Why DevOps and infrastructure outsourcing gets expensive, and how AI changes the cost structure
"Development company outsourcing cost" and "engineer outsourcing is expensive" both trace back to the same thing: a per-person-month pricing model that stacks operations cost on top. Here is how GIIP FDE Ops' AI-driven model builds cost differently.
Outsourcing feels expensive not because outsourcing itself is the problem, but because most of it prices in units of "how many people, for how many months." GIIP FDE Ops changes that stacking structure by having AI agents carry most of the execution.
Quotes keep growing in person-months
Every added requirement stacks more headcount and duration onto the estimate, and the total grows past what you first expected.
Unclear whether you are paying for hours or for outcomes
On-site staffing or quasi-delegation contracts tend to bill for hours worked rather than results delivered.
You cannot see in advance when extra costs kick in
Spec changes, incident response, and night work each trigger added fees, making the total hard to predict.
Traditional outsourcing is a "supply people" business model
A dev shop or staffing firm earns in proportion to headcount and hours worked, so pricing naturally stacks up as a per-person-month total.
24/7 coverage always carries headcount cost
Guaranteeing night and weekend monitoring and incident response with people means shift-based labor cost lands directly on the bill.
AI-driven automation has not spread through the outsourcing industry yet
Most outsourcing partners still assume manual coverage rather than automating monitoring, first response, and deployment.
AI agents automatically handle most continuous monitoring, first response, and deployment — shifting cost from hours worked to a system that runs.
A flat, clear monthly cost
FDE Box, including dedicated hardware and full operations, is a flat ¥500,000/month (excl. tax).
24/7 coverage does not stack extra labor cost
AI agents own continuous monitoring and routine first response, so night and weekend coverage does not add to the bill.
A human FDE owns only the high-risk calls
Irreversible actions — deleting data, changing a production schema — always require sign-off from a human Forward Deployed Engineer.
When GIIP FDE Ops is worth considering
- Your outsourcing quotes keep growing on a person-month basis
- Every night or weekend response adds an extra charge
- You want cost to become predictable as a flat monthly fee
- You would rather pay for delivered outcomes than for DevOps/SRE expertise itself
- You are not convinced by your current outsourcing partner's cost structure
How traditional outsourcing and GIIP FDE Ops build cost differently
Traditional dev-shop or staffing outsourcing runs on a "person-month" model, where cost stacks in proportion to headcount and hours worked — and every spec change or added task grows the estimate further.
GIIP FDE Ops has AI agents own continuous monitoring, first response, and deployment execution, shifting cost from hours worked to the system itself. A human FDE owns only the high-risk calls, keeping quality intact while making cost more predictable.
How they compare
- How price is built: traditional outsourcing stacks per-person-month rates; GIIP FDE Ops is a flat monthly fee (FDE Box: ¥500,000/month)
- 24/7 coverage cost: traditional outsourcing adds labor cost for night/weekend coverage; GIIP FDE Ops has AI own continuous monitoring, so added cost rarely appears
- Predictability of extra costs: traditional outsourcing estimates shift with every spec change; GIIP FDE Ops covers ongoing work within the monthly fee
When you genuinely need dedicated DevOps/SRE expertise itself, a traditional named-outsourcing arrangement can still be the right fit. GIIP FDE Ops fits companies that want to pay for delivered outcomes rather than hours worked.
FDE Box, including dedicated hardware and full operations, is a flat ¥500,000/month (excl. tax).
See pricing and what is includedFrequently asked questions
How is this different from the DevOps/SRE outsourcing page?
That page addresses the functional gap of having no one with DevOps/SRE expertise. This page addresses the cost-structure problem of outsourcing quotes that keep growing in person-months, compared against an AI-driven execution model.
Can we switch from our current outsourcing contract to GIIP FDE Ops?
Yes. We start by reviewing your current outsourcing scope and cost structure, then look at which parts GIIP FDE Ops can take over first.
What if we genuinely need DevOps/SRE expertise itself?
If the goal is CI/CD build-out or SLO operations as specialized expertise, see the DevOps/SRE outsourcing page as well — GIIP FDE Ops covers both angles.
Are there pricing options besides FDE Box?
We start by hearing your current outsourcing scope, cost, and pain points, then propose a fit.
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Request a free consultShow us your current outsourcing cost breakdown
We will work out together what is labor cost and what a system can take over.