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Solving customer problems

What problem brought you here today?

You do not have to search for "GIIP" to arrive. Outsourcing development, adopting AI, choosing a dev company, finding a partner to run it — start from the problem you have now.

Do any of these sound like you?

  • ?I do not know how to choose a development company.
  • ?I have no IT staff and no in-house engineers.
  • ?I want to adopt AI but do not know where to start.
  • ?I am worried about operations after development.
  • ?I am looking for a company to handle maintenance too.

↓ Here is how GIIP FDE Box solves each of these, organized by topic.

Pick the topic you need

Choosing a dev company

Not sure how to choose a software development company?

Why outsourcing fails

Why outsourced software development really fails

Engineer shortage

How to keep developing and operating systems with no engineers on staff

No CTO

How to build software without a CTO

Adopting AI

What to check before you adopt AI

Why operations matter

Why operations matter more than development

Build to run

How to hand off everything from build to run

The FDE Box difference

Why FDE Box differs from a regular dev company

For business owners

How to start development and operations with AI — even without engineers on staff

For investors

For VCs, CVCs and investors seeking the next AI infrastructure company

For engineers

For engineers who want to delegate their work to AI

GPU Utilization

Why GPU Alone Is Not Enough

Managed AWS Operations

When you need a team to run AWS for you

Server Management Outsourcing

When you have no infrastructure staff in-house

Dev / Stg / Prod Setup

When you want to separate dev, staging and production properly

24/7 Monitoring

When you need someone watching your servers at night and on weekends

DevOps & SRE Outsourcing

You have developers, but no dedicated DevOps or SRE

SES engineer shortage

Five options when an SES firm has deals but not enough engineers

Quasi-delegation vs contract

SES (quasi-delegation / on-site) vs contract development — which fits which deal

SES × AI dev team

How an SES firm uses an AI development & operations team

SES margin improvement

Improving SES margins beyond the man-month limit

Escaping deep subcontracting

Escaping multi-tier subcontracting to move up the flow

From staffing to managed service

Shifting from man-month staffing to managed service (stock model)

IT talent shortage

IT talent shortage is a structural gap no single company can hire its way out of

Developer shortage

For companies whose feature development has stalled with no one left to write the code

Development resource shortage

For teams with engineers on staff whose hands still cannot keep up with the roadmap

Development outsourcing

For those looking for someone to build it for us

AI-Agent IT Operations

AI agents are moving from answering to executing — how far can IT operations be automated?

AI system operations

Coding is becoming autonomous. Who runs it in production?

Developer hiring vs AI

Hire an engineer, or hand it to an AI FDE? An honest comparison

DevOps outsourcing vs AI

Why DevOps and infrastructure outsourcing gets expensive, and how AI changes the cost structure

Gemini Model Comparison Guide

Gemini 3.1 Pro vs 3.5 Flash: Specs, Pricing & Architecture Guide

Verified Track Record