
- Create agent-compatible digital experiences (dual-layer: human + AI)
- Implement cookieless analytics and AI-driven optimization

## This Site Is a Living Case Study
This website is maintained by our own agent systems:
- 65 RSS sources curated into daily AI digests
- Daily automated security scanning
- Cookieless visitor analytics
- Weekly broken link detection


## Agent Leap (Productized Offering)
Modular AI agent layer — website agent systems, analytics, and lightweight deployment.
Delivered as a studio engagement, scoped per project. To discuss scope and price, book an intro at /contact.
- What's included: /agent-leap
- Developers: /en/developers
- Dashboard: /dashboard (authenticated)

## Architecture
- n8n-first: every repeatable task is a workflow, not an LLM call
- LLM fallback chain: cache → Ollama (free) → Claude API (paid, tracked)
- Cookieless analytics, no third-party cookies
- European servers only (Hetzner Cloud, Finland/Germany)
- ISO 27001 standards

## Pages (English)
- Home: /en
- Services: /en/services
- AI Agent Systems: /en/services/agent-systems
- Automation Architecture: /en/services/automation
- Digital Experiences: /en/services/digital-experiences
- Analytics & Optimization: /en/services/analytics
- Agent Leap (product): /en/agent-leap
- The Lab (proof): /en/the-lab
- Use Cases: /en/use-cases
- Glossary (94+ AI agent terms): /en/glossary
- Blog: /en/blog
- About: /en/about
- Contact: /en/contact
- Developers: /en/developers
- Privacy Policy: /en/privacy
- Terms of Service: /en/terms

## Sivut (suomeksi)
- Etusivu: /fi
- Palvelut: /fi/palvelut
- Tekoälyagentit: /fi/palvelut/tekoalyagentit
- Automaatioarkkitehtuuri: /fi/palvelut/automaatio
- Digitaaliset kokemukset: /fi/palvelut/digitaaliset-kokemukset
- Analytiikka ja optimointi: /fi/palvelut/analytiikka
- Agent Leap (tuote): /fi/agent-leap
- Laboratorio: /fi/laboratorio
- Käyttötapaukset: /fi/kayttotapaukset
- Sanasto (94+ tekoälytermiä): /fi/sanasto
- Blogi: /fi/blogi
- Tietoa: /fi/tietoa
- Yhteystiedot: /fi/yhteystiedot
- Kehittäjät: /fi/developers
- Tietosuoja: /fi/tietosuoja
- Käyttöehdot: /fi/kayttoehdot

## Feeds
- Blog RSS (English): /en/blog/feed.xml
- Blog RSS (suomeksi): /fi/blogi/feed.xml
- Legacy RSS (301 → English): /blog/feed.xml

## Developers
The public catalog is free. No account and no API key.
- Guide: /en/developers and /fi/developers
- OpenAPI: /openapi.json
- Catalog: /api/v1
- Services: /api/v1/services
- Use cases: /api/v1/use-cases
- Insights: /api/v1/insights
- Booking instructions: /api/v1/booking
- MCP: /mcp
- Protected resource metadata: /.well-known/oauth-protected-resource
- API catalog: /.well-known/api-catalog
- MCP server card: /.well-known/mcp/server-card.json
- Registry manifest: /server.json
- Structured page data: /api/pages
- Health check: /api/health
- Full documentation: /llms-full.txt

Pages under /agent-leap/docs are an unpublished draft. They are not the API.

## Agent-Compatible Markdown Content Layer
Every public page has a canonical markdown version with YAML frontmatter.
Agents should prefer these over scraping the rendered HTML.

- Full index (JSON): /content/index.json
- English index: /content/en/index.json
- Finnish index: /content/fi/index.json
- File pattern: /content/{locale}/{path}.md
- Examples:
  - /content/en/glossary/agent.md
  - /content/en/blog/ai-marketing-trends-2026.md
  - /content/fi/sanasto/agentti.md
  - /content/en/services/agent-systems.md

Each index.json entry includes: path, url, page (live URL), locale, type,
title, description, last_updated. Use type to filter (page, glossary, blog,
service, use-case).

## Contact
- Website: https://leaplaboratory.com
- Location: Helsinki, Finland