// PROPRIETARY COGNITIVE ENGINE
The brain we work under.
IRIS SCE is our proprietary cognitive engine. It is the infrastructure that leverages our OrvixLabs team: human professionals design and decide, and a staff of specialized agents executes operational tasks, all coordinated by IRIS.
We don't use artificial intelligence because it's fashionable. We use it because we built something no isolated model can deliver: every decision goes through six cognitive modes in parallel, cross-deliberation between agents that challenge each other, source verification, and full audit. Nothing ships without contrast.
Where other systems hallucinate, IRIS demands evidence.
// SIX MODES
How IRIS thinks.
Cognitive
Reasons about complex data. Every conclusion is justified, traceable and reviewable.
Reactive
Responds to stimuli in real time. Events, messages, operational signals.
Proactive
Anticipates, alerts and recommends without being asked. Detects opportunities and risks.
Deliberative
An agent swarm that refutes and reaches consensus before deciding. Zero blind trust.
Adaptive
Learns from each company's specific context. Not a generic model.
Iterative
Improves with every interaction. The system you use tomorrow is better than today.
// ANTI-HALLUCINATION
No conclusion without review.
Before any response reaches the user, it passes through three internal review layers: factual verification against sources, adversarial challenge that looks for logical flaws, and direction that approves or rejects the output. Zero blind trust, full auditability.
Factual verification
Cross-checks facts against primary sources.
Adversarial challenge
Searches for logical flaws and inconsistencies.
Direction
Approves or rejects. No exceptions.
// HAMILTON PHILOSOPHY
How IRIS handles failures.
Every system built on IRIS has five redundancy layers, inspired by Margaret Hamilton and the Apollo 11 software. Automatic detection → self-healing → technical escalation → critical alert → human intervention. Human intervention is the last resort, not the first.
// VERTICALS
Verticals where IRIS runs.
IRIS SCE is not a single-industry engine. It is a cognitive architecture that adapts to any complex operation: commercial, industrial, professional, residential. The intelligence is the same. What changes is the context each vertical brings to it.
Commercial intelligence
Prospecting, qualification, and multichannel contact with AI voice.
- ›Detection of companies with active buying signals
- ›Exhaustive dossiers per person and company
- ›Voice, WhatsApp, email and LinkedIn in a unified inbox
Industrial and energy
Cognitive layer over SCADA and existing operational systems.
- ›Event correlation and early anomaly detection
- ›Operational recommendations with explicit confidence level
- ›Applied in oil & gas, mining, metallurgy and manufacturing
Construction
Operational and financial intelligence for complex projects.
- ›Real-time budget deviation control
- ›Progress traceability per project and supplier
- ›WhatsApp as native channel for field staff
Professional and legal
Local intelligence for firms handling sensitive information.
- ›Dedicated edge server, no internet connection
- ›Complies with GDPR and professional secrecy requirements
- ›Four specialized agents that cross-check each other
Cognitive residential
Smart home that understands context, not just commands.
- ›Local GPU with open source model. Zero data to the cloud
- ›Causal reasoning: detects human actions and infers the why
- ›Total sovereignty: the camera never leaves the house
Integrated business operations
Single dashboard with à-la-carte activatable capabilities.
- ›Leak radar: money at risk, money on the table
- ›Premium capabilities activatable by subscription
- ›Permanent institutional memory per company
Each vertical comes with its own regulations, sources, and protocols. The cognitive architecture doesn't change. What changes is the domain knowledge we load into IRIS for each case.
For technical detail per vertical, regulations IRIS complies with, and documented use cases, visit the dedicated site.
Go to IRIS SCE site// WHERE IRIS RUNS
Every OrvixLabs system.
Vortica
B2B commercial intelligence platform for Argentina. IRIS coordinates prospecting, dossiers, contact and voice.
Custom systems
Every private architecture we design for clients runs on IRIS as the central engine.
SignalX / Kairos
Systems in development also run on IRIS. Same brain, different applications.
// FAQ
Frequently asked questions about IRIS SCE
What does IRIS SCE do specifically?+
IRIS SCE orchestrates multiple artificial intelligence models under six cognitive modes (reasoning, memory, verification, synthesis, language, action), with deliberation between agents, cross-verification, and complete auditing. It is the engine running behind all systems OrvixLabs builds.
How does IRIS SCE prevent hallucinations?+
By design: every critical decision goes through a deliberation process with cross-verification and adversarial challenge that test the response before returning it. It has a fact-checking layer against reliable sources and inconsistency detection with persistent memory. The output reaches the client with an explicit confidence level.
What AI models does IRIS SCE use internally?+
IRIS SCE is model-agnostic. It orchestrates models from Anthropic (Claude), OpenAI (GPT), and Google (Gemini) in parallel, assigning each task to the model with the best demonstrated performance. This allows migrating between providers without rewriting the system and leveraging the best of each.
Does IRIS SCE run on my servers or on OrvixLabs servers?+
By default it runs on infrastructure dedicated to the client (VPS managed by OrvixLabs). In enterprise deployments it can run on-premise with a specific configuration. Commercial model API calls are made with the client's keys and sensitive data is masked before leaving through the Data Shield.
// DEDICATED SITE
IRIS SCE has its own domain.
Full technical documentation, complete architecture, capabilities, compliance standards, and industry use cases. All at iris-sce.com.
Go to IRIS SCE site