Traditional product roadmapping assumes a level of predictability that simply doesn't exist in AI product development. When your core technology might improve by 10x in six months—or hit an unexpected capability ceiling—conventional quarterly planning becomes an exercise in fiction.
123456789101112interface RoadmapItem { id: string; name: string; type: 'capability' | 'feature' | 'research'; confidenceLevel: 'high' | 'medium' | 'low' | 'exploratory'; estimatedQuarter: string; dependencies: string[]; riskFactors: string[]; } const confidenceConfig = { high: { color: '#22c55e', opacity: 1.0, label: '80%+ confidence' },
123456789101112from dataclasses import dataclass from enum import Enum from datetime import date from typing import List, Optional class MilestoneStatus(Enum): ON_TRACK = "on_track" AT_RISK = "at_risk" BLOCKED = "blocked" COMPLETED = "completed" @dataclass