01

One Agent, Two Environments

Built in one zone, run in another. The drawing shows the secure side: open-weight models behind one gateway.

  • Development zoneMock and synthetic data, public models for speed, NGT engineers.
  • Your secure zoneYour real data stays put; a self-hosted open-weight LLM; people you approve.
  • Between the twoReviewed release packages only. Nothing flows back out.
Hybrid LLM Gateway
checkssensitivegeneral workdata residencyCallersAWS CloudCustomer accountVPC · privateGPU node pool · open-weight modelsShared servicesManaged models · same regionOption · in-region GPU cloudAgentsCoding assistantsRAG servicesBatch jobsGuardrailsmasking · output checksLLM gatewayroute · budget · auditIAM Identity CentervLLM / TGIopen-weight modelsAmazon EKSGPU node poolAmazon EC2 GPUinstancesAmazon BedrockIn-region modelendpointFPT Smart Cloud · VN, JPAWS Secrets ManagerAmazon CloudWatchusage · cost · latencyAudit logevery call

Point at a component to light its links; select it for what it does here and the practice that makes it right on AWS.

Point at a component to see what it does; select it for the best practice.Open the architecture
02

Crossing the Boundary

  1. 01Build
    • Agent core, logic and tests
    • On mock or synthetic data
    Release package
  2. 02Review
    • Source code reviewed
    • Every package checked
    Review passed
  3. 03Check
    • Licence checks
    • SBOM
    • Vulnerability scan
    Evidence pack
  4. 04Approve
    • You approve the release
    • Before anything is imported
    Your approval
  5. 05Import
    • Imported into your zone
    • Connected through your adapters
    Running on your data
03

More Boundary Patterns

SourcesFPT Software Hanoi executive outlook, secure AI delivery patterns (Oct 2026)NGT self-hosted MLOps practice notes (2026)AI-First DevOps Transformation Services & Solutions (Oct 2026)NGT Platform Engineering v1.2 (Sep 2026)NGT DevSecOps Service Offering (Jan 2025)NGT Cloud managed-service map (Mar 2026)FPT Full SDLC with GenAI and multi-agents v1.2.4 (Jun 2025)FleziLift runbook and connector notes (Oct 2026)