Curated Domain Templates

voiage.domain_templates provides standardized, pre-parameterized decision templates across 8 industry verticals: customer success, pricing and revenue, marketing, predictive maintenance, supply chain, fintech credit underwriting, corporate strategy R&D, and people analytics.

Overview

Each template specifies the intervention alternatives, information-gathering experiments (EVPI, EVPPI, EVSI, ENBS), required parameter columns, and provenance evidence without lock-in.

from voiage.domain_templates import (
    list_domain_templates,
    get_domain_template,
    validate_domain_template_registry,
)

# Validate the registry against its JSON schema
assert validate_domain_template_registry() is True

# List available templates for Customer Success
cs_templates = list_domain_templates(domain="customer_success")
for t in cs_templates:
    print(f"{t.template_id}: {t.title} ({t.maturity})")

# Load a specific dynamic pricing template
pricing_tpl = get_domain_template("dynamic_pricing")
print("Candidate Decisions:", pricing_tpl.decisions)
print("Candidate Studies:", pricing_tpl.information_actions)

Available Curated Templates

Template ID	Domain	Decisions	Key VOI Actions	Maturity
`churn_retention`	Customer Success	Status Quo, Discount, Concierge	Pilot Trial, Survey, Telemetry	`stable`
`dynamic_pricing`	Pricing & Revenue	Regular Price, 15% Markdown, 30% Markdown	Regional Price Test, Competitor Scraping	`stable`
`marketing_attribution`	Marketing & Growth	Baseline Spend, Reallocate Paid, Shift Organic	Geo-Lift Incrementality Experiment	`stable`
`predictive_maintenance`	Manufacturing & IoT	Run to Failure, Preventive, Sensor Retrofit	Vibration Telemetry, Pilot Inspection	`stable`
`inventory_reorder`	Supply Chain	Periodic Review, Continuous, Multi-Echelon	Supplier SLA Trial, Demand Feed	`stable`
`credit_underwriting`	Fintech & Risk	Standard Rules, Alternative ML, Tiered Limit	Bureau Credit Signal, Employer Verification	`stable`
`portfolio_r_and_d`	Corporate Strategy	Kill Project, Maintain Core, Accelerate	Phased Feasibility Study, Market Survey	`stable`
`talent_attrition`	People Analytics	Passive Monitoring, Comp Adjustment, Retention	Pulse Survey, Stay Interviews	`stable`

See Also