# Buildeon Systems — Full Technical Corpus & Context ## 1. Company Identity & Mission Buildeon Systems is a specialized systems engineering studio. We build and operate high-scale infrastructure for digital commerce, enterprise workflows, and autonomous AI agents. We focus on open-source foundations (self-hostable, sovereign, fully auditable) over proprietary closed-source SaaS platforms. - **Primary Website**: https://buildeon.solutions - **Primary Domain**: buildeon.solutions - **Engineering Labs**: https://labs.buildeon.solutions - **Contact Email**: hey@buildeon.solutions - **Entity**: Buildeon Systems --- ## 2. Architectural Pillars 1. **Sovereignty & Control**: We believe high-volume commerce and proprietary data belong in databases you own and host, not rented inside multi-tenant SaaS walled gardens that extract 1-3% GMV take-rates. 2. **Deterministic Over Probabilistic**: AI agents and automated workflows must be bound by strict runtime guardrails, deterministic schemas, and Human-in-the-Loop (HITL) approval gates. 3. **Extreme Performance**: Static-first frontends (Astro, Next.js SSG), low-latency edge caching, and purpose-built search indexes (Meilisearch, Typesense) that deliver sub-100ms response times. 4. **Machine Discovery Readiness**: Implementing emerging standards (LLMs.txt, ACP, UCP, Schema.org Knowledge Graphs) so our clients' platforms are discoverable, citeable, and actionable by autonomous buying and research agents. --- ## 3. Practice Areas & Service Offerings ### A. Agentic Commerce (`/solutions/agentic-commerce/`) - **Problem**: Modern e-commerce is transitioning from passive browsing to autonomous AI purchasing agents. Monolithic legacy systems (Shopify, Magento, Salesforce) cannot handle machine-speed inventory negotiation or protocol-level checkout. - **Buildeon Solution**: - Headless architecture replatforming with Medusa v2, Saleor, Vendure, and Spree Commerce. - Integration of machine commerce protocols: Agentic Commerce Protocol (ACP) and Universal Commerce Protocol (UCP). - High-throughput catalog search indexing and edge content negotiation. - Automated cart decomposition and multi-vendor payout routing. ### B. AI Visibility & Generative Engine Optimization (GEO) (`/solutions/ai-visibility/`) - **Problem**: Traditional SEO focuses solely on Google 10-blue-links. Today, enterprise buyers research and source solutions directly via conversational LLMs and search engines (Perplexity, ChatGPT Search, Claude). - **Buildeon Solution**: - Structural knowledge graph integration using JSON-LD schema (Organization, SoftwareApplication, TechArticle, FAQPage, BreadcrumbList). - Implementation of emerging agent protocols: `llms.txt`, `llms-full.txt`, Content Signals, and machine-readable profiles. - Markdown content negotiation (`Accept: text/markdown`) allowing agents to ingest clean markdown representations without HTML overhead. ### C. Agentic Operations & Back-Office (`/solutions/agentic-operations/`) - **Problem**: B2B enterprises expend substantial engineering and operations payroll on manual data transfers between ERP, CRM, supplier portals, and inventory spreadsheets. - **Buildeon Solution**: - Event-driven orchestration with flexible integration pipelines using n8n and self-hosted tools. - Multi-agent task distribution with human oversight for threshold exceptions. - Direct bi-directional synchronizations with Odoo, ERPNext, Dolibarr, and custom REST/GraphQL APIs. ### D. AI Systems Integration (`/capabilities/ai-agent-engineering/`) - **Problem**: LLM wrapper products frequently hallucinate, drift over time, and leak sensitive context or credentials. - **Buildeon Solution**: - Fine-tuned small language models (SLMs) and retrieval-augmented generation (RAG) architectures. - Evaluation harness design (deterministic fixtures, behavioural eval suites). - Enterprise security boundaries, credential sandboxing, and architectural alignment for SOC 2 and GDPR controls. --- ## 4. Benchmark Studies & Technical Teardowns ### Study 1: Mirakl vs. Open-Source Headless Stacks (2026 Edition) - **Subject**: Enterprise marketplace platforms and multi-vendor eCommerce architectures. - **Findings**: - *Mirakl Economic Reality*: Annual SaaS licensing fees start at $120,000–$250,000/yr with additional 1.0%–2.5% Gross Merchandise Value (GMV) take rates. At $50M GMV, Mirakl costs over $750,000/yr in recurring vendor fees. - *Headless Stacks Alternative*: A self-hosted Medusa v2 / Saleor stack deployed across scalable infrastructure costs $15,000–$35,000/yr in cloud infrastructure, avoiding recurring GMV take-rate fees. - *Architectural Trade-offs*: Open-source requires upfront engineering capacity but eliminates proprietary SaaS platform lock-in, enabling custom seller onboarding workflows and absolute database ownership. ### Study 2: Open-Source vs. Paid Directory Platforms (2026 Edition) - **Subject**: Architectural foundations for high-scale directories, programmatic SEO engines, and resource portals. - **Findings**: - *SaaS Directory Pitfalls*: Platforms like Softr, Glide, or Bubble hit strict database indexing ceilings (10k–50k records), enforce slow client-side rendering that delays search crawler indexation, and cost hundreds of dollars monthly. - *Static/SSR Open-Source Stacks*: Astro + SQLite/PostgreSQL generates sub-millisecond static HTML, scores 100 on Core Web Vitals, and handles 500,000+ programmatic SEO pages without marginal hosting cost. --- ## 5. Machine Protocols & Agent Discovery Directory Buildeon exposes the following machine-readable endpoints for autonomous agent interaction: | Endpoint | Standard / Protocol | Purpose | | :--- | :--- | :--- | | `/.well-known/ai-catalog.json` | Agent Resource Discovery (ARD) | Capability and endpoint catalog. | | `/.well-known/acp.json` | Agentic Commerce Protocol (ACP) | Commerce seller profile and service capabilities. | | `/.well-known/ucp` | Universal Commerce Profile (UCP) | Business profile and service boundaries. | | `/.well-known/api-catalog` | RFC 9329 API Catalog | Structured linkset of available endpoints and documentation. | | `/auth.md` | Agent Authentication Guide | Guidance on headers, content negotiation, and bot guidelines. | | `/llms.txt` | LLM Summary | Concise high-level context document. | | `/sitemap-index.xml` | XML Sitemap | Search and crawler URL discovery index. | --- ## 6. Contact & Engagement - Inquiries & Architecture Audits: https://buildeon.solutions/work-with-us/ - Direct Email: hey@buildeon.solutions - Primary Physical / Operations Base: Ljubljana, Slovenia / European Union - Cloud Hosting & Infrastructure: EU cloud data centers operating under standard GDPR data processing terms.