Forge Intelligence

Mobility and Transportation Intelligence

Support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.

Updated

Definition

Support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.

Coverage role

Mobility enables work, care, education, services, community, and independence.

Scope

Included

  • mode comparison
  • journey timing
  • accessibility
  • commute planning
  • vehicle and bicycle maintenance administration
  • safe-operation education
  • incident handling

Excluded and non-goals

  • operating a vehicle
  • real-time navigation without live data
  • evading law
  • unsafe repair instruction
  • guaranteeing arrival

Boundary rules

  • Route to life.mobility-transportation when the requested outcome requires one or more declared capabilities and the output can be represented by its canonical artifacts.
  • Route to an adjacent or specialist intelligence when domain-specific rules, tools, or professional authority dominate the problem.
  • Use general.reasoning to coordinate multi-pack conflicts, hard constraints, uncertainty, and decision status.
  • Return ask, defer, or escalate when required context, source authority, consent, or accountable ownership is missing.

Capability semantics

Capability ID Name Semantic intent
capability.life.mobility-transportation.compare_modes_routes Compare Modes Routes Evaluate time cost reliability access safety weather emissions luggage dependents and flexibility.
capability.life.mobility-transportation.plan_journey Plan Journey Create legs connections tickets buffers meeting points live checks and fallback routes.
capability.life.mobility-transportation.plan_accessible_transport Plan Accessible Transport Coordinate step-free access assistance seating devices communication transfers and contingency.
capability.life.mobility-transportation.optimize_commute Optimize Commute Compare schedule changes remote options mode mix cost health reliability and household constraints.
capability.life.mobility-transportation.manage_maintenance Manage Maintenance Track service inspections tires batteries recalls insurance and legally required checks.
capability.life.mobility-transportation.support_safe_operation Support Safe Operation Apply official education on fatigue distraction weather load restraints equipment and stop conditions.
capability.life.mobility-transportation.handle_incident Handle Incident Prioritize safety emergency services evidence contacts alternative travel reporting and follow-up.

Canonical artifact concepts

Artifact type Structural category Semantic purpose
artifact.life.mobility-transportation.mobility_option_matrix comparison Mobility Option Matrix for Mobility and Transportation Intelligence: A normalized comparison that applies hard constraints before preferences and preserves evidence, uncertainty, dominance, and sensitivity. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.journey_plan plan Journey Plan for Mobility and Transportation Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.accessible_journey_plan plan Accessible Journey Plan for Mobility and Transportation Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.commute_plan plan Commute Plan for Mobility and Transportation Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.transport_maintenance_schedule plan Transport Maintenance Schedule for Mobility and Transportation Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.safety_checklist checklist Safety Checklist for Mobility and Transportation Intelligence: An applicability-aware control list that records item status, evidence, gaps, ownership, remediation, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.
artifact.life.mobility-transportation.incident_plan plan Incident Plan for Mobility and Transportation Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support safe, accessible, cost-aware movement through route and mode selection, journey planning, maintenance administration, and incident handling.

Method families and limits

Method ID Method Use when Avoid when
method.life.mobility-transportation.multi_criteria_mode_comparison multi-criteria mode comparison Use after infeasible alternatives are removed and several legitimate criteria or trade-offs remain. Do not use before hard constraints are applied or without accountable ownership of criteria, weights, thresholds, and risk appetite.
method.life.mobility-transportation.door_to_door_decomposition door-to-door decomposition Use when travel reliability depends on linked legs, access, transfer time, live conditions, documents, buffers, and fallback routes. Avoid planning only the main leg, using stale schedules, omitting last-mile or accessibility constraints, or assuming a nominal connection is reliable.
method.life.mobility-transportation.buffer_and_reliability_analysis buffer and reliability analysis Use when travel reliability depends on linked legs, access, transfer time, live conditions, documents, buffers, and fallback routes. Avoid planning only the main leg, using stale schedules, omitting last-mile or accessibility constraints, or assuming a nominal connection is reliable.
method.life.mobility-transportation.total_cost_calculation total cost calculation Use when alternatives or plans depend on transparent monetary flows, units, timing, fees, uncertainty, and scenario assumptions. Avoid undisclosed rates, fees, taxes, currency conversion, inflation, compounding, or jurisdictional assumptions; do not present scenario outputs as guaranteed outcomes.
method.life.mobility-transportation.compliance_scheduling compliance scheduling Use when rights, obligations, eligibility, deadlines, authority, or official procedure differ by jurisdiction or institution. Avoid using an unresolved source family as evidence, assuming one jurisdiction applies, or turning general information into binding legal or regulatory advice.
method.life.mobility-transportation.incident_checklists incident checklists Use when potential harm must be detected, prioritized, contained, routed, and recorded without exceeding available authority. Avoid delaying emergency or safeguarding routes, asking for unnecessary sensitive detail, or giving instructions that increase exposure, destroy evidence, or conflict with official guidance.

Pack-specific invariants

The pack also inherits the core invariants in core/core_invariants.yaml.

Invariant ID Statement Failure action
invariant.life.mobility-transportation.01_live_schedules_closures_weather_and_access_status_are_veri Live schedules closures weather and access status are verified. fail_or_repair
invariant.life.mobility-transportation.02_interaction_while_driving_is_minimized_or_stopped Interaction while driving is minimized or stopped. fail_or_repair
invariant.life.mobility-transportation.03_fatigue_intoxication_unsafe_weather_or_defects_override_ar Fatigue intoxication unsafe weather or defects override arrival goals. fail_or_repair
invariant.life.mobility-transportation.04_regulated_repair_boundaries_are_respected Regulated repair boundaries are respected. fail_or_repair

Dependencies and relations

Operational general intelligences: None
Foundation concepts: general.spatial-structural, general.temporal, general.decision, general.tool-computational, general.practical-procedural
Life intelligences: life.accessibility-independent-living, life.sustainable-living-environmental-choices, life.personal-finance-resilience, life.travel-relocation-cross-cultural

Source roles

Source ID Claim roles Runtime resolution required
local.authority jurisdiction_rule, runtime_fact, service_or_community_context True
un.crpd.accessibility concept_definition True
ec.greencomp competence_framework, concept_definition, evaluation_dimension True

Risk and authority boundary

Risk class: high

  • Crash breakdown in danger medical event intoxication or immediate hazard.
  • Safety defect or regulated repair.
  • Licensing insurance or legal incident.

Accountable people retain consent, value, regulated, irreversible, and residual-risk decisions. This semantic page does not claim a deployed implementation.

Maturity

semantic: S3_reviewable_definition
contract: C3_testable_contract
implementation: I0_not_included
evidence: E2_source_roles_mapped
governance: G2_controls_and_review_defined
overlay: O2_paired_seed_complete

Paired overlay

Runtime maturity

  • Capabilities: 7
  • Technical floor→ceiling: I1_runtimeI1_runtime
  • Autonomy floor→ceiling: A0_assistedA0_assisted
  • I1_runtime count: 7
  • Evidence class: contract: 7
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/mobility-transportation.yaml
  • Cases defined: 7
  • Capabilities under test: 7