The QRAG-Helios core prompt stack powers engineering, deployment, and auditability of Emancip8's 100-service SaaS prompt architecture. Designed for high-stakes, multinational humanitarian operations.
Click any step in the pipeline to explore its purpose, inputs, outputs, and failure modes in detail.
Unique prompt/service name, category badge, ARCS/ECIA-7 compliance tags.
One of nine validated service categories with scenario badge (field/remote/escalation).
Required data variables, jurisdiction markers, authentication/compliance inputs. Optional adjacency data.
Copy-paste ready, scenario-optimized, evidence-enriched. Includes continuous ARCS/ECIA-7 signaling.
Structured, auditable output adapted to modality. Schema versions marked per IS 2024.03 standard.
Contiguous chain-of-trust evidence kernel. Badging and version control with granular I/O logging.