Open Source Integrator
ambient-core
v0.3.6 · MIT
Contracts, catalog, validators/CLI, notebooks, and ambient_pipeline that run standalone with local Spark/Delta. No Databricks required. Same demo CSVs the commercial path can show.
Governed Gold products - core and platform
ambient-core (MIT / Open Source Integrator) ships contracts, catalog, validators, notebooks, and ambient_pipeline on local Spark/Delta - no Databricks required. ambient-systems-platform (Platform Subscriber / Command Centre) is the hosted commercial product on Firebase, GCP, and Databricks. It pins a tagged core release; it does not fork core. Not a dashboard product. Not an agency pitch.
Platform options
Two products: ambient-core (MIT / Open Source Integrator) and ambient-systems-platform (Platform Subscriber / Command Centre). Core runs standalone with local Spark/Delta. Platform is the hosted commercial SKU that pins tagged core - it does not fork it.
Platform Subscriber / Command Centre
ambient-systems-platform
v1.0 · Hosted commercial
Hosted product on Firebase, GCP, and Databricks: multi-tenant workspace, hosted pipeline, usage gates. Pins a tagged ambient-core release; does not fork core.
Detail and boundary rules: Foundation vs full product (/docs/open-core/core-vs-platform/). Lifecycle rows distinguish contracts and metrics in ambient-core from hosted workflows and UI in ambient-systems-platform.
Reference catalog: core metrics and 18 industry packs
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Catalog consumption: data options to KPIs (input coverage)
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Contracts, validators, and CLI
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Notebooks + ambient_pipeline (local Spark/Delta; no Databricks required)
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Same demo CSVs as commercial can show
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Lakehouse governance libraries (provenance, PII, Silver validation)
- ambient-coreOpen Source Integrator
- Yes
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
- ambient-coreOpen Source Integrator
- Contracts / metrics
- ambient-systems-platformPlatform Subscriber / Command Centre
- Hosted workflows / UI
- ambient-coreOpen Source Integrator
- Contracts / metrics
- ambient-systems-platformPlatform Subscriber / Command Centre
- Hosted workflows / UI
- ambient-coreOpen Source Integrator
- Contracts / metrics
- ambient-systems-platformPlatform Subscriber / Command Centre
- Hosted workflows / UI
Planning and variance lifecycle
- ambient-coreOpen Source Integrator
- Contracts / metrics
- ambient-systems-platformPlatform Subscriber / Command Centre
- Hosted workflows / UI
Multi-tenant workspace and member roles (Command Centre)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Hosted Bronze-Silver-Gold pipeline (Firebase / GCP / Databricks)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Overview dashboards (financial and operational metrics)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
FP&A workspace (KPI tracking, goals, early-access forecast)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Data hub (CSV upload, manual entry, fulfillment status)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Setup requests for managed connectors (not live OAuth in UI)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Gold Firestore consumption adapter (contract-backed)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Standard reporting and exports (PDF, CSV)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Commercial usage gates (credits, pipeline triggers)
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Operational-financial bridge and optimization Gold products
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
Full lineage audit and enterprise compliance pack
- ambient-coreOpen Source Integrator
- —
- ambient-systems-platformPlatform Subscriber / Command Centre
- Yes
| Capability | ambient-coreOpen Source Integratorv0.3.6 · MIT | ambient-systems-platformPlatform Subscriber / Command Centrev1.0 · Hosted commercial |
|---|---|---|
| Reference catalog: core metrics and 18 industry packs | Yes | Yes |
| Catalog consumption: data options to KPIs (input coverage) | Yes | Yes |
| Contracts, validators, and CLI | Yes | Yes |
| Notebooks + ambient_pipeline (local Spark/Delta; no Databricks required) | Yes | Yes |
| Same demo CSVs as commercial can show | Yes | Yes |
| Lakehouse governance libraries (provenance, PII, Silver validation) | Yes | Yes |
| Benchmarking lifecycle | Contracts / metrics | Hosted workflows / UI |
| Assurance lifecycle | Contracts / metrics | Hosted workflows / UI |
| Investor disclosure lifecycle | Contracts / metrics | Hosted workflows / UI |
| Planning and variance lifecycle | Contracts / metrics | Hosted workflows / UI |
| Multi-tenant workspace and member roles (Command Centre) | — | Yes |
| Hosted Bronze-Silver-Gold pipeline (Firebase / GCP / Databricks) | — | Yes |
| Overview dashboards (financial and operational metrics) | — | Yes |
| FP&A workspace (KPI tracking, goals, early-access forecast) | — | Yes |
| Data hub (CSV upload, manual entry, fulfillment status) | — | Yes |
| Setup requests for managed connectors (not live OAuth in UI) | — | Yes |
| Gold Firestore consumption adapter (contract-backed) | — | Yes |
| Standard reporting and exports (PDF, CSV) | — | Yes |
| Commercial usage gates (credits, pipeline triggers) | — | Yes |
| Operational-financial bridge and optimization Gold products | — | Yes |
| Full lineage audit and enterprise compliance pack | — | Yes |
ambient-core
Open Source Integrator (MIT) - contracts, catalog, validators, and local pipeline
Open Source Integrator
Ambient-Team/ambient-core - MIT open-source core: contracts, catalog, CLI, notebooks, and ambient_pipeline on local Spark/Delta.
Contribute
Contribute - leave your work email. Ivan will get in touch on how to contribute to ambient-core.
ambient-systems-platform
Platform Subscriber / Command Centre - hosted validation workspace on governed Gold
- Overview - location-filtered financial and operational metrics
- FP&A Workspace - KPI tracking, goals, early-access forecast
- Data - CSV bronze upload, manual entry, medallion fulfillment
- Organizations - members, commercial usage, pipeline status
Managed ERP connectors are requested through the Data hub - not live OAuth self-serve in the app today. The commercial product pins a tagged ambient-core release; it does not fork core.
- 1
Governed connection
Catalog-industry metrics, Bronze-Silver-Gold processing, uploads, and fulfillment status - not generic ERP sync claims.
- 2
Auditable metrics
Financial and operational KPIs with lineage and quality from pipeline to Gold. Numbers that survive review.
- 3
Consumption where you work
Workspace and BI adapters read contract-backed Gold only. Gold does not leave without a contract.
Demo personas with synthetic Gold data (local Tier A)
Banking (depository)
Overview — demo persona: First Meridian Bank
Downstream consumers
Where governed Gold products are read
Ambient workspace
React Command Centre: Overview, FP&A Workspace, Data hub, organizations, and profile - sourced from contract-backed Gold products.
BI tools
Tableau and Power BI consumption adapters on contract-backed Gold outputs. Adapters consume; they do not redefine metrics.
Catalog industries
ambient-core reference catalog - finance FP&A beachhead; other packs as lenses
Beachhead: finance-queue and FP&A / audit packs. Tap a pack for details. All eighteen verticals still ship in Ambient Core; Vertical Farming and early AgTech stay under secondary lenses.
Secondary lenses / collapsed history (1)
Vertical Farming remains in the MIT catalog as a lens. It is not the commercial beachhead.
Integrator - Reference catalogOperator - Workspace demosFoundation vs full product