Skip to content

Flagship Platforms

Jump to bottom
Jefferson edited this page May 15, 2026 · 2 revisions

Flagship Platforms

← Home

RiskRunners has three flagship platform projects, each with detailed project plans, prompt libraries, and working prototypes.

1. RiskRunners Platform Integration

Timeline: 90 days | Budget: $75K | Location: platforms/01_riskrunners-integration/

A unified platform integrating LinguaLint AI, the Lean Dream Prolog engine, and Agentic Procurement into a comprehensive risk analysis ecosystem.

Components

Agentic Procurement (agentic-procurement/)

Automated procurement decision-making powered by AWS Bedrock Claude.

Key files:

  • ask_claude.py — Claude API integration
  • evaluate_purchase.py — Purchase evaluation logic
  • compliance_validator.py — Compliance checking
  • simulation.py — Procurement simulation
  • resilience_auditor.py — Supply chain resilience auditing
  • stress_tester.py — Stress testing procurement pipelines
  • master_auditor.py — Orchestrates full audit workflows
  • html_report_generator.py / visual_report_generator.py — Report output

Lean Dream (lean-dream/)

Prolog-based reasoning engine that converts public company risk factors (from 10-K filings on riskrunners.com) into queryable predicate calculus.

Sector-specific analysis directories:

  • housing/ — Housing nonprofit digital twins, PLM/ERP/CRM optimization
  • oil/ — Oil sector risk factor analysis
  • semiconductors/ — Taiwan blockade speculation, WOLFspeed analysis
  • persist/ — Persisted predicate calculus risk networks

The workflow:

  1. Choose an archetypal company
  2. Process risk factors into Prolog scripts (via Gemini 2.5 Pro)
  3. Generate insightful queries
  4. Document learned conditionals

2. Schrodinger's Fish Simulation Platform

Timeline: 75 days | Budget: $60K | Location: platforms/02_schrodingers-fish/

Agent-based simulation exploring antifragile social networks, value exchange, and posterity-focused decision-making. Inspired by Taleb's antifragility theory, Sugarscape models, and quantum mechanics metaphors.

Core Simulation (fish.py)

Models agents with playbooks for value-creating operations, social pruning logic based on reciprocity, and wealthcare/healthcare KPIs. Outputs to CSV for Tableau visualization.

Sub-Projects

Economic Overture (economic-overture/)

Quantitative behavioral economics analysis using Prospect Theory and agent-based modeling. Implements "The Dignity Arbitrage" framework.

Key models:

  • espresso_art_ecosystem.py — Distressed social ecosystem modeling
  • solidarity_short.py / solidarity_short_detailed.py — Contrarian social strategy
  • coming_in_hot_model.py — Velocity override of loss aversion
  • vulnerability_arbitrage_analysis.py — Trust building through authenticity
  • captive_audience_prospect_theory.py — Kahneman/Tversky applied to social dynamics
  • market_exit_report_generator.py — Dashboard and HTML report generation

Sugarscapes (sugarscapes/)

NetLogo implementations of classic Sugarscape models plus a custom "Sugar Oracle" simulation.

  • Sugarscape 1 Immediate Growback.nlogo
  • Sugarscape 2 Constant Growback.nlogo
  • Sugarscape 3 Wealth Distribution.nlogo
  • sugar-oracle.py — Candy consumption and insurance coverage simulation (FHIR/Prolog-inspired policy logic)
  • tableau-sugar-oracle.twb — Tableau workbook for visualization

3. Actuarial Risk Assessment Platform

Timeline: 85 days | Budget: $68K

Production-ready actuarial platform with ISO 31000 compliance, parametric insurance, and exam preparation tools. This platform draws from the actuarial-tools/ directory and the project plan in projects/03_Actuarial_Risk_Assessment_Platform.csv.

Planned features:

  • ISO 31000 risk identification, analysis, and evaluation framework
  • FM/P exam integration with numerical methods
  • PFMEA (Process Failure Mode and Effects Analysis) for underwriting cycles
  • Parametric insurance engine with IoT sensor integration
  • NLP compliance checking for business rules

Project Plans

All three platforms have structured project plans in projects/:

Project Plan CSV Prompts CSV Hours
Platform Integration 01_RiskRunners_Platform_Integration.csv 01_..._Prompts.csv ~500+
Schrodinger's Fish 02_Schrodingers_Fish_Simulation.csv 02_..._Prompts.csv ~400+
Actuarial Risk Assessment 03_Actuarial_Risk_Assessment_Platform.csv 03_..._Prompts.csv ~500+

Combined: 1,400+ hours of structured work with 134 AI-assisted development prompts.

Clone this wiki locally