Full-Stack AI Consulting
From bare-metal GPU clusters to production agent systems, we help enterprises design, build, and operate AI infrastructure across every layer of the stack.
What We Do
End-to-end capabilities across the AI stack
Infrastructure & Hardware
GPU cluster provisioning, bare-metal and cloud architecture (AWS, GCP, Azure), networking, storage, and high-availability design for AI workloads.
Model Serving & Optimization
vLLM deployment, model quantization, batching strategies, inference optimization, and multi-model orchestration across providers.
Agent Architecture & Tooling
Design and build agent systems with MCP integrations, custom tool pipelines, memory systems, and multi-agent orchestration tailored to your workflows.
Security & Compliance
RBAC, audit trails, data governance, SSO integration (EntraID, Okta), and compliance frameworks for regulated industries.
Platform & Application Development
Full-stack application development — from chat interfaces and admin dashboards to API layers and real-time event systems. Built production-ready from day one.
Strategy & Roadmap
AI readiness assessments, use-case prioritization, build-vs-buy analysis, and phased rollout planning aligned to your business goals.
How We Work
Flexible engagements that match where you are
Discovery & Assessment
We audit your current infrastructure, identify high-impact AI use cases, and deliver a prioritized roadmap with architecture recommendations.
- Infrastructure audit
- Use-case ranking
- Architecture blueprint
- Cost projections
Implementation
We build and deploy your AI stack end-to-end — infrastructure, model serving, agent systems, and applications — with your team embedded throughout.
- Production deployment
- Custom integrations
- Security hardening
- Team training
Ongoing Partnership
Retained support for optimization, new capability rollouts, model upgrades, and scaling as your AI adoption grows.
- Performance tuning
- New model onboarding
- Capacity planning
- Priority support
Why Aureum
What sets our consulting apart
We Build What We Sell
Aureum is a production AI platform we built from the ground up. Our consulting is backed by the same team that ships the product — not a separate advisory arm.
Full Stack, Single Team
From GPU provisioning to React components, you work with one team that owns the entire stack. No handoffs between infra, backend, and frontend vendors.
Multi-Model by Default
We design systems that work across providers — Claude, GPT, Gemini, open-source models, and your proprietary models — so you are never locked in.
Enterprise-Grade from Day One
Every engagement includes RBAC, audit logging, SSO integration, and compliance guardrails. Security is not a phase-two add-on.
Ready to build your AI stack?
Tell us where you are and where you want to go. We'll map the fastest path to production.
Start a ConversationReady to Talk to Your Data?
Schedule a demo to see how Aureum lets your team ask questions in plain language and get real answers — while your data stays secure in your environment.
For Investors
Interested in our seed round? We would love to share our vision for the future of enterprise AI security.
invest@aureumintelligence.com →