Lanskap teknologi yang rapi, aman, dan ekonomis dioperasikan.A technology landscape that's clean, secure, and economical to operate.
Banyak organisasi memiliki teknologi — tetapi sedikit yang memilikinya secara terkelola. Praktik teknologi Liceo Global menutup celah itu: kami merancang arsitektur, mengeksekusi migrasi, dan menjaga operasional dengan disiplin yang membuat investasi teknologi Anda dapat dijelaskan, diaudit, dan dioptimalkan secara berkelanjutan. Many organizations have technology — few truly manage it. Liceo Global's technology practice closes that gap: we design architectures, execute migrations, and operate environments with a discipline that makes your technology investment explainable, auditable, and continuously optimizable.
Ada pola — dan ada cara mengatasinya secara sistematis.There are patterns — and systematic ways to address them.
Biaya cloud lepas kendali pascamigrasiCloud costs spiral post-migration
Migrasi yang sukses sering kandas pada fase operasi. Tanpa FinOps yang disiplin, organisasi membayar 30–60% lebih dari yang seharusnya. Kami membangun model biaya yang dapat dijelaskan ke CFO dan kerangka kontrol konsumsi yang dipraktikkan harian.Successful migrations often unravel in operations. Without disciplined FinOps, organizations pay 30–60% more than necessary. We build cost models that satisfy the CFO and consumption-control frameworks practiced daily.
Eksposur siber tidak proporsional dengan kontrolCyber exposure outpaces controls
Pertumbuhan permukaan serangan lebih cepat dari kapasitas tim keamanan. Kami merancang program keamanan berlapis — bukan koleksi alat — dan mengoperasikan SOC 24/7 yang merespon insiden sebelum berkembang jadi krisis.Attack surface grows faster than security team capacity. We design layered security programs — not tool collections — and operate a 24/7 SOC that responds before incidents become crises.
Integrasi sistem yang rapuhBrittle systems integration
Antarsistem yang dirakit dengan tergesa-gesa berkembang menjadi spaghetti yang menghalangi perubahan. Kami menggunakan pola integrasi berbasis event dan API-first untuk memastikan setiap perubahan dapat dilakukan tanpa mengganggu kestabilan operasional.Hastily-built integrations evolve into spaghetti that blocks change. We use event-driven and API-first patterns to ensure changes can happen without disrupting operational stability.
Data ada — tetapi keputusan tetap berbasis intuisiData exists — but decisions remain intuition-based
Tanpa platform data yang terpercaya, organisasi tetap berjalan dengan asumsi. Kami membangun lakehouse, model semantik, dan jalur observability yang membuat data benar-benar digunakan, bukan hanya disimpan.Without a trusted data platform, organizations still run on assumptions. We build lakehouses, semantic models, and observability pipelines that turn data into used insight — not just stored bytes.
Empat kapabilitas utama — dapat dikombinasikan sesuai konteks.Four primary capabilities — combinable to fit your context.
Strategi & Operasi Multi-CloudMulti-Cloud Strategy & Operations
Kami merancang lanskap cloud yang menyatukan AWS, Microsoft Azure, dan Google Cloud — dipilih berdasarkan kekuatan masing-masing untuk beban kerja Anda. Migrasi dieksekusi dalam tahapan-tahapan yang dapat dibatalkan (reversible) sehingga risiko transformasi tetap terkendali. We design cloud landscapes spanning AWS, Microsoft Azure, and Google Cloud — chosen for each workload's specific strength. Migrations run in reversible phases so transformation risk stays controlled.
Cakupan EngagementEngagement Scope
- Penilaian beban kerja & jalur migrasi (6R framework)Workload assessment & migration path (6R framework)
- Landing zone & guardrails yang terotomatisasiAutomated landing zone & guardrails
- FinOps: pelaporan biaya, tag governance, anggaran proaktifFinOps: cost reporting, tag governance, proactive budgeting
- Operasi: pemantauan, eskalasi, run-bookOperations: monitoring, escalation, run-books
Hasil TipikalTypical Outcomes
Program Keamanan Berlapis & SOC 24/7Layered Security Program & 24/7 SOC
Kami merancang program keamanan yang bersandar pada NIST CSF dan ISO/IEC 27001 — dengan implementasi praktis: identitas terpadu, segmentasi jaringan, deteksi ancaman terkelola, dan respons insiden yang terlatih melalui tabletop reguler. We design security programs anchored to NIST CSF and ISO/IEC 27001 — with practical execution: unified identity, network segmentation, managed threat detection, and incident response trained through regular tabletop exercises.
