We build the infrastructure your AI runs on.
NeuronShield is a specialist consultancy for production AI infrastructure. We sit at the intersection of MLOps, DevSecOps, and SRE — and we've spent 20+ years operating that intersection inside Tier-1 banking, Fortune 100 healthcare AI, and enterprise cybersecurity programs.
We're not a generalist consultancy that "also does AI." We're a focused team that builds GPU Kubernetes platforms, ships model-serving stacks, and instruments the kind of observability that lets you sleep at night.
Six principles we won't compromise on
We measure success by what survives in production at 3 AM, not what looks good in a demo. Every recommendation is grounded in real on-call experience.
We bring spreadsheets, dashboards, and line-item findings — not slide decks of platitudes. If we can't put a dollar or a metric on it, we don't claim it.
Every change we ship comes with a documented rollback. Every deployment has a canary. Every promotion is reversible in a single API call.
We pick proven tools over novel ones. Kubernetes, Terraform, Prometheus, Vault — chosen because they're uneventful, not because they're trendy.
Zero Trust, signed images, least-privilege IAM, audit trails. Not as add-ons, but as the baseline configuration on day one.
Every engagement ends with your team owning what we built. Documentation, runbooks, and pairing time are part of the deliverable, not an upsell.
Production experience across regulated industries
Specific client engagements are confidential by default. Industries we've operated in:
Tier-1 investment banks, retail brokerages, treasury and risk infrastructure, low-latency trading clusters.
Fortune 100 healthcare programs running real-time RAG inference, clinical decision support, regulated data pipelines.
University research programs, enterprise security operations, vulnerability management at fleet scale.
Series A–C startups bringing platform discipline to fast-moving teams without slowing them down.
Depth that's been audited
- · Master's degree in Cybersecurity
- · Hands-on experience with SOC 2 Type II, NIST 800-53, HiTrust, CIS Benchmark, OWASP audits
- · Production operation across AWS (EKS, ECR, IAM, SSM) and Azure (AKS, ACR, Azure DevOps, Defender for Containers)
- · Multi-cloud Kubernetes architecture with full DevSecOps lifecycle
- · Real-time / low-latency systems with Kafka, Aerospike, MQ at trading-cluster scale
Want to see if we're a fit?
Send a short summary of what you're working on. We'll come back with a candid read on whether we can help and what the engagement would look like.