CYRKIL's AI guide
LISA discloses she is an AI assistant from the first message, reads from the same content database as this site, and never fabricates pricing or guarantees. Ask her anything about CYRKIL below, or use the floating entry point on any page.
Sample Grounded Inquiries
Click any topic below to launch LISA and watch the RAG pipeline retrieve and cite verified architecture solutions.
Sovereign AI & Defense
“What solutions does CYRKIL offer for sovereign AI and defense?”
Digital 360 Diagnostic Scoping
“Explain CYRKIL’s 8-domain Digital 360 diagnostic assessment framework.”
EU AI Act & Governance
“How does CYRKIL ensure EU AI Act, GDPR, and ISO 42001 compliance?”
Robotics & Physical Automation
“Tell me about CYRKIL’s autonomous mobile robotics and ROS2 fleet orchestration.”
Four Architectural Pillars of LISA
Engineered as an enterprise AI agent combining sovereign dense retrieval, rigorous compliance guardrails, and neural voice synthesis.
Production RAG & Vector Intelligence
Dense neural vector retrieval via ChromaDB and Mistral AI embeddings (1024-dim) with cosine similarity and hybrid lexical scoring. Zero fabricated corporate facts.
Strict Enterprise Guardrails
Full EU AI Act Article 50 transparency compliance, deterministic prompt injection neutralization, and anti-hallucination routing to bespoke enterprise proposals.
Trilingual Sovereign Fluency
Native comprehension and generation in English, French, and Arabic with specialized enterprise terminology, natural syntax, and full RTL layout adaptation.
Neural Voice & Human Handover
Ultra-realistic neural voice synthesis powered by ElevenLabs, in-browser speech recognition, and seamless escalation to senior transformation architects.
Multi-Context Sovereign Architecture
LISA operates across four isolated contexts ensuring sovereign compliance, strict data segregation, and bounded authority.
Client & Public Context
Public discovery across D01–D12 solutions and P01–P12 packages, Digital 360 intake, and transparent scheduling.
Executive Operations
Daily operational delivery, project WBS milestone tracking, slippage alerts, and team resource allocation.
Boardroom Context
Quarterly strategic audit reviews, cross-border regulatory compliance, M&A due diligence, and capital governance.
Chairman’s Office
State-level sovereign bilateral agreements, high-level diplomatic alignment, and classified institutional advisory.
Human Oversight Invariant
AI-native automation runs research, diagnosis, scoring, and drafting; sovereign, financial, and contractual commitments strictly mandate human approval.
| Action / Capability | LISA Auto-Execute | Manager Sign-Off | Board / Sovereign Approval |
|---|---|---|---|
| Digital 360 Scoping & Diagnostics | ✓ Permitted | Not required | Not required |
| Tender Ingestion & RFP Extraction | ✓ Permitted | Not required | Not required |
| Tender Go/No-Go Decision | Scoring Only | ✓ Mandatory | Above threshold |
| Commercial Proposal / SOW Issuance | ✗ Prohibited | ✓ Mandatory | Above €500k |
| Contract Signature & Sovereign Agreements | ✗ Prohibited | ✓ Mandatory | ✓ Mandatory |
