Problem

• Governments lack simulation tools to forecast the economic impact of major reforms like UBI, automation, or carbon taxation.
• Traditional economic models are static, top-down, and disconnected from real-time data and behavior-driven outcomes.
• Investors and institutions need a strategic planning tool for long-horizon macro trends.

Our Solution

CIVOS is a modular, AI-enhanced platform that models present and future economies using agent-based simulation, real-world data, and interactive policy levers.

• Agent-based economic engine with custom citizen, corporate, and government actors
• Scenario convergence slider to simulate transition over time
• Visual dashboards comparing simulated vs. historical GDP, inflation, unemployment, and automation rates

Key Features

• Agent-Based Modeling: Built on Python's Mesa for micro-to-macro simulation
• AI-Powered Forecasting: GPT-based scenario reasoning & dynamic policy recommendations
• Live Data Ingestion: FRED and World Bank datasets for real-world calibration
• Interactive UI: Dash/Plotly dashboard with scenario stepping, graph comparisons, and export tools

Market Opportunity

• GovTech: $20B+ global spend on public sector modernization and simulation tools
• Economic Modeling & AI: $50B+ opportunity in think tanks, hedge funds, and policy labs
• Digital Twin Software: Growing demand for nation-scale simulation and digital planning environments

Architecture Overview

• Python + Mesa engine for agent simulation
• FastAPI backend with policy scenario loader
• Plotly Dash frontend with FRED-data overlay
• Modular JSON-based scenario definitions and logging

Revenue Model

• Government and university licensing
• Think tank SaaS platform subscriptions
• API access for macro hedge funds and research firms
• Custom consulting engagements and model tuning

Roadmap

• Q2 2025: MVP with simulation engine and real-vs-sim GDP & automation overlays
• Q3 2025: Policy scenario loader, UBI & automation stress testing
• Q4 2025: Academic beta launch and investor pilot models
• 2026: AI-driven forecasting engine and full policy simulation suite

Funding Ask

Total Raise: $1,300,000

• $300,000 – Simulation Engine Development (Mesa + FastAPI)
• $250,000 – GPT-Integrated Forecasting & AI Agent Training
• $200,000 – Data ingestion pipelines and economic model calibration
• $200,000 – Dashboards, export tools, and scenario control UI
• $150,000 – Legal, compliance, and data licensing
• $100,000 – Marketing, academic outreach, and publishing
• $100,000 – DevOps, security, and team operations

*Team expansion and API deployment planned post-raise milestone 1.

Team & Contact

Segura Mgmt — Founded by Brennen Segura, CIVOS is built by experienced engineers, AI researchers, and policy modelers with a track record in blockchain, simulation, and data platforms.

• Email: brennen@seguramgmt.com
• Website: www.seguramgmt.com