Deployment Blueprint: One Inference Tier Powers Video, Security, and Robotics
Reference architecture: one fast-inference tier feeds video search, SOC triage, and real-time robotics voice from owned or dedicated hardware.
Deployment blueprints
Each blueprint documents a complete reference architecture — the buyer’s constraint, the model bench, the deployment pattern, and what it unlocks. Blueprints are representative reference architectures, anonymized and generalized from the deployment patterns we design — not client testimonials.
Reference architecture: one fast-inference tier feeds video search, SOC triage, and real-time robotics voice from owned or dedicated hardware.
Reference architecture: OpenClaw 2.0 on every engineer's workstation with local GGUF models, per-operation permissions, sandboxing, and a shared FP8 node.
Reference architecture: a Hermes Agent fleet behind a self-hosted gateway, routing region-pinned Claude/GPT and in-house GLM-5.3-Flash for client data.
Reference architecture: Grok Bot handles low-sensitivity work while a self-hosted Hermes fleet on GLM-5.3-Flash runs anything touching client data.
Reference architecture: an Omniverse digital twin plus multimodal document and video agents, self-hosted on owned GPUs under NVIDIA AI Enterprise.
Reference architecture for lifecycle agents: stage detection, per-stage plays, a research sub-agent that never writes without a source, onboarding and renewal managers, and the handoff from the BDR team — rebuilt on infrastructure you own.
Reference architecture: a mid-size contractor deploys on-premise AI agents for RFQ pre-qualification, proposals and deal underwriting over a second brain of project records — and becomes a software-enabled company.
Reference architecture for an autonomous business-development agent team: research, qualification, multi-touch outreach, reply handling, calendar booking and CRM hygiene — with two human gates, rebuilt to run on infrastructure you own.
Reference architecture: a manufacturer turns decades of CAD notes and failure analyses into an air-gapped internal AI expert — zero egress, ITAR-clean.
Reference architecture: a credit union deploys a pinned, self-hosted GLM-5.2 copilot with a full model-risk file — E-23-ready before May 1, 2027.
Reference architecture: a regional clinic network deploys Qwen3-VL and a tuned scribe model on owned hardware — ambient documentation with no PHI egress.
Reference architecture: a 120-lawyer firm deploys GLM-5.2 on owned hardware for discovery triage and precedent-aware drafting — zero privileged egress.
Two weeks, fixed fee. We map your data obligations and workloads, size the hardware, and hand you a written architecture with a real cost model — whether or not you build with us.