TwiceData
THE FULL LIBRARY · EVERY DOMAIN PACK

Model Catalog

Every governed pack we ship — search by domain, keyword, or region to find the one that fits your stack.

All 18 governed packs: eIDAS (EU Trust Services), Enterprise, ESG, Finance, Finance (EU), Government (EU), Legal, Marketplaces, Medical, Medical (EU), Medicare, Public, Raqmum, SaaS, Sales & Marketing, Smart Data, Trading, UK DUAA.

18 packs
EU 12 models

eIDAS (EU Trust Services)

twicedata-eidas answers three EUDI Wallet / eIDAS 2.0 compliance analytics obligations.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
Global 18 models

Enterprise

Enterprise solves the cross-cutting concerns that span every domain pack.

  • Governed mart models
  • PII-safe analytics tier
Global 11 models

ESG

twicedata-esg answers the CSRD/ESRS disclosure obligation.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
Global 40 models

Finance

A drop-in dbt package for SaaS finance analytics. Install via packages.yml, point an adapter at the source contract below, and get governed staging, intermediate bitemporal dims, and mart models out of the box.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Semantic layer / metrics
  • Governance contracts
EU 20 models

Finance (EU)

twicedata-finance-eu answers three EU compliance obligations, scoped by gating flags.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
EU 17 models

Government (EU)

twicedata-gov-eu answers five EU compliance obligations.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
Global 52 models

Legal

The legal pack answers four audiences in one build.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Knowledge-graph schema
  • MCP tools (agent-ready)
Global 27 models

Marketplaces

The Marketplaces pack owns the two-sided-economics / liquidity surface: GMV flow, take-rate computation, supply/demand matching, seller payouts, and trust & safety. Finance owns the right to revenue recognition (ASC 606 principal vs agent); this pack computes only the operational ledger. S&M owns attribution; SaaS owns raw product events. This pack consumes both and adds the marketplace layer on top.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
Global 66 models

Medical

The medical pack answers four audiences in one build.

  • Governed mart models
  • Bitemporal dimensions
  • Knowledge-graph schema
  • MCP tools (agent-ready)
  • Data tests
EU 9 models

Medical (EU)

twicedata-medical-eu answers the EHDS primary and secondary health data use obligations.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
Global 21 models

Medicare

The Medicare pack is a financial and programmatic translation layer that sits between the Medical pack (clinical record + CMS-HCC RAF) and the Finance pack (GL / ASC 606). It consumes the Medical pack's clinical claim identity and risk scores, applies CMS regulatory payment algorithms, and emits a structured programmatic ledger that Finance ingests.

  • Governed mart models
  • Bitemporal dimensions
Global 58 models

Public

The Public Sector pack delivers government financial analytics across federal, state, and local jurisdictions. It models the full appropriations lifecycle (appropriation → apportionment → allotment → obligation → outlay), sub-award grant graph traversal, DAIMS/GSDM DATA Act submission, FOIA compliance, records disposition, and equity/demographic aggregations with CIPSEA-aware cell suppression.

  • Governed mart models
  • Bitemporal dimensions
  • Knowledge-graph schema
  • MCP tools (agent-ready)
  • Data tests
Global 33 models

Raqmum

docs/design/raqmum-pack-v1-spec.md — §12 Amendments override §1–§11 where they disagree. Dev harness: dev-raqmum/.

  • Governed mart models
  • Bitemporal dimensions
  • Data tests
Global 24 models

SaaS

The SaaS pack is the product / behavioral layer — the "Odometer," not the "Invoice." It computes physical consumption meters and objective behavioral signals from event streams. Finance rates and recognizes the revenue; Sales & Marketing owns the CRM pipeline. This pack emits the upstream data that both consume.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests
Global 32 models

Sales & Marketing

The S&M pack closes the MQL-to-SQL loop and answers three audiences in one build.

  • Governed mart models
  • Bitemporal dimensions
  • Knowledge-graph schema
  • MCP tools (agent-ready)
  • Data tests
Global 28 models

Smart Data

twicedata-smart-data operationalises the three core analytics shapes for DUAA smart-data scheme compliance — the structural mirror of twicedata-eidas.

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
Global 39 models

Trading

A drop-in dbt package for capital-markets & quantitative-trading analytics — plus a Python quant layer (backtesting, Bayesian optimization, ML, LLM, multi-source research) that runs on top. Install via packages.yml, point an adapter at the trading_raw source contract, and get governed indicators, multi-asset analytics, and a daily ML+LLM-blended morning run out of the box. Born portable (DuckDB / Snowflake / BigQuery / Databricks).

  • Governed mart models
  • Bitemporal dimensions
UK 17 models

UK DUAA

twicedata-uk-duaa answers four UK DUAA compliance obligations (v1 scope).

  • Governed mart models
  • PII-safe analytics tier
  • Bitemporal dimensions
  • Data tests