SMKarier
Cloud Strategy 2026

Hybrid Cloud Architecture: GCP untuk Bisnis AI | AWS untuk Development Tools | VPS untuk Production

Dokumen: Strategi Cloud Computing 2026 v2.0
Tanggal Cetak:
Versi: 2.0.0 (Final)
Total Halaman: 18 halaman
Status: Dokumen Arsip Resmi
Disiapkan oleh: Tim SMKarier
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🚀 Cloud Strategy 2026 v2

SMKarier
Cloud Strategy

Hybrid Cloud: GCP untuk Bisnis AI | AWS untuk Development Tools | VPS untuk Production

Current Credits
$5,700+
Scale Target 2027
$200K+
Beta Launch
Feb 2026
📊 Overview

Total Cloud Resources

GOOGLE CLOUD
$2,000
Start Tier
✓ 2 Tahun (Jan 2028)
AWS ACTIVATE
$1,000
Founders Tier
✓ 2 Tahun
BONUS CREDITS
$2,700+
Workspace + GenAI + MongoDB
✓ Aktif
Resource Value Validity Purpose
GCP Credits $2,000 Jan 2028 🎯 AI Bisnis (Vertex AI, BigQuery)
Skills Boost $200 - 📚 Learning
GenAI Trial ~$1,070 Dec 2026 🤖 AI Experiments
Workspace Business+ ~$950 12 bulan FREE 📧 Email & Collaboration
AWS Credits $1,000 2 tahun 💻 Development Tools (Bedrock, SES)
MongoDB Atlas $500 Perlu Claim 📊 Analytics Database

💰 Total Current: ~$5,700+ USD | 🎯 Scale Target 2027: $200K+ (dengan funding)

🖥️ Infrastructure

Infrastruktur Server

VPS CORE = Production (Reliable) | Node-BKK = Staging Only (Tidak Pasti)

🏠
VPS CORE (Hostinger)
✓ PRODUCTION — RELIABLE
4
vCPU
16 GB
RAM
  • Laravel Backend & Next.js Frontend
  • PostgreSQL + Redis Production
  • Nginx + SSL (Cloudflare)
  • Public Gateway — Always ON 24/7
✓ RELIABLE — Server ini pasti tersedia, bayar bulanan
⚙️
NODE-BKK (Unsika)
⚠️ STAGING ONLY — TIDAK PASTI
16
vCPU
32 GB
RAM
  • GitLab Runner (CI/CD)
  • Staging Apps & Testing
  • Build & Heavy Workload
  • DB Staging (refresh dari production)
⚠️ TIDAK PASTI — Availability tergantung kampus

⚠️ Keputusan Penting

Node-BKK HANYA untuk staging & CI/CD. Jangan pernah taruh production di sana! Jika Node-BKK tidak tersedia, CI/CD bisa dipindah ke GCP Cloud Build atau GitHub Actions.

☁️ Strategy

Hybrid Cloud Strategy

GCP = AI untuk Bisnis | AWS = AI untuk Development | VPS = Production Foundation

VPS CORE
"Rumah Utama"
  • 🏠 Production Runtime
  • 🗄️ PostgreSQL + Redis
  • 🌐 Public Gateway
  • 📁 File Storage (CV)
BIAYA: Rp 300K/bulan (sudah bayar)
Google Cloud
"AI untuk Bisnis"
  • 🤖 Vertex AI (Career Copilot)
  • 🚀 Cloud Run (burst traffic)
  • 📊 BigQuery (analytics)
  • 🎯 Job Matching & Skill Gap
UNTUK: Fitur AI user-facing
AWS
"AI untuk Developer"
  • 🧠 Bedrock (Nova/Titan)
  • 💻 Coding Assistant Tools
  • 📧 SES (email murah)
  • 💾 S3 (backup & DR)
UNTUK: Development & DevOps

🎯 Prinsip Pemisahan AI Credits

GCP Vertex AI → Fitur AI yang dipakai USER (kandidat, employer, BKK)
AWS Bedrock → Tools AI yang dipakai DEVELOPER (coding assistant, content generation, code review)

🤖 AI Strategy

Pembagian Fungsi AI

Maksimalkan credits dengan pemisahan yang jelas: Bisnis vs Development

GCP — AI untuk Bisnis

User-Facing Features
  • Vertex AI Gemini — Career Copilot untuk kandidat
  • Job Matching AI — Rekomendasi lowongan otomatis
  • Skill Gap Analysis — Analisis keahlian & saran
  • Interview Simulator — Latihan wawancara AI
  • BigQuery ML — Analytics & demand prediction
Budget Allocation
$1,500 / $2,000
75% untuk AI bisnis operasional
aws

AWS — AI untuk Developer

Internal Development Tools
  • Amazon Bedrock — Nova/Titan untuk coding assist
  • Code Generation — Bantu development cepat
  • Content Writing — Email, docs, marketing copy
  • Code Review AI — Review & suggestions
  • SES + S3 — Email transaksional & backup
Budget Allocation
$700 / $1,000
70% untuk dev tools & AI coding

✅ AWS Bedrock untuk Development Tools

Gunakan Amazon Nova atau Amazon Titan via Bedrock untuk coding assistant — fully covered oleh AWS credits! Ini memaksimalkan penggunaan credits yang tadinya hanya untuk backup.

