Forward Deployed Engineering — As A Service

Forward Deploy any frontier models.

We embed hands-on engineers — inside your VPC, or inside ours — to take a frontier model from API key to production traffic. No decks. No handoff PDFs. Someone writing the integration code next to your team.

Engagement scopedRoute decidedTrack B - VPC EmbedTrack A - Frontier Deploy

FORWARD DEPLOYED ENGINEERING // AT SCALE

We don't just hand off a PDF or a reference architecture. We embed elite AI engineers directly into your team to take frontier models from API prototype to production-grade deployment.

STATUS:PIPELINE MAPPING
FLOW:UNIFIED INGRESS
DATA PATH: EXT API -> SECURE KERNEL
FRONTIER APIINPUTYOUR VPCCORESTAGE X ENGINE DEPLOY
SANDBOX / EDGE DEPLOYEVAL LOOPS & TELEMETRY SHIELDMODEL RUNTIMEZERO EXFILTRATION

[PHASE 01]Scope & Embed

We establish a direct operational link with your internal teams. Our forward deployed engineers embed within your Slack and engineering sprint cycles, gaining deep context on your data, security posture, and core product objectives.

[PHASE 02]Architecture & Pipeline

[PHASE 03]Hardening & Handoff

Deployment Topology Blueprint

Track A: Frontier Cloud Deploy

  • InfrastructureHosted in our high-density compute array
  • Latency~12ms API Boundary
  • SecurityTLS 1.3 + Isolated Sandbox
  • Field ManagementManaged entirely by Ingress remote engineers

Track B: Local Core VPC Embed

  • InfrastructureFully containerized inside your private cloud
  • Latency<1ms Direct Kernel Level
  • SecurityZero Data Exfiltration (Air-gapped compatible)
  • Field ManagementShared terminal with your internal systems team

Multi-Cloud Portability

AWS VPCGCP VPCAZURE VNETFD TEAM EMBED