Independent technology lab · Italy
Ideas that become infrastructure.
We design and build intelligent systems for organizations and people: AI governance, regulatory knowledge, cognitive systems and trust infrastructure.
AI is already in your business.
Governance often isn’t.
AI tools enter business processes every day, often without shared rules, without an audit trail and without anyone who can explain how a decision was made.
Yet regulations such as the AI Act, NIS2 and Italy’s Legislative Decree 231/2001 require you to show who decides, based on what information and under which controls.
Explainable
Every AI-assisted decision has a clear, readable rationale.
Verifiable
Evidence stays linked to data, rules and people.
Governed
Roles, limits and accountability are defined up front, not after the fact.
Not features.
Systems.
Products and infrastructure built around real problems faced by organizations and people, not around isolated technology demos.
IRIS Suite · Governance and decision-making for the enterprise
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IRIS Core AI
From decisions to demonstrable intelligence.
The infrastructure for governing AI-assisted decisions across your organization: rules, evidence, traceability and human oversight in a single system, on top of the business software you already use.
Explore IRIS Core AI
IRIS Discovery
Understand the organization before you change it.
Mapping of processes, dependencies and regulatory context around an evolving digital twin.
Explore IRIS Discovery
SempliGo
From regulation to computable knowledge.
Sources, authorities, time, relationships and evidence linked in a structured regulatory knowledge base.
Explore SempliGo
IRIS Protocol
Evidence that stays tied to decisions.
Research into verifiable continuity of evidence across systems, organizations and time.
Explore IRIS ProtocolIRIS modules for sales, logistics and pricing
- IRIS CoPilot SalesSupport for sales decisions: margins, negotiation and verifiable recommendations.
- IRIS Logistic IntelligenceInventory, transfers and warehouse continuity with explainable decisions.
- IRIS Price IntelligencePrices and price lists driven by market signals, margin constraints and clear rules.
Cognitive systems · People, memory and context
Clabbit
Remembers what matters. When it matters.
Conversations, decisions and commitments turned into persistent, searchable memory.
Explore ClabbitQuuipu
From information to understanding.
An architecture that organizes the digital experience around intent, context and memory.
Explore Quuipu
E‑Terna
A home that cares for the people you love.
Discreet care: no cameras, no constant surveillance. Home stays home.
Explore E‑TernaProve it first.
Then scale.
Every project starts small, is measured against real cases and grows only when the results justify it.
- 01
Understand
We analyze processes, data and regulatory obligations to identify where AI creates value and where it creates risk.
- 02
Test
A focused pilot on real data and real cases, with goals and KPIs agreed before it starts.
- 03
Decide
At the end of the pilot, three possible outcomes: continue, adjust or stop. No automatic commitment.
- 04
Scale
Only what has proven its value is extended, with governance and evidence already built in.
People stay in charge.
AI proposes, explains and documents. The person accountable makes the decision.
Evidence first.
Every result must be verifiable, reconstructable and defensible.
Context matters.
We start from the systems, people and constraints that already exist.
IRIS at work.
Cognitive Architecture · 4 min read
AS/400 meets IRIS Core AI
How mission-critical IBM AS/400 systems are connected to the IRIS Core AI cognitive layer, adding reasoning and traceability without replacing what already works.
CoPilot Vendor · 4 min read
CoPilot Vendor IRIS
AI that protects margin in every negotiation across B2B and multi-branch networks: dynamic recommendations, below-cost blocks and governed discounts.
Logistic Intelligence · 4 min read
IRIS Logistic Intelligence (ILI)
Balance stock across the network, cut ineffective shuttle transfers by up to 30% and prevent stock-outs, with every move approved by a manager.
Price Intelligence · 4 min read
IRIS Price Intelligence (IPI)
Track B2B market price changes, anticipate supplier dynamics and keep your price list competitive without eroding margin.
Research notes. Architectures.
Experiments.
The thinking behind the work: observations, technical directions and questions that emerge as systems are designed and put to the test.
The full Lab journalFrom decisions to demonstrable intelligence.
A reasoning architecture and a verifiable execution protocol, designed for enterprise systems where mistakes are costly.
September 6, 2026 · Research · Quuipu
What happens when a website understands who is visiting it?
The shift from passive digital interfaces to experiences that adapt to intent and context.
August 28, 2026 · Experiment · Clabbit
Memory as the new interface between people and AI.
Testing context continuity across sessions: what to remember, for how long, and under whose control.
August 19, 2026 · Collaborations
Building the next level of trust in automated systems.
A joint initiative with other organizations on deterministic execution and verifiable evidence for AI decisions.
Not everything has to look finished.
Some initiatives are openly presented as research: a direction being explored, not a finished product.
- GenomeUnderstanding AI models through observable behavior, drift and lineage.
- SentinelContext-aware approaches to continuous digital defense.
- AGI ResearchCognitive architectures, governance and human control for increasingly capable AI.
Let’s start with a conversation.
Tell us what you’re building or which decision you need to make more robust. We’ll reply with a concrete proposal, not a generic pitch.