Private Model Hosting
Two honest modes: we build private AI and hand it off—yours to run—or we host workloads in Canada when you need data residency.
Actvite is not a managed-ops provider. We do not run your stack day-to-day after delivery. For builds, we design and ship systems (including vLLM-class inference patterns when that is the engagement) with documentation and clear ownership transfer. For hosting, we offer Canadian infrastructure for CLAW agents and customized bots when keeping data in Canada is the requirement—every Claw we host has a DID. Observability such as a Prometheus-based setup is available when it is in scope; you operate it unless we explicitly agree otherwise in writing.
How engagements work
Build and hand off
Private AI and inference stacks delivered to your environment. You own it after handoff—we do not stay on as your operator.
- Capacity planning, guardrails, and runbooks written for your team to run.
- Optional in-scope work: monitoring design (for example Prometheus) so you can observe what you ship.
- Best when you want a private system on your hardware or VPC and full ownership after delivery.
Canadian residency hosting
Hosting for teams that need Canadian data residency—for CLAW deployments and customized bots. This is hosting tenancy, not “we run your whole IT.”
- Every Claw we host uses a DID.
- Scoped to what we agree: platform and boundaries, not open-ended 24/7 management claims.
- Best when residency matters and the workload fits what we host (Claws, customized bots).
On-prem, VPC, or hybrid builds
Same handoff model: we implement on your hardware, in your VPC, or across a split architecture you define—then transfer ownership and documentation.
- Identity, network, and observability integration aligned to your controls.
- Edge and routing patterns (for example Cloudflare) when they match your design—not a default upsell.
- Clear written split: what you operate vs. what was delivered in the engagement.
What we deliver
- vLLM-class serving patterns, tuning, and batching choices—documented for whoever runs the stack (usually you).
- Capacity planning and right-sizing grounded in traffic and constraints you provide.
- Guardrails in code and config: rate limits, logging, and runbooks—not vague promises of perpetual management.
- Integration support during the engagement; ownership transfers at handoff.
- Optional: observability scaffolding (e.g. Prometheus) when scoped—you run alerts and incidents unless we contract something different explicitly.
Why This Matters for Security Review
Many private AI offerings are either toy demos or cloud-only defaults. We design for auditability from day one so architecture, controls, and operational responsibilities are inspectable.
Scope a build, handoff, or Canadian hosting
Tell us whether you need a private system delivered to your environment, or Canadian residency hosting for a Claw or customized bot—we will be explicit about what we do and do not operate.