Enterprise copilots
Support drafting, summarization, analysis, and workflow assistance with controlled model access.
AI patterns that survive production constraints
Generative AI, RAG, sovereign infrastructure, GPU clusters, VDI, HPC, and industry solutions — mapped to data, security, capacity, and operating ownership.
Build governed generative AI applications for enterprise workflows
Model serving
Deploy selected language and multimodal models through observable GPU-backed APIs.
Application integration
Connect generative AI to identity, data, channels, APIs, and human approval workflows.
Turn trusted enterprise knowledge into governed AI answers
RAG and Document Intelligence
Index documents, vectorize knowledge, retrieve relevant content, and generate grounded responses with citations.
Conversational service
Use AI assistants for customer service, employee helpdesk, product guidance, policy Q&A, and internal operations.
Governance workflows
Control upload, classification, validation, approval, publication, role access, and audit traceability.
Deploy production LLM applications on GPU-backed infrastructure
Generative AI / LLM
Support enterprise assistants, summarization, code generation, knowledge search, content drafting, and workflow automation.
Model serving
Run Qwen, Llama, or selected LLMs with vLLM serving, quantization, monitoring, and API integration patterns.
Data analytics
Combine AI inference with structured data, dashboards, and decision-support workflows.
Control AI data, models, infrastructure, identities, and operations
Indonesia-hosted infrastructure
Design local compute and storage patterns aligned to data residency requirements.
Governed model lifecycle
Control model approval, deployment, access, audit, monitoring, and retirement.
Operational control
Define administrators, keys, network boundaries, backups, dependencies, and exit plans.
Accelerated computing for AI and high-performance workloads
Computer Vision
Power video analytics, quality inspection, object detection, medical image processing, and operational monitoring.
Fraud Detection
Accelerate anomaly detection, transaction scoring, graph analytics, cybersecurity AI, and risk models.
Recommendation System
Support personalization, product recommendations, propensity models, and customer intelligence.
Create a repeatable pipeline from data and ideas to production AI
Shared platform
Provide governed development, data, model, GPU, deployment, and observability capabilities.
Delivery pipeline
Standardize discovery, experimentation, evaluation, approval, release, and monitoring.
Operating model
Align product teams, data owners, security, platform operations, and business accountability.
GPU acceleration for visual and remote work
GPU VDI
Deliver accelerated remote desktops for engineers, designers, analysts, and specialist software users.
Rendering
Support animation, visual effects, 3D rendering, geospatial visualization, and media workloads.
Digital Twin
Accelerate simulation, operational visualization, 3D environments, and decision-support models.
High-performance computing for scientific and engineering teams
HPC and Simulation
Run seismic interpretation, computational fluid dynamics, weather modeling, molecular dynamics, and scientific visualization.
Manufacturing simulation
Accelerate product design, process optimization, predictive maintenance, and quality analytics.
Resources workloads
Support oil and gas, mining, and resource-sector modeling with GPU-accelerated compute.
Industry use cases for Indonesian enterprises
| Industry | Representative use cases |
|---|---|
| BFSI | Fraud detection, risk scoring, AML, customer service AI, recommendation engines, secure document intelligence |
| Government / Public Sector | Sovereign AI, citizen service assistants, document search, smart city analytics, controlled data residency |
| Oil & Gas / Resources | Seismic interpretation, reservoir simulation, GPU VDI, predictive maintenance, operational digital twins |
| Manufacturing | Quality inspection, predictive maintenance, production scheduling, digital twins, industrial knowledge assistants |
| Healthcare | Radiology AI, pathology image analysis, clinical document search, genomics, operational automation |
| Media | Rendering, AI content generation, video production, visual effects, archive search |
| Education | AI learning assistants, research GPU access, campus knowledge management, secure lab platforms |