Tensor9 Enterprise Chassis
Run It Where You Want. Not Where They Built It.
The best vendor software, especially the wave of AI tools your teams are adopting, is built for one cloud in one region. You need it in your cloud, your sovereign jurisdiction, your VPC, or your own data center. Tensor9 gets you there in weeks, not quarters.
The Gap Between What Vendors Build and Where You Need It
The vendor software you want to buy is built for one cloud in one region. AI platforms, LLM infrastructure, and the tools your teams are evaluating right now are no different. Getting them into your environment, with your tools, under your policies requires re-architecture that vendors won’t do and your team can’t justify.
You Need It In Your Environment
Security policy, compliance mandates, or customer contracts require vendor software to run inside your VPC, your data center, or an air-gapped network. Most vendors don’t offer self-hosted deployment, and the ones that do ship a degraded, hard-to-maintain version.
Vendors Choose Your Cloud For You
Each vendor builds on their preferred hyperscaler. Their cloud choice becomes yours. The current wave of AI vendors is accelerating this pattern: dozens of new tools, all built on AWS or GCP, all concentrating your spend and exposure on a single provider.
Sovereign & Regional Requirements
GDPR, DORA, the EU AI Act, and local banking regulations require infrastructure in-jurisdiction. But the vendor software you need, including AI platforms processing sensitive data, is built for US hyperscalers. EU sovereign, APAC, and on-prem support is an afterthought, if it exists at all.
The Integration Tax Multiplies
Each vendor needs its own integration with your enterprise tools: CrowdStrike, Splunk, Tailscale, Vault. As your AI tool count grows, multiply by vendors, by tools, by jurisdictions. The result is O(n × m) integration work that grows quadratically.
Bring Vendor Software Into Your Environment
Tensor9 enables your vendors to deliver their software into your cloud, your region, and your data center in weeks instead of quarters. You control the infrastructure around it: permissions, network, encryption, monitoring, and your enterprise tools. This applies to your entire vendor portfolio, from established enterprise software to the AI tools you’re evaluating today.
Deploy To Your Cloud, Not Theirs
Vendor built for AWS but you run GCP? AI platform only available on one hyperscaler? Need it on Azure, on-prem, or in an air-gapped network? Tensor9 enables your vendor to deliver their software into your target environment in weeks, not quarters.
Bring Your Own Everything
Override vendor infrastructure decisions at the chassis level. Swap vendor PostgreSQL for your Aurora, vendor certs for your CA, bundled Kafka for your Confluent cluster, or direct ingress for your Tailscale network. Your managed services, your policies, applied to every vendor app.
Policy Survives Every Upgrade
When a vendor releases v2.0, Tensor9 recompiles with your customizations intact. No re-hardening treadmill. No manual security review per release. Every customization persists automatically across upgrades, with a full diff before you approve deployment.
Universal Tool Integration
Plug your enterprise tools into the chassis once and they work with every vendor, in every environment. As your AI vendor count grows from two to twenty, the integration work stays flat. Reduce integration complexity from O(n × m) to O(n + m).
Sovereign & Regulatory Compliance
Deploy into EU sovereign, UK, APAC, or on-prem environments with data residency enforced by construction. Swap US KMS for sovereign HSM, US databases for in-jurisdiction managed services, and vendor certs for jurisdiction-specific CAs. No vendor negotiation required.
Full Audit Trail
Every recompilation, policy application, and infrastructure change is logged. Scoped permissions control who can approve deployments, access environments, and review changes. Exportable audit logs for compliance reviews across every vendor, every cloud, every jurisdiction.
How Tensor9 Works
Tensor9 is the chassis that vendor software runs on in your environment. Vendors ship the application. You choose the cloud. The chassis controls the infrastructure around it: permissions, network, encryption, monitoring, and your enterprise tools.
Frequently Asked Questions
Tensor9 is the enterprise chassis that vendor software runs on in your environment. The vendor ships the application. You choose the cloud, the region, and the infrastructure. Tensor9 handles the translation between what the vendor built and what your environment requires.
- Run vendor software in your VPC: Deploy vendor apps into your own cloud account or on-prem infrastructure, keeping sensitive data within your perimeter.
- Choose your own cloud: Vendor built for AWS but you run GCP or Azure? Tensor9 recompiles the infrastructure so you don’t have to wait for vendor support.
- Sovereign and regulatory compliance: Run vendor software in EU sovereign, APAC, or on-prem environments with data residency enforced at the infrastructure level. Meet GDPR, DORA, OCC, FFIEC, and FHFA requirements.
- Enterprise standardization: Apply your preferred managed services, security tools, and compliance policies uniformly across all vendor deployments.
Virtually any environment: your VPCs on AWS, Azure, or GCP, private data centers, air-gapped networks, and sovereign clouds, all with or without Kubernetes. The deployment experience remains consistent regardless of underlying infrastructure.
No. Tensor9 works with vendor infrastructure definitions as-is. The application code stays identical. Only the infrastructure layer is recompiled for your target environment.
For a new vendor onboarding to Tensor9, a typical engagement takes 1 week for discovery, 1–3 weeks for integrations, and 1–2 weeks for review and hardening. Once a vendor is onboarded, deploying into a new environment takes hours to days. Compare either path to the 6–12 month re-architecture cycle required without Tensor9.
Applications run entirely within your environment. Sensitive data never leaves your perimeter. Tensor9 receives only operational metadata: software versions, controller status, and resource capacity.
No. Tensor9 complements Kubernetes. It supports deployment to your managed Kubernetes clusters and handles the infrastructure layer around them: cloud services, networking, IAM, encryption, and enterprise tool integration.
No. Tensor9 works with standard Terraform and Kubernetes definitions. Your infrastructure-as-code goes in, and standard infrastructure-as-code comes out. Nothing proprietary is injected into the compiled output. You can inspect, audit, and run the result independently at any time.