M
MOGG
AI//SYSTEMS
// SERVICES_MANIFEST

Every layer of the stack.
Shipped by us.

We don't hand off infrastructure and leave you to integrate. One team owns the full path from silicon to inference.

// 01 // STACK_A

AI Business Assistance

Agents that do real work.

NODE_01

Custom AI Agents

Task-specific agents for sales, support, research, ops. Built on your stack, guarded by your policies.

NODE_02

RAG + Knowledge Systems

Private vector DBs on your docs. Accurate retrieval. Citations. No hallucinated filler.

NODE_03

Workflow Automation

End-to-end automation of back-office flows — invoicing, onboarding, compliance checks.

NODE_04

Evals & Fine-tuning

Measure before you ship. Fine-tune open weights when prompting isn't enough.

// 02 // STACK_B

Environment Installations

The infrastructure AI runs on.

NODE_01

GPU Cluster Provisioning

H100, A100, RTX deployments. Racked, cooled, networked, benchmarked.

NODE_02

Private / Hybrid Cloud

AWS, GCP, Azure, or on-prem. Terraform-first. Reproducible from day zero.

NODE_03

Private Networking

VPN meshes, service networking, zero-trust access to model endpoints.

NODE_04

Security & Compliance

SOC2-aligned configurations. Audit logging. Secrets management.

NODE_05

Data Infrastructure

Vector + relational + object storage. Pipelines that don't break.

NODE_06

Observability

Traces, metrics, cost dashboards. Know what your AI is doing and what it costs.

// ENGAGEMENT_MODEL

How we engage.

2–4 weeks
Sprint

Scoped proof-of-concept. Audit, architect, ship a working slice. You decide if we continue.

1–3 months
Build

Full production deployment. Environment installation, agent rollout, observability, handoff.

Retainer
Operate

Managed operations. Tuning, monitoring, evolving the stack as your needs change.

Spec your deployment with us.

Open_channel