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The Technical Appendix
Five sections of deep technical content published here in full — the open reference for engineers, investors, and enterprise architects who want the architecture, not just the summary.
This appendix is supplementary to Palantir: Zero to Monopoly. Each section references the chapter it extends.
Chapter 4
Interview Simulations
Two annotated interview simulations. A.1: A complete Deployment Strategist interview — three rounds: analytical case (transit optimization), open-ended problem solving (disaster zone food security), and behavioral/cultural fit, annotated against the three-layer filtering system. A.2: The Karp Interview — a realistic 10-minute simulation of the CEO's unconventional method: no résumé, no job description, one orthogonal question, testing for disaggregation and multiple perspectives in real time.
Chapter 7
Ontology Architecture — MidWest Manufacturing
Complete object definitions, link types, property specifications, and security rules from the MidWest Manufacturing case study. Vehicle, Part, Batch, Supplier, and Process objects with their SDDI source bindings, validation rules, and RBAC policies. Shows how a semantic layer transforms raw SAP and MES tables into a queryable business model.
Chapter 7
SDDI Architecture — Software-Defined Data Integration
The five cooperating subsystems behind Foundry's data integration layer: Bundle Finder (workflow pattern recognition), Key Finder (join proposals and fuzzy matching), Path Chooser (optimal integration chain), Column Namer (business language translation), and Feedback Logger (continuous learning from FDE decisions). Includes the BC-2847 fuzzy matching example and MidWest compound learning timeline.
Chapter 7
Actions, Automations & Models Architecture
The operational layer on top of the ontology. Action execution flow and audit trail specifications. Automation engine architecture with human-in-the-loop approval gates. ML model binding and inference pipeline. RBAC/ABAC policy implementation. How these four components amplify each other to reach a 95% automation rate for routine decisions.
Chapter 8
AIP Implementation Details — Constrained Code Generation
Three complete walkthroughs of AIP-accelerated development. E.1: Building the HighRiskBatchMonitor automation — 3 days compressed to 3 hours. E.2: Building the executive quality dashboard — 2–3 weeks compressed to 2 days. E.3: Building the QualityRiskScoringModel ML pipeline — 4 weeks compressed to 3 days. Shows the exact guardrails (ontology, Actions framework, human validation) that prevent generic LLM failure.
The Book
Palantir: Zero to Monopoly
The appendix is the technical foundation. The book is the full operating system — ten chapters covering culture, talent, organizational structure, and the double monopoly.