Technology
A modular decision layer over existing systems.
Integration is defined through technical discovery based on available data, security, architecture, frequency and operating constraints.
- Explainable
- Auditable
- Governable
- Enterprise-ready
OPERATIQ is evaluated as an Enterprise decision layer: integrable, secure, traceable and operable.
OPERATIQ does not replace the core, the CRM or the DWH. It integrates in a controlled way to consume signals, produce explainable decisions and return traceability. Integration scope is defined with your technical team; it is not promised generically.
Conceptual architecture
Python/FastAPI backend, decoupled decision engine, append-only persistence and a Next.js frontend.
Principle: do not replace
OPERATIQ is a decision layer over existing systems, not a substitute for the core or the CRM.
Controlled integration
API, batch, events or controlled uploads depending on available data, security and required frequency.
Traceability
Every recommendation is recorded with reasons, evidence and engine version for audit.
Operation and governance
Health checks, logs, diagnostics, roles and versioning of the decision logic.
A modular decision layer over existing systems.
Impact is measured with the client's data and operating context. No guaranteed ROI, automatic delinquency reduction or absolute financial outcome is promised.