From detection
to useful manoeuvre time.
DCF-GRID is a non-intrusive predictive technology that estimates the useful manoeuvre time before degradation, instability or failure in critical infrastructure — turning technical detection into operational decision support for the human operator.
See it live: the 28 April 2025 Iberian blackout, replayed.
Drag through the 33 minutes that ended in collapse. Compare what current monitoring systems showed REE in real time with what DCF-GRID would have produced from the same input data — predictive horizon, zone classification, recommended action.
Detection without anticipated manoeuvre is not resilience.
Current monitoring systems detect anomalies, oscillations and instability events with growing precision. But detection is not the same as decision — and that gap is where infrastructure risk concentrates.
Operators frequently receive a technical signal with little or no operational time to act before degradation, cascading failure or service collapse. The gap between "something is happening" and "there is still time to manoeuvre" is what determines whether resilience holds or breaks.
DCF-GRID transforms that gap into a usable predictive horizon — auditable on request, validated against operational data, designed for the human operator under stress.
What DCF-GRID provides.
Predictive manoeuvre time
The output is a time, not just an alarm. Estimated operational time before instability or failure — designed to support real operator decisions under pressure.
Predictive horizonAuditable on request
Built on physically meaningful parameters. Available for full review by qualified counterparties under signed NDA — not an opaque ML black-box.
Transparent under NDANon-intrusive deployment
Designed to validate over existing PMU and SCADA environments without replacing critical infrastructure. Days of integration, not months.
Legacy-compatiblevs. WAMS / DSA — functional comparison.
| Feature | Current systems (WAMS / DSA) | DCF-GRID |
|---|---|---|
| Approach | Reactive — detects oscillation, no time horizon | Predictive — estimated useful manoeuvre time |
| Transparency | Black-box — closed algorithms, hard to audit | Auditable under NDA — physically meaningful logic |
| Infrastructure | Costly — full grid model, months of setup | Legacy-compatible — over existing SCADA / PMU |
| Sovereignty | Not guaranteed — non-EU clouds, exported data | EU sovereign — Oracle Cloud EU, GDPR-native |
| Compliance | Difficult to align with resilience directives | Designed for alignment with CER & NIS2 |
Institutional support & production references.
European validation partners.
DCF-GRID is positioned for Horizon Europe Cluster 3 and Public Procurement of Innovation. We are forming consortium with the following partner profiles.
TSO & DSO
Access to PMU/SCADA data and a real pilot environment. Technical validation over networks integrating variable renewable generation.
GSO & renewable operators
Access to generation data and renewable assets. Validation over variable generation profiles and ramp events.
Research partner
Independent methodology, technical evaluation, modelling, results analysis and scientific exploitation.
Public authorities & security stakeholders
Use-case alignment for resilience, infrastructure stress testing and Public Procurement of Innovation.
Positioned for Horizon Europe and Public Procurement of Innovation.
DCF-GRID is positioned as a candidate technology for European validation in critical infrastructure resilience, stress testing and early-warning decision support for high-renewable-penetration grids.
FastStreaming is actively seeking partners for Horizon Europe Cluster 3, Public Procurement of Innovation and bilateral pilot programmes with European TSO/DSO and research bodies.
Let's validate DCF-GRID in Europe.
Detailed technical material and quantitative validation data are shared exclusively under signed NDA. Start the conversation today and we'll move to dossier within 48 hours.