giip
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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

LLM APIコスト

LLM APIコストを削減する7つの方法

LLM API vs GPU

LLM APIと自社GPUはどちらが安い?

GPU 損益分岐点

LLM APIから自社GPUへ移行する損益分岐点

オンプレミスLLM

オンプレミスLLMの費用はいくら?

NVIDIA B200

NVIDIA B200導入コストの考え方

B200 必要枚数

LLM運用にB200は何枚必要?

GPU 購入 vs レンタル

GPUは購入とレンタルのどちらが安い?

LLM TCO

LLMのTCOとは?

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?

SQL Server to AWS

How to migrate SQL Server to AWS, and what to check first

Oracle to AWS

How to migrate Oracle to AWS, and how to choose the target

TiDB to Aurora MySQL

Compatibility and pitfalls when migrating from TiDB to Aurora MySQL

Database migration cost

What actually determines the cost of a database migration

Migration checklist

Large-scale database migration checklist — what to settle before you start

No DevOps engineer

Keeping production running with no DevOps engineer on staff

Server operations automation

How to automate server operations that are still done by hand

AI database operations

Keeping database operations safe with no dedicated DBA

AI incident response

Getting paged at 2 a.m. — what AI can actually change about incident response

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