Solutions by concern

Which problem brought you here?

Every team arrives with a different pain — a risky first hire, endless firefighting, a runaway cloud bill. Pick yours. Each path shows how GIIP’s AI multi-agent engineering & operations team, specialized infrastructure, and expert consulting solve it.

For startups hiring their first engineers

One wrong senior hire costs more than an entire AI engineering team.

For teams drowning in on-call

Stop firefighting production. Let an AI operations team hold the pager.

For teams watching the cloud bill climb

Right-sizing trims the surface. We cut the work that built the bill.

For teams drowning in vendor management

You outsourced the work. You did not outsource the managing.

The enterprise AI operations platform

AI can write the code. GIIP FDE Ops runs it in production.

The on-prem AI operations appliance

FDE Box: run AI operations inside your own perimeter.

Coding agent vs AI development team

Handing coding to an AI and running an AI development team are not the same problem.

AI infrastructure operations

Your infrastructure, provisioned and operated by AI — as code, under governance.

AI production operations

Production that operates itself — monitoring, scaling and incidents, run by AI.

AI database performance tuning

The slow query is never just a slow query. GIIP finds the root cause.

AI operations security & governance

AI executes. You stay in control — approval, audit and rollback on every action.

Sovereign AI operations

Operate with AI without your data ever leaving its jurisdiction.