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Govern AI
Preserve knowledge
Drive decisions.

AISMA is the cognitive governance partner that makes every enterprise AI program explainable, auditable, and sustainable over time. We transform organizational knowledge, policies, and decision-making criteria into structured organizational assets — enabling verifiable decisions and AI processes that remain under control.

Many organizations are integrating AI. Few are building reliable decision models.

Can this knowledge be reused?
Where does it get the data from?
Are the answers consistent?
How do I verify the sources?
Is this solution sustainable?

The Aisma Method

Cognitive governance for enterprise AI systems.

Artificial intelligence introduces new levels of complexity across operational, decision-making, and organizational processes.

AISMA has developed a framework built on three complementary elements: the organizational ontology, which formalizes the organization’s information heritage; human oversight, which preserves accountability and judgment; the Control Plane, which coordinates models, workflows, and AI infrastructures within a verifiable and traceable environment.

Cogniss. The digital twin of your organization. The infrastructure that makes AI governable and lasting.

Cogniss transforms information assets, workflows, and operational logic into a structured, auditable framework.

Every output can be traced back to defined sources and responsibilities, ensuring transparency and consistency in process execution.

Structured Knowledge

The organization’s information assets are organized into a shared, accessible, and reusable ecosystem.

An information foundation designed to preserve continuity and organizational coherence

Coordinated Processes

Roles, rules, and responsibilities are orchestrated across the entire operational cycle.

Cogniss keeps systems, activities, and oversight levels aligned within the same framework

Verifiable Decisions

Every output can be traced back to sources, logic, and criteria that remain permanently accessible.

Cogniss ensures transparency and traceability across the entire decision-making path.

Structured Knowledge

The organization’s information assets are organized into a shared, accessible, and reusable ecosystem.

An information foundation designed to preserve continuity and organizational coherence

Coordinated Processes

Roles, rules, and responsibilities are orchestrated across the entire operational cycle.

Cogniss keeps systems, activities, and oversight levels aligned within the same framework

Verifiable Decisions

Every output can be traced back to sources, logic, and criteria that remain permanently accessible.

Cogniss ensures transparency and traceability across the entire decision-making path.

Skills

Vertical capabilities designed to apply artificial intelligence across the primary enterprise domains.

Each Skill combines specialized expertise, operational context, and industry requirements within dedicated solutions for finance, legal, operations, and sustainability.

Trade Finance — End-to-end management of the commercial credit and debt financing cycle: KYC/AML document validation, real-time limit monitoring, automated on-boarding. Differentiator: native AML/KYC/PSD2 compliance, automatic three-way match.

Digital Law Firm — Cognitive infrastructure with specialized agents for discovery, retrieval, reasoning, and document production; every output anchored to verifiable sources. Differentiator: triple Quality Gates, Reasoning Certificate, NO-FALLBACK.

Credit & Regulatory Compliance — Platform for banks and NPL/UTP servicers subject to DORA: portfolio management, document automation, and regulatory compliance with certified data lineage. Differentiator: integrated DORA framework, end-to-end lineage.

Regulatory Compliance Automation — Automation of the multi-perimeter compliance cycle (GDPR, Legislative Decree 231/2001, NIS2, ISO): ingestion of official sources, impact mapping, generation of EU AI Act-compliant drafts. Differentiator: four-level taxonomy, Reasoning Certificate on drafts.

HR & Staffing Intelligence — Governance of the recruiting cycle and contract administration: explainable semantic matching, automated CCNL compliance, organizational Knowledge Graph. Differentiator: Explainability Tag (GDPR), CCNL CheckCompliance.

Manufacturing Intelligence — ERP/CRM/PM integration for forecasting and automatic generation of technical proposals, with archive anchored to the Knowledge Graph. Differentiator: forecasting with audit trail, live technical archive.

Space Planning & Generative Architecture — Automated preliminary space design: variant generation, validation of regulatory and structural constraints, structured BIM outputs. Differentiator: automatic SHACL validation, Digital Twin foundation.

Marine Environmental Monitoring — Marine and coastal environmental monitoring that fuses IoT data, RADAR/SAR satellites, and drones: monitoring, prediction, and governed early warning. Differentiator: 72h early warning, multi-sensor data fusion; validated in protected marine areas.

Smart Farming Ecosystem — Digital ecosystem for livestock farming and precision agriculture: computer vision, multi-level biometric validation, 40+ real-time KPIs, and governed predictive alerts. Differentiator: confidence synthesis, edge computing.

SecurityCognitive Security — Non-invasive cognitive add-on built on top of existing PSIM platforms: natural language search, operational assistant, event classification, and video analysis. Differentiator: progressively activatable intelligence-as-a-service, zero false negatives, EU AI Act compliance.

Smart Farming Ecosystem — Digital ecosystem for livestock farming and precision agriculture: computer vision, multi-level biometric validation, 40+ real-time KPIs, and governed predictive alerts. Differentiator: confidence synthesis, edge computing.

About us

AISMA is a research and technology transfer center specialized in AI systems governance.

For over 10 years we have supported organizations and enterprises in integrating artificial intelligence within complex operational environments, through an approach grounded in applied research, oversight, and accountability.

Our team brings together researchers, data scientists, and PhDs in mathematical and statistical disciplines, with the goal of transforming specialized knowledge and information assets into lasting organizational capabilities.