Collection & Normalization
Source discovery, rate-aware acquisition, normalization, deduplication, and provenance tracking.
AggregationNODE_STATUS: ACTIVE
Aggregation. Segregation. Verification. House of Gyi builds reliable data workflows, analyst tools, and edge-ready APIs that transform open-source inputs into operational clarity.
[OPERATIONAL FOCUS]: AI & LLM OSINT API SOLUTIONS
[METHODOLOGY]: AGGREGATION | SEGREGATION | VERIFICATION
[LOCATION]: SOUTH FORT WORTH, TX NODE
Strategy, engineering, and deployment for analyst-facing systems and APIs.
Source discovery, rate-aware acquisition, normalization, deduplication, and provenance tracking.
AggregationRetrieval, clustering, classification, summarization, and confidence-scored LLM orchestration.
SegregationCross-source validation, explainability surfaces, hardened endpoints, and export-ready outputs.
VerificationStarter case studies you can swap with your real portfolio at any time.
2026 • RAG pipeline that merges registries and archived pages with provenance scoring.
2025 • Token-gated endpoint layer with caching, structured responses, and audit-friendly logs.
2025 • Terminal-inspired interface with keyboard shortcuts, exports, and review notes.
House of Gyi combines craft and code to build dependable intelligence tooling with clear interfaces and resilient delivery.
Dedicated to Aimee and Lucas Cardoso.
ENGAGE: Mauricio.duque@houseofgyi.com
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