Security from the start.
Verify access at every step. Separate sensitive systems and give each user only the permissions they need.
TECHNOLOGY FOR GOVERNMENTS & ENTERPRISESBEIRUT · DUBAI / EST. 2024
AI & infrastructure.
Built for critical operations.
CPAGrag Group designs secure AI, connected public services, and the infrastructure behind complex organizations — with control over your data and a clear record of every action.
GOVERNANCE COREGovernance & control Policy enforced
CPG / CONNECTED SYSTEMSLOGICAL ARCHITECTURE · NOT TO SCALE
Federated audit busSIMULATED
AI, DATA & INFRASTRUCTURE. ONE CONTROLLED SYSTEM.REFERENCE ARCHITECTURE · SIMULATED STATUS
WHAT WE BUILD AROUND Secure by design Control over your data Traceable operations
01 / OUR CAPABILITIES
THREE DOMAINS. ONE ENGINEERING APPROACH.Three capabilities. Clear purpose.
From private AI to connected services and resilient transaction platforms.
AI-001 / REFERENCE ARCHITECTURESIMULATION
CONTROLLED TRUST BOUNDARY
01
Private input02
Policy gateway03
Model inference04
Guardrail checkSigned output
Inference boundaryIsolated
EVENT INTEGRITY Traceable
POLICY GATEExplicit authorization
02 / ENGINEERING PRINCIPLES
CONTROL. CONTINUITY. ACCOUNTABILITY.Your systems.
Your control.
Critical operations need systems you can understand, govern, and maintain. We put security, data ownership, and accountability at the center of the design.
Keep control of your data.
Choose where your data lives and how your systems run, including private deployments and offline environments.
A clear record of every action.
Follow transactions and AI decisions from input to outcome, with linked records and explicit approval rules.
03 / LET’S TALK
BEIRUT, LEBANON · DUBAI, UAEWhat does your next
system need to do?
Tell us about your organization, the challenge you face, and the systems you need to connect.
hello@cpagrag.comRegistered in Lebanon · International perspective