☁️ GCP Budget

Alokasi GCP $2,000

Fokus: AI untuk fitur bisnis yang dipakai user

40%
20%
15%
15%
10%
Vertex AI ($800)
Cloud Run ($400)
BigQuery ($300)
Storage ($300)
Buffer ($200)
Service Purpose Est/Bulan Priority
Vertex AI (Gemini) Career Copilot, Job Matching, Skill Gap Analysis $100-150 🔴 Critical
Cloud Run Burst traffic saat job fair, mass hiring $30-50 🟡 High
BigQuery Analytics rekrutmen, demand skills prediction $20-30 🟡 Medium
Cloud Storage Backup CV, sertifikat, static assets $10-20 🟢 Low

📊 Proyeksi: $2,000 cukup untuk 10-14 bulan operasional AI bisnis

🟠 AWS Budget

Alokasi AWS $1,000

Fokus: AI untuk development tools + backup infrastructure

40%
25%
20%
15%
Bedrock AI ($400)
S3 Backup ($250)
SES Email ($200)
Buffer ($150)
Service Purpose Est/Bulan Priority
Bedrock (Nova/Titan) Coding assistant, code review, content generation $40-60 🔴 Critical
S3 Backup database, disaster recovery, cold storage $15-25 🟡 High
SES Email transaksional (sangat murah!) $5-15 🔴 Critical
CloudFront CDN untuk static assets (optional) $5-10 🟢 Low

✅ Development AI dengan AWS Credits!

Credits AWS sekarang maksimal digunakan untuk Amazon Nova atau Amazon Titan via Bedrock — bukan hanya backup. Ini membantu tim developer dengan coding assistant tanpa biaya tambahan.

🚀 GCP Scale Tier

Upgrade ke GCP Scale Tier

Target: $100,000 - $350,000 credits (untuk AI Startups)

GOOGLE FOR STARTUPS — SCALE TIER
$100K - $350K
Year 1: 100% up to $100K | Year 2: 20% up to $100K
AI-First Startups: Up to $350K total
Current
START $2K
→
Target 2027
SCALE $100K+

✓ Yang Sudah Punya

  • PT terdaftar (< 10 tahun)
  • Website dengan product info jelas
  • Start tier credits (< $5K lifetime)
  • GCP usage track record

⏳ Requirements untuk Scale

  • Equity funding — Pre-seed to Series A
  • Funding dari institutional investor (VC/Accelerator)
  • Traction metrics (users, revenue)
  • GCP usage yang solid (consume 70%+ credits)

⚠️ Yang TIDAK Qualify untuk Scale Tier

Private equity, government grants, prize funding, crowdfunding, angel investor individual, friends & family funding — TIDAK qualify untuk Scale. Harus dari institutional investor (VC/Accelerator).

🟠 AWS Portfolio Tier

Upgrade ke AWS Portfolio

Target: $25,000 - $100,000 credits dengan Accelerator/VC

AWS ACTIVATE — PORTFOLIO TIER
$25K - $100K
Requires: Activate Provider (VC/Accelerator) Org ID
+ Business Support credits up to $10K
Current
FOUNDERS $1K
→
Target 2027
PORTFOLIO $100K

✓ Yang Sudah Punya

  • PT terdaftar (< 10 tahun)
  • Functioning company website
  • AWS Account aktif
  • Pre-Series B status

⏳ Requirements untuk Portfolio

  • Activate Provider — VC/Accelerator yang partner AWS
  • Organization ID dari provider tersebut
  • Funding dalam 12 bulan terakhir (jika ada)
  • Belum pernah dapat Portfolio credits sebelumnya

🔑 Kunci: Organization ID dari Accelerator/VC

Join accelerator yang jadi AWS Activate Provider (Y Combinator, Techstars, dll) atau dapat funding dari VC yang partner AWS. Minta Org ID mereka → otomatis qualify untuk $25K-$100K!

📅 Scale Upgrade Plan

Timeline Upgrade Credits

Roadmap dari $3K ke $200K+ dalam 18 bulan

GCP Start
$2,000
✓ Approved
+
AWS Founders
$1,000
✓ Approved
=
Total Saat Ini
$3,000
Jan 2026
1
Feb - Aug 2026
Build Traction
  • Launch Beta (Feb 2026)
  • Onboard 20+ BKK + 50 companies
  • Consume 70%+ credits
  • Generate early revenue
🎯 Target: Product-Market Fit
2
Q3 - Q4 2026
Get Funding
  • Apply ke accelerator
  • Raise Pre-seed funding
  • Dapatkan Org ID dari VC
  • Build institutional backing
💰 Target: Institutional Investor
3
Q4 2026 - Q1 2027
Upgrade Credits
GCP Scale $100K+
AWS Portfolio $100K
🚀 NEW TOTAL: $200K+

🎯 Best Case dengan Funding

GCP Scale $100K + AWS Portfolio $100K = $200K
Untuk AI Startups: bisa sampai $350K+ total
Cukup untuk scale nasional 2-3 tahun!

