Enterprise AI Platforms.
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Based in Torino, Italia
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Your knowledge, captured. Your work, automated. Your data, sovereign.

Cognity turns your company's expertise into a private AI system, then deploys AI agents that run your operations 24/7. No data leaves your perimeter. No model trains on you. No expertise walks out the door.

Cognity Engine
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The four problems standard AI does not solve.

Your experts walk out the door.

Three decades of know-how live in one person's head. They retire. The knowledge leaves with them. Your successor inherits decisions they cannot reproduce.

Your data trains your competitors.

Every prompt sent to a public model becomes training material for someone else's roadmap. Your IP, your customers, your strategy: now in their model.

Your best people are the workflow.

Six-figure salaries spent routing tickets, summarizing PDFs, and reconciling spreadsheets. The work scales every quarter. Your headcount cannot.

Your AI pilots never reach production.

The demo worked. The PoC delivered. Then nothing. Without governance, infrastructure, and a system designed to outlive version one, every experiment dies at the integration boundary.

Three pillars. One outcome: a company that runs on its own knowledge.

Cognity solves three concrete problems most enterprises hit at once: tacit knowledge that does not survive succession, manual work that does not scale, and AI providers that own your data.

Knowledge Transfer

Your company's expertise, captured before it walks out the door.

Decades of archives, decisions, and tacit know-how become a queryable system your next generation of managers can actually use. The founder retires. The knowledge stays.

Mines archives, emails, logs Trains successors on real history Cuts onboarding from months to weeks Built to outlast 20-year handovers
Read: AI and generational succession

AI Agents

Workers that do not sleep, do not quit, and do not forget.

Cognity deploys AI agents that act on your centralized knowledge around the clock. They route tickets, draft documents, reconcile data, and escalate exceptions. Your team handles judgement. The system handles repetition.

Run 24/7, every weekend included Scale without new headcount Escalate exceptions to humans Every action logged and reversible
Read: AI agents in 2026

Private AI

Your data never trains anyone else's model.

Cognity runs inside your perimeter on open models you control. The server processes your request, returns the answer, and forgets. No logging. No profiles. No per-token surprises on your invoice.

Stateless inference, zero logging Open models (Mistral, Llama) Predictable inference cost AI Act, GDPR, NIS2, DORA ready
Read: Private AI and European sovereignty

Connect. Reason. Act.

Three layers, one platform. Your data flows in. AI agents act on it. Every step governed and auditable.

Connect

Cognity reaches into every data source (databases, documents, APIs, SaaS tools, legacy systems) and weaves them into a single, queryable knowledge fabric.

200+ connectors Ontology mapping Real-time ingestion Data lineage Zero-copy virtual layer
Reason

Deploy models that reason over your connected data. Answering questions, surfacing patterns, and making recommendations grounded in your enterprise context.

Multi-model orchestration RAG over enterprise data Domain-specific reasoning Explainable outputs Confidence scoring
Act

Intelligence without action is just a dashboard. AI agents turn outputs into operational work: routing decisions, triggering actions, drafting documents, and closing the loop.

Workflow automation Human-in-the-loop System integrations Alert routing Full audit trails
How the six Cognity modules map to Connect, Reason, Act Three architectural layers across the top (Connect, Reason, Act). Under each layer, the two Cognity modules that implement it. Arrows show data flowing from left to right. SIX MODULES, THREE LAYERS CONNECT REASON ACT Data Fabric 200+ connectors. Zero-copy virtual layer. Databases. Docs. APIs. SaaS. Legacy. Cognity Engine Entity modelling. Business rules. Schema versioning. Cross-domain links. Model Orchestration Multi-model routing. RAG over fabric. Mistral. Llama. Prompt management. Governance & Compliance RBAC. ABAC. SSO. Audit trails. Data sovereignty. AI Agents 24/7 autonomous workers. Route, draft, reconcile, escalate. Decision Dashboard Realtime metrics. Confidence scoring. Workflow status. Executive reports. data flows in. AI agents act. every step logged and reversible. the six modules are independent. the platform is the connective tissue. Six Cognity modules mapped to Connect, Reason, Act Vertical stack of three architectural layers. Each layer contains two Cognity modules. Arrows show data flow downward. SIX MODULES, THREE LAYERS CONNECT Data Fabric 200+ connectors. Zero-copy virtual layer. Databases. Docs. APIs. SaaS. Legacy. Cognity Engine Entity modelling. Business rules. Schema versioning. Cross-domain links. REASON Model Orchestration Multi-model routing. RAG over fabric. Mistral. Llama. Prompt management. Governance & Compliance RBAC. ABAC. SSO. Audit trails. Data sovereignty. ACT AI Agents 24/7 autonomous workers. Route, draft, reconcile, escalate. Decision Dashboard Realtime metrics. Confidence scoring. Workflow status. Executive reports. data in. AI agents act. every step logged and reversible.
How the six modules implement Connect, Reason, Act. Every module is independently deployable. The platform is the integration.

Six modules. One platform.

Every module works standalone. Together, they are the platform behind the three pillars.

Cognity Engine

Maps your entities, relationships, and rules into a structured model the entire platform reasons over. Data becomes knowledge.

