Architecture archive · 2026

Systems
in context.

Ten systems spanning retrieval, agents, operational copilots, document intelligence, predictive systems, and data infrastructure.

Goals and target outcomes are labelled explicitly. No target is presented as a verified production result.

01Machine LearningConstruction Payment Risk PredictionPrioritize construction payment-protection workflows before delay or escalation becomes harder to manage.Human-reviewed operational prioritization
02Agentic AIAutonomous Work Order Intelligence & Operations PlatformAn evidence-aware, multi-agent architecture for construction payment-protection operations — processing work orders through specialist agents for intake, research, evidence, and discrepancy detection, with controlled correction and human-in-the-loop escalation for complex cases.~99% target evaluation baseline
03Agentic AINTO Operations CopilotGuide new Notice to Owner researchers through the complete operational process, retrieve work-order evidence, explain exceptions, and recommend the next approved action without replacing human verification.Deployed evidence-grounded research coach
04Document AIConstruction Document IntelligenceExtract structured, reviewable information from complex legal PDFs.Reduced manual document processing
05Machine LearningLien Recommendation EngineRecommend notices, deadlines, and the next appropriate legal action.Faster compliance decisions
06Data EngineeringConstruction Data LakehouseCreate a governed source of truth for operational and executive analytics.Unified reporting foundation
07Generative AIAI Legal AssistantAnswer construction-law questions with grounded, source-aware retrieval.95% retrieval accuracy target
08Document AIClaims & Contract IntelligenceAnalyze claims and contracts for obligations, risks, and missing evidence.Accelerated contract review
09Machine LearningExplainable Payment IntelligenceTurn payment predictions into clear, defensible business explanations.Transparent risk decisions
10Agentic AIConstruction Compliance CopilotDeliver end-to-end assistance across documents, deadlines, and communication.Auditable human-AI collaboration