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Capability · Deploy05 / 05

SLM Deployments

On-prem, air-gapped, VPC, edge.

We take a model from feasibility — or build one from scratch — and ship it to your infrastructure. You own the weights, the serving stack, and the data. We handle the quantization, the inference server selection, the observability, and the rollback path.

YOU OWN IT
Server racks lit by blue indicator lights
beaglabs / slm-deployment
What's included

The whole vertical slice, not a fragment.

3 sections

Where it runs

Wherever your security team is comfortable.

  • On-prem bare metal (H100, A100, MI300, custom silicon)
  • Air-gapped networks with no outbound traffic
  • Your existing VPC, your existing IAM, your existing logging
  • Edge — automotive, retail, factory floor, mobile

What we handle

The stack between "the model is trained" and "the model is in production".

  • Quantization: QAT, GPTQ, AWQ, INT4/INT8
  • Inference: vLLM, TGI, llama.cpp, TensorRT-LLM
  • Autoscaling, rolling deploys, blue/green
  • Observability: tokens/sec, queue depth, OOMs, evals

What you own

Everything. We don't gate-keep the model or the stack.

  • The model weights — checked into your artifact store
  • The serving config — declarative, in your repo
  • The data pipeline — runs in your perimeter
  • The upgrade path — no phone-home, no license server
How we work

Three steps. No surprises.

  1. 01

    Survey

    One week. We read your infrastructure, security requirements, and latency budgets.

  2. 02

    Pilot

    Three to four weeks. We deploy a single workload end-to-end and validate the stack.

  3. 03

    Scale

    Six to eight weeks. We move the rest of the workloads over, with your team driving.

100%You own the weights
0Phone-home or license servers
6 wksFrom kickoff to first workload in prod
Next step

Ready to move off the API?

Tell us your infra. We'll tell you what's realistic.

Company information

Registered, certified, and ready to contract.

Beag Labs is a HUBZone-certified small business. We hold an active SBA profile and are registered in SAM.gov with the UEI and CAGE codes below. Send procurement or contracting questions to the email listed.

UEI
CDQ1WLGN41X6
CAGE
22QH1
Certifications
Tradewinds Solutions Marketplace — Awardable
B_

Prepared by

Beag Labs

Sep 2026

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