⚠️ Tanpa Institutional Funding

GCP tetap di START $2K, AWS tetap FOUNDERS $1K
Harus sangat efisien dengan $3K yang ada
Fokus bootstrap dulu sampai dapat traction

👥 Team

Pembagian Tugas Tim

IN
Imam Najmudin
CEO / DevOps
"Penjaga Benteng"
  • Budget & Billing monitoring
  • IAM & Security setup
  • Infrastructure & backup
  • Fundraising & BD
Skills Boost: $30
AM
Alfian Maulana
CTO / Full-Stack
"Striker Utama"
  • GCP Vertex AI integration
  • Cloud Run deployment
  • BigQuery data pipeline
  • Laravel & Next.js core
Skills Boost: $100
JS
Jaka Supriyanto
CPO / Mobile & QA
"Quality Guardian"
  • Firebase & mobile app
  • AWS Bedrock dev tools
  • QA & user testing
  • UX research
Skills Boost: $70
📋 Action Items

Master To-Do List

MINGGU INI 17-24 Jan
Setup Budget Alerts GCP & AWSImam
Buat email Workspace timImam
Claim MongoDB Atlas $500Imam
Setup Firebase ProjectJaka
Test Vertex AI endpointAlfian
FEBRUARI Beta Launch
Career Copilot PoCAlfian
Mobile app beta releaseJaka
AWS SES + Bedrock setupImam
Onboard 5 BKK pilotImam
Q2 2026 Growth & Metrics
20+ BKK onboarded
50+ companies active
First revenue generated
Apply ke accelerator
Q3-Q4 2026 Scale Upgrade
Secure funding/accelerator
Get Org ID untuk AWS Portfolio
Apply GCP Scale tier
Apply AWS Portfolio tier
🔒 Budget Rules

Budget Protection Rules

🚨 Rules Wajib

❌ Jangan aktifkan service tanpa diskusi tim

❌ Jangan biarkan instance running idle

✓ Review billing setiap Senin (Imam)

✓ Cache AI responses yang bisa di-cache

⚠️ AWS Bedrock: gunakan Nova/Titan (fully covered)

📊 Alert Thresholds

GCP ($2,000)
🟢$100Info only
🟡$500Review usage
🟠$1,000Team meeting
🔴$1,500Stop non-essential
AWS ($1,000)
🟢$100Info only
🟡$300Review usage
🔴$700Stop non-essential
📈 Projection

Proyeksi 12 Bulan

📊 Proyeksi Penggunaan Credits Year 1

$200
$100
Bulan 1-3
Setup & MVP
$400
$200
Bulan 4-6
Beta & Traction
$600
$250
Bulan 7-9
Growth
$500
$200
Bulan 10-12
Scale Prep
GCP Credits
AWS Credits
☁️

GCP Credits

Google Cloud Platform
Total
$2,000
Proyeksi Pakai
$1,700
Buffer
$300
🔶

AWS Credits

Amazon Web Services
Total
$1,000
Proyeksi Pakai
$750
Buffer
$250
💡

Dengan AWS untuk Dev Tools, utilisasi credits lebih maksimal!

Total Buffer: $550 untuk contingency & scaling

📌 Reference

Quick Reference Card

🔵 IMAM (CEO/DevOps)

"Butuh akses, billing, atau security?"

  • • Budget monitoring
  • • IAM & access control
  • • Backup & DR
  • • Infrastructure setup

🟢 ALFIAN (CTO/Full-Stack)

"Butuh AI bisnis atau backend?"

  • • GCP Vertex AI
  • • Cloud Run deploy
  • • BigQuery pipeline
  • • Laravel & Next.js

🟡 JAKA (CPO/Mobile & QA)

"Butuh mobile, testing, atau dev AI?"

  • • Firebase & Flutter
  • • AWS Bedrock dev tools
  • • QA & testing
  • • UX research

🎯 Platform Assignment

🏠
VPS CORE
Production
Database
Public Gateway
☁️
GCP
AI Bisnis
Analytics
Burst Traffic
🟠
AWS
AI Dev Tools
Email (SES)
Backup (S3)
× ×
🎯 Summary

Kesimpulan

🏠
VPS = Production
🤖
GCP = AI Bisnis
💻
AWS = AI Dev
🚀
Scale = $200K+

📅 Key Milestones

🎯 Beta Launch
Februari 2026
💰 Get Funding
Q3-Q4 2026
🚀 Scale Credits
Q4 2026 - Q1 2027

Current: $5,700 → Target dengan Funding: $200,000+

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