Practice
Applied AI that survives production.
AIService
Custom Model Hosting
On-prem or VPC-isolated inference with autoscaling, quantization, and request observability.
Best for
Teams shipping ai work
Engagement model
Fixed-price, embedded
What do you get with Custom Model Hosting?
DeliverablesA working production deployment
Shipped to your environment with the same review, CI, and observability standards as your engineering team's own work.
A measurable acceptance bar
Every engagement starts with a written success criterion. Custom Model Hosting ends when that bar is hit — not when the calendar says we're out of time.
Documentation you'll actually use
Architecture notes, runbooks, and onboarding guides land in your repo so the work survives the handoff and doesn't become tribal knowledge.
30 days of follow-up support
After shipping, we stay on Slack / email for 30 days to triage anything that surfaces in production at no extra cost.
How does Ideomatics deliver Custom Model Hosting?
4-step engagement- 01
Discovery call
A 45-minute call to understand the system, the goals, and the constraints around custom model hosting.
- 02
Written proposal
Fixed-price scope and timeline, sent within one working day, locking the cost before any code is written.
- 03
Embedded delivery
Daily PRs against your repo, weekly demos against your stakeholders, and visible progress against the acceptance bar.
- 04
Handoff & guarantee
Final demo, handoff doc in your repo, and 30 days of follow-up support included in the engagement price.
Frequently asked questions about Custom Model Hosting
4 questionsWhat does Custom Model Hosting include at Ideomatics?
On-prem or VPC-isolated inference with autoscaling, quantization, and request observability. Every AI feature ships with a reference dataset, eval harness, and a measured baseline before it sees production traffic.
How long does a typical Custom Model Hosting engagement take?
Most custom model hosting engagements run 3 to 10 weeks depending on dataset readiness, depending on scope and the state of your existing codebase. You'll receive a fixed-price written proposal within one working day of the first call so the timeline is locked before anyone commits.
Who on the Ideomatics team handles Custom Model Hosting?
A senior practitioner from our AI group leads the work, paired with an embedded mid-level engineer. No offshore relay teams, no junior-only execution, and the same two people stay on the engagement from kickoff through handoff.
How does Custom Model Hosting fit into our existing tools and process?
We adapt to your repo layout, CI pipeline, branching convention, and review process — not the other way around. Expect PR-based delivery, your linters and formatters, and integration with whatever issue tracker, deploy tool, and observability stack you already use.
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Ready to ship custom model hosting?
Tell us the problem, the deadline, and the budget. We'll come back with a scoped, fixed-price proposal within one working day.