Entity modeling Business rules Schema versioning Cross-domain linking

Data Fabric

Connect every data source without migrating anything. One unified, queryable layer across your entire enterprise.

200+ connectors Real-time sync Data quality Zero-copy virtual layer

Model Orchestration

Deploy, route, and manage multiple models orchestrated for complex enterprise tasks. Swap models without rewriting pipelines.

Multi-model pipelines Prompt management Intelligent routing Cost optimization

Governance & Compliance

Every decision traced. Every access logged. Every output auditable. Automated systems held to the same compliance standards as your people. Or higher.

RBAC & ABAC Audit trails Compliance reporting Data sovereignty

AI Agents

Autonomous workers that route tickets, draft documents, update records, and escalate exceptions. They act on your centralized knowledge, 24/7, with every step logged and reversible.

Visual builder Event triggers Conditional logic Cross-system actions

Decision Dashboard

Real-time visibility into every automated decision and workflow. See what the system is doing, why, and what it recommends next.

Real-time metrics Confidence scoring Workflow status Executive reports

Built for the most demanding environments

Deploy anywhere: private cloud, on-premise, or air-gapped. Your data, your infrastructure, your rules.

Your data never leaves

Deploys inside your infrastructure. On-premise, private cloud, or air-gapped. Your data never leaves.

Enterprise compliance

SOC 2 Type II. GDPR. HIPAA. ISO 27001. Built for regulated industries from day one.

Full audit visibility

Every query, decision, and automated action. Logged, traceable, and explainable.

Zero-trust access

Role-based and attribute-based access controls with data-level permissions and SSO.

Private Cloud

AWS, Azure, or GCP inside your own VPC. Full isolation, full control.

On-Premise

Run entirely on your own hardware. No external dependencies. Air-gapped option available.

Hybrid

Sensitive data on-premise, cloud compute for scale. Fully managed interconnect.

Connects to everything you already run

Cognity doesn't replace your stack. It connects to it. Databases, SaaS tools, document stores, APIs, and messaging platforms.

Cognity integration hub Cognity at the center connected by lines to six integration categories: databases, documents, APIs, SaaS tools, messaging platforms, and legacy systems. COGNITY CONNECTS TO EVERYTHING YOU ALREADY RUN Cognity 200+ connectors. Zero migration. Databases Postgres. MySQL. MongoDB. Snowflake. APIs REST. GraphQL. gRPC. Webhooks. Documents Confluence. SharePoint. Google Drive. Notion. SaaS Tools Salesforce. HubSpot. Jira. Asana. Linear. Messaging Slack. Teams. Email. WhatsApp. Legacy Systems SAP. AS/400. Mainframes. Custom. Cognity integration hub Cognity at the top connected to six integration categories arranged in a grid of two columns and three rows below. 200+ CONNECTORS. ZERO MIGRATION. Cognity connects bidirectionally to Databases Postgres. MySQL. MongoDB. Snowflake. APIs REST. GraphQL. gRPC. Webhooks. Documents Confluence. SharePoint. Google Drive. Notion. SaaS Tools Salesforce. HubSpot. Jira. Asana. Messaging Slack. Teams. Email. WhatsApp. Legacy Systems SAP. AS/400. Mainframes.
Cognity does not replace your stack. It threads through it: 200+ connectors, zero forced migration, bidirectional sync.

Cognity is the platform. We handle everything else.

Integration, customization, training, and ongoing operations. Our team deploys Cognity and keeps it running.

Frequently asked questions

How does Cognity integrate with our existing systems?

Cognity comes with 200+ pre-built connectors and uses a zero-copy virtual layer, meaning your data stays where it is. It connects to databases, SaaS tools, document stores, APIs, and messaging platforms without requiring migration or replacing your current stack.

What is Private AI and how does Cognity implement it?

Cognity is built around the principle of Private AI: your data never leaves your control. It deploys entirely inside your infrastructure — on-premise, in your own private cloud (AWS, Azure, or GCP within your VPC), or in a hybrid configuration. There is also an air-gapped option for the most sensitive environments. Every layer of the platform is designed so that no external party — including GRAL — has access to your data unless you explicitly allow it. Privacy and data sovereignty are not add-ons; they are the architectural foundation.

How does Cognity handle governance and compliance?

Every decision is traced, every access is logged, and every output is auditable. Cognity provides full audit trails, automated compliance reporting, and granular data sovereignty controls. It is built for GDPR and ISO 27001 environments, ensuring that automated systems are held to the same standards — or higher — as your people.

Does Cognity support multiple AI models?

Yes. The Model Orchestration module lets you deploy, route, and manage multiple AI models within a single pipeline. You can swap models without rewriting pipelines, and the platform handles intelligent routing and cost optimization across providers.

Do we need to manage Cognity ourselves after deployment?

No. GRAL handles integration, customization, training, and ongoing operations. The team deploys Cognity into your environment and keeps it running — you focus on the business outcomes, not the infrastructure.

What kind of workflows can Cognity automate?

Cognity turns intelligence into action. Its Workflow Automation module triggers operations based on system outputs: routing tasks, generating documents, updating records, escalating decisions, and sending alerts. People handle only the exceptions — everything else runs autonomously, governed by the rules you define.

Cognity is available by invitation only.

Deployed exclusively within our active growth partnerships. We do not accept public inquiries for this platform.

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