From development to production operations,hand it to an AI Engineering Team.
GIIP is an AI FDE that continuously runs development, cloud, database, deployment, monitoring, incident response, and performance optimization.
GIIP is an AI FDE / Autonomous AI Engineering Platform that continuously runs everything from software development to cloud, database, deployment, monitoring, incident response, and performance optimization.
SES sales partner? Submit your proposal hereWhich problem brought you here?
Thinking about hiring a developer
See how we solve itConcernDrowning in production firefighting
See how we solve itConcernI built an app with AI and want to turn it into a service
See what launching it takesConcernWant to build an AI operations business without building the tech
See the partner programConcernIt’s not the AI. It’s the Harness.
See the GIIP FDE HarnessConcernNeed it to run inside your own perimeter? See FDE Box pricing and benefits
See FDE Box pricingWhich best describes you?
Can't hire engineers
Run development, infrastructure, database, and operations without adding headcount
For business owners & IT leaders →
Work once split across multiple specialists, now under one GIIP.
Check how much you can hand offLooking for the next AI infrastructure company
The Production Engineering Layer that comes after the Coding Agent
Investor / VC →
Coding is becoming autonomous. → Production engineering still requires multiple specialists. → GIIP connects them.
Development + Infrastructure + Database + Operations + Optimization → "Autonomous AI Engineering Infrastructure"
I want to hand my own work to AI
From development to incident response, database, infrastructure, and tuning
Engineering Leader →
What do you spend your time on every day?
Incident response
- 24/7 monitoring and first response
- Detection, triage, and recovery via approved runbooks
- Every incident feeds structured post-incident learning
- High-risk decisions stay with human experts
Infrastructure
- Provisioning and deployment as Infrastructure as Code
- Kubernetes, load balancing, and CDN operated continuously
- AWS, Azure, and GCP under one operating model
- Every change is versioned and auditable
Database
- Continuous monitoring of Aurora MySQL, RDS for SQL Server, and PostgreSQL
- Threshold-breach and anomaly detection with first response
- Data deletion and schema changes stay a human decision
- Every action is logged and traceable
Deployment
- Domain, cloud, environment separation, and deployment handled end to end
- Authentication, permissions, backups, and payments set up for launch
- Safe release process with staging separated from production
- Uptime monitoring, incident alerts, and ongoing improvement after launch
Performance tuning
- Root-cause analysis via execution plans, slow-query logs, and metrics
- Indexing and query fixes based on real access patterns
- Continuous monitoring for plan and data-volume drift
- High-risk changes like schema edits are reviewed by humans
AI coding
- Works with the coding agents you already use — Claude Code, Cursor, Codex, and more
- Orchestrates planning, design, build, review, deploy, and operations as one team
- Selects the right LLM per task
- High-risk actions stay approved, audited, and reversible
Our Customers
Leading Japanese enterprises rely on GIIP FDE Ops for daily infrastructure operations.
One team, from infrastructure to production
No separate hires, no split across multiple vendors — GIIP FDE Ops runs every area below as one team.
AI that operates, not just advises
GIIP’s multi-agent system executes real operational work across infrastructure and production, not just chat responses.
Infrastructure under control
From provisioning to Kubernetes and multi-cloud, infrastructure is automated as code and operated continuously.
Production that stays healthy
Monitoring, alerting, scaling, tuning and incident response run around the clock, not only during business hours.
Enterprise-grade by default
Governance, security and auditability are built in, so operations meet the standards CTOs and CIOs require.
How a single request becomes Production
See how far GIIP executes — from one example request to a real, operated service.
"Build a new portal for our Korean and Japanese customers. Keep personal data in the Korea region and send incident alerts to Slack."
- 1Requirements analysis
- 2UI & API development
- 3Commit to GitHub
- 4Dev/Stg/Prod provisioning
- 5DB · WAF · CDN setup
- 6Testing
- 7Approval
- 8Production deployment
- 9Monitoring & incident response
- 10Performance & cost optimization
Where a general AI stops at producing an artifact, GIIP keeps executing until that artifact runs as a real, operated service.
AI executes, but control stays with your company
Every action is recorded with its policy, approval, execution log and rollback information.
AI runs automatically
- State collection
- Analysis
- Testing
- Approved runbook execution
- Monitoring
- Documentation & reporting
Requires prior approval
- Production deployment
- Data deletion
- Permission & firewall changes
- Cost limit overrun
- Irreversible changes
Handled by human experts
- New incident judgment
- Architecture decisions
- High-risk change review
- Priority & business judgment
- Emergency escalation
Each action is kept in an auditable form together with its policy, approval, execution record and rollback information.
Already running in production
Not designed scenarios — live systems GIIP FDE Ops actually builds, deploys, and operates, from our own services to Japanese enterprise customers.
This site is the proof
The GIIP website you are viewing — and the production services behind it — are planned, built, deployed, and operated by GIIP FDE Ops. AI agents execute on real infrastructure while human experts review and approve, instead of handing off tickets. GIIP’s own Azure infrastructure is also managed by GIIP FDE Ops, with automatic cost optimization.
Major Japanese beauty & cosmetics company
A beauty & cosmetics company with roughly ¥180 billion in annual revenue; GIIP FDE Ops continuously handles performance monitoring, analysis, and tuning recommendations across hundreds of servers.
Major Japanese HR & staffing group
GIIP FDE Ops is contracted to run the infrastructure operations of selected services under a major Japanese HR & staffing group.
Japanese IT & identity solutions company
For a project at an identity-solutions company under a Japanese IT group, GIIP FDE Ops is contracted for feature development and operations development.
Wholesale-to-retail B2B commerce platform
GIIP FDE Ops runs the main operations development of a B2B platform where wholesalers supply products to retailers.
“We no longer need a single developer or engineer on our side.”
Additional enterprise environments are in operation; customer details are shown anonymously in line with contractual and security policies.
Get Started
Check right now if this fits your operations
Tell us your current development or operations problem — we'll show what GIIP FDE Ops can take off your plate within 30 minutes.