Technology

Technology

We connect user portals, APIs, data and AI flows, HPC infrastructure and operational quality into one architecture.

Architecture

A technical structure that carries research platforms into operation

We design web-based research platforms as one connected flow across user portals, APIs, data/AI, HPC execution and operation.

DAOLSOFT

Research platform structure

User experience and operation rules are handled together across screens, data, compute resources and security boundaries.

01
Research Portal

User portal

A clear entry point for researchers and administrators to reach projects, data and execution screens.

02
API / Auth

API and authentication

Business APIs, Keycloak/OIDC and permission boundaries are connected as stable service flows.

03
Data / AI

Data and AI

Upload, search, preprocessing, model execution and visualization flows are placed inside the platform.

04
HPC Bridge

HPC integration

Slurm, GPU, containers and compute resources are connected to web workflows and operation rules.

05
Operations

Operation quality

Audit, monitoring, security and handover are included as part of the operating structure.

Capability Layers

Capabilities used in real platform delivery

Rather than listing logos, these layers describe the implementation work needed to build and operate research platforms.

01

Frontend Engineering

Responsive UI, accessibility, performance and internationalized web experiences for research work.

02

Backend & API

Reliable APIs for business logic, authentication, data processing and system integration.

03

Data & Search

Research data search, indexing, file management and visualization flows inside the platform.

04

AI & Workflow

Model execution, automation, result presentation and Jupyter-linked research tools.

05

HPC & Infrastructure

Slurm, Docker, Kubernetes and Linux-based compute resources connected to operation screens.

06

Quality & Operation

Testing, monitoring, security, incident response and operation handover as implementation work.

DAOLSOFT

Planning a research platform or data-driven system?

We can help turn research workflows, data, compute resources and operation rules into a dependable system.

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