A Julia framework for modeling exnovation decisions—phasing out legacy practices to enable innovation.
Exnovation.jl is a decision modeling framework designed to help organizations and researchers systematically analyze, plan, and execute the phase-out of outdated technologies, processes, or practices. It provides tools to:
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Model legacy systems and their dependencies
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Simulate phase-out scenarios and their impacts
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Optimize transition paths to minimize disruption
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Validate exnovation strategies with formal guarantees
using Exnovation
@exnovate LegacySystem begin
legacy_process :: Process(legacy=true, cost=1000, risk=0.8)
new_process :: Process(legacy=false, cost=500, risk=0.2)
transition = legacy_process --> new_process
@ensure transition.cost < 1500
@ensure transition.risk < 0.5
end
strategy = LegacySystem()
result = simulate(strategy, horizon=5)Simulate the impact of phasing out legacy systems over time, with support for: - Cost-benefit analysis - Risk assessment - Resource allocation
@exnovate EnergyTransition begin
coal :: EnergySource(legacy=true, emissions=1000)
solar :: EnergySource(legacy=false, emissions=0)
transition = coal --> solar
@ensure transition.emissions_reduction > 90%
endVisualize and analyze dependencies between legacy and new systems to identify critical path dependencies and bottlenecks.
dependencies = map_dependencies(legacy_system, new_system)
plot(dependencies)Ensure that exnovation strategies meet organizational constraints and regulatory requirements.
@exnovate ComplianceCheck begin
old_policy :: Policy(legacy=true, compliance_risk=0.9)
new_policy :: Policy(legacy=false, compliance_risk=0.1)
transition = old_policy --> new_policy
@prove transition.compliance_risk < 0.2
endOrganizations often struggle to retire legacy systems due to: - Complex dependencies - Uncertain costs and risks - Resistance to change
Exnovation.jl/
├── src/
│ ├── Exnovation.jl # Main module
│ ├── models/ # Exnovation models and DSL
│ ├── simulation/ # Scenario simulation tools
│ ├── validation/ # Formal validation framework
│ └── visualization/ # Dependency and impact visualization
├── test/ # Test suite
├── examples/ # Example exnovation scenarios
└── docs/ # Documentation-
✓ v0.1: Core framework, basic simulation, and validation
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❏ v0.2: Advanced dependency mapping and optimization
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❏ v0.3: Integration with external data sources
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❏ v1.0: Production-ready, with industry case studies