Cakupan EngagementEngagement Scope
- Penilaian maturitas keamanan & roadmap perbaikanSecurity maturity assessment & remediation roadmap
- Zero Trust: identitas, perangkat, jaringan, beban kerjaZero Trust: identity, devices, network, workloads
- SOC 24/7 dengan SLA respon 15 menit untuk insiden kritis24/7 SOC with 15-minute response SLA for critical incidents
- Penetration testing & red team berkalaPeriodic penetration testing & red team exercises
- Manajemen ancaman dalam (insider threat) & DLPInsider threat management & DLP
SOC 24/7 — Indikator Operasional24/7 SOC — Operational Indicators
MTTD median (Mean Time to Detect)MTTD median (Mean Time to Detect)
MTTR median untuk insiden kritisMTTR median for critical incidents
uptime layanan SOC 12 bulan terakhirSOC service uptime past 12 months
Platform Data & AI TerapanData Platforms & Applied AI
Kami membangun fondasi data yang dapat dipercaya — lakehouse, model semantik, dan jalur observability — kemudian menempatkan AI di atas fondasi itu. Setiap model AI yang kami implementasikan disertai mekanisme evaluasi, eksplainabilitas, dan jejak audit untuk audit dan regulator. We build trustworthy data foundations — lakehouses, semantic models, observability pipelines — then place AI on top. Every AI model we deploy carries evaluation, explainability, and audit trails for auditors and regulators.
Cakupan EngagementEngagement Scope
- Modern data stack: lakehouse, dbt, orchestration, observabilityModern data stack: lakehouse, dbt, orchestration, observability
- Tata kelola data: katalog, lineage, kontrol aksesData governance: catalog, lineage, access control
- AI/ML use case: customer analytics, fraud detection, predictive maintenanceAI/ML use cases: customer analytics, fraud detection, predictive maintenance
- MLOps: experiment tracking, model registry, deploymentMLOps: experiment tracking, model registry, deployment
- AI Governance: model risk, explainability, audit trailAI Governance: model risk, explainability, audit trail
Use Case IndustriIndustry Use Cases
- PertambanganMining: predictive maintenance untuk alat berat, optimasi muatan haul truckpredictive maintenance for heavy equipment, haul truck load optimization
- PerbankanBanking: fraud detection, credit scoring berbasis alternative data, KYC otomatisfraud detection, alternative-data credit scoring, automated KYC
- ManufakturManufacturing: quality inspection berbasis computer vision, demand sensingcomputer vision quality inspection, demand sensing
- LogistikLogistics: route optimization, dynamic pricing, real-time ETAroute optimization, dynamic pricing, real-time ETA
Modernisasi Aplikasi & DevSecOpsApplication Modernization & DevSecOps
Aplikasi inti yang berusia dekade tetap melayani bisnis — sampai mereka tidak lagi melayani. Kami memodernkan tanpa menulis ulang dari nol: dekomposisi bertahap, kontainerisasi, dan migrasi ke arsitektur berbasis layanan dengan keamanan terbangun di dalam pipeline. Decade-old core applications keep serving the business — until they don't. We modernize without rewriting from scratch: phased decomposition, containerization, and migration to service-based architectures with security built into the pipeline.
Cakupan EngagementEngagement Scope
- Penilaian portofolio aplikasi & strategi modernisasiApplication portfolio assessment & modernization strategy
- Pengembangan custom dengan stack modern (Java, Node.js, Go, .NET)Custom development with modern stacks (Java, Node.js, Go, .NET)
- CI/CD, IaC (Terraform), GitOpsCI/CD, IaC (Terraform), GitOps
- Shift-left security: SAST, DAST, SCA dalam pipelineShift-left security: SAST, DAST, SCA in pipeline
- Reliability engineering: SLO, error budgets, blameless postmortemReliability engineering: SLOs, error budgets, blameless postmortems
Bahasa & Platform AndalanLanguages & Platforms
Operasi yang DisepakatiOperating Cadence
- Sprint:Sprint: 2 mingguweeks
- Demo:Demo: setiap akhir sprint, terbuka untuk eksekutifevery sprint end, open to executives
- Retrospektif:Retrospective: internal tim + perwakilan klieninternal team + client representative
- Quarterly Review:Quarterly Review: peninjauan strategis dengan steering committeestrategic review with steering committee
Bekerja dengan vendor — bukan untuk vendor.Working with vendors — not for vendors.
Kami adalah mitra resmi vendor utama, tetapi rekomendasi kami selalu berorientasi pada kebutuhan klien. Independensi dalam memilih solusi adalah prinsip non-negotiable. We are official partners with major vendors, but our recommendations are always client-need oriented. Independence in solution selection is a non-negotiable principle.