Frequently Asked Questions

ISAD is positioned as an AI risk intelligence provider delivering decisioning/scoring solutions, consulting, and enablement across regulated environments (ISAD states).

It’s an AI-powered decisioning and multi-parameter scoring layer that improves final outcomes from existing systems or powers new decisioning from scratch (ISAD states).

Both. Most clients start with an overlay deployment to accelerate impact without disruption, then expand to greenfield components where it makes business sense (ISAD states).

ISAD integrates at the “decision boundary,” ingesting upstream outputs and returning improved scores, reasons, and routing outcomes via standard interfaces (ISAD states).

Both modes are supported batch for periodic scoring and real-time for low-latency routing selected based on your operational SLAs and risk appetite (ISAD states).

ISAD supports integration with common enterprise fraud/risk platforms (e.g., SAS, NICE Actimize, Oracle, FICO) and modern data stacks through APIs, exports, and event streams (ISAD states).

ISAD works across financial services, fintech, energy, telecom, government/public sector, healthcare, and large enterprises (ISAD states).

Deployments can be designed to minimize data movement and align with client security controls, including access control, encryption, and audit logging (ISAD states). Data residency and retention requirements are handled per client policy (ISAD states).

ISAD supports governance-aligned delivery mapped to the EU AI Act’s risk-based expectations, ISO/IEC 42001 AI management system practices, and NIST AI RMF lifecycle functions (ISAD states). 

Yes, ISAD states the platform provides explainability outputs (reason codes / key drivers) and traceable decision records suitable for audit and review.

Yes, ISAD states the core objective is higher signal quality through hybrid AI and multi-parameter scoring, measured against your baseline outcomes and investigation workload.

ISAD states models are monitored for performance, drift, threshold stability, and version changes, with governance checkpoints to prevent silent degradation in production.

ISAD Labs is ISAD’s applied research and engineering environment where doctoral/postdoctoral research and senior delivery experience translate into deployable products and client solutions (research-led; ISAD states).

ISAD states it participates in the European AI Factory ecosystem, aligning innovation work with EuroHPC’s AI Factory model for AI-focused supercomputing and ecosystem enablement. 

ISAD states support models and SLAs are defined per engagement (hours, response targets, governance cadence). The next step is a consultation to confirm scope, deployment path, and a fast proof-of-value plan (ISAD states).