Modular. Flexible. Integrable. How cNode docks in anywhere as a forecasting layer

Introduction: AI doesn’t need its own place — it needs a connection

Forecasting remains a pain for many organisations: too rigid, too opaque, or locked in silos.

cNode takes a different approach. Rather than being yet another standalone tool, cNode is an intelligence layer designed to plug in anywhere. As a standalone WebApp, a white-label solution in your corporate brand, or an API embedded in ERP/SaaS: cNode adapts to your architecture — not the other way round.

Modularity starts in the model

cNode’s flexibility is rooted in its cluster logic. Each domain — Finance, ESG, HR, Product, Compliance — is modelled as its own cluster.

Each cluster contains:

• a data structure (ERP, CRM, external sources)

• a feature engine (semantic & numerical features)

• one or more goal models (e.g., Cashflow Forecast, ESG Risk)

• an output layer (scenarios, visualisation, API)

Benefit: you integrate only the clusters and goal models that matter for your steering — no bloat, no lock-in.

WebApp: our reference implementation — production-ready

For pilot customers, the cNode WebApp is available as a reference solution. It’s cloud-based, GDPR-compliant, hosted on EU servers (Hetzner) and PoC-ready (TRL 3–4).

WebApp capabilities

• Forecast dashboards by cluster

• Scenario generator with natural-language Co-Pilot

• Model comparison & explainability (incl. SHAP visualisation)

The WebApp shows how cNode works out of the box — without dependency on third-party software.

White-label for enterprise

Many organisations want decision intelligence within their own platform logic. cNode offers a white-label edition:

• Visual: UI in your corporate design

• Technical: SaaS, on-prem or private cloud

• Operations: model maintenance, version control, access control

Result: Decision Intelligence as a Product — under your brand, powered by our technology.

API-first: the forecasting layer for your tools

cNode is API-first by design.

Integration options

• REST API (secured, documented, versioned)

• Forecast & scenario models per cluster, callable on demand

• JSON outputs ready to drop into dashboards, ERP or BI systems

Example
An ESG SaaS provider integrates ESG Risk Forecast or Impact Delta via API. Users see results in the familiar UI, while cNode handles the computation in the background.

Platform mindset: decision-layer-as-a-service

Beyond app or API, the goal is a universal decision layer that links data streams to action scenarios.

Possible extensions

• Embedded forecasts inside SaaS products

• Forecasting SDKs / plug-ins (Notion, Retool, Airtable, etc.)

• Data-to-Action APIs: forecast + concrete recommendations

Forecasting becomes an embedded intelligence function — available everywhere.

Conclusion: rethink forecasting

Forecasting shouldn’t stop at pretty dashboards. The future is modular, flexible, integrable decision intelligence.

cNode can be as light as an API call — or as deep as a fully integrated white-label.

👉 We’re looking for partners to rethink forecasting — in your systems, for your users, with our architecture.