SIHA.
In development
INFRASTRUCTURE INTELLIGENCE, WITH A NEXT STEP

Your infrastructure.An architectwithin reach.

A subscription AI architect for startups. Connecting cloud audit data and operational signals to the next scaling or deployment decision.

Explore the approach
Claude-powered agents, built for operations.Currently pre-launch
THE PLANNED SYSTEMCONCEPT
01Cloud audit signals
Operational metrics
Grafana Prometheus WhaTap
SIHA Agent runtime

Context, reasoning & execution

Claude
Scale in / out
Deploy services
AGENTIC OPERATIONSFrom visibility to execution.
SOFTWARE INTEGRATION HIGH AVAILABILITYDesigned for the team you have.
01 /THE REASON WE'RE BUILDING

Your infrastructure grows.
Your team doesn't have to grow at the same pace.

Keeping an experienced infrastructure architect in-house is a big commitment for a startup. Yet scaling decisions, new services, and day-to-day operations still need careful attention.

SIHA is being built to make that operational capability accessible through a subscription, with an AI architect that connects what your systems are telling you to what happens next.

02 /SIGNALS INTO ACTION

Observe. Understand.
Plan. Execute.

One connected workflow for infrastructure decisions. Explore the kinds of work SIHA is being designed to support.

ILLUSTRATIVE WORKFLOW

Make room for rising demand.

When demand rises, combine performance signals with cloud context to plan additional capacity.

    Conceptual examples of planned behavior. No live infrastructure is connected.

    03 /THE TOOLS IN YOUR STACK

    Different clouds.
    A shared operational context.

    The planned integration scope brings cloud audit data and monitoring metrics together, so an agent can reason with the context around a signal.

    01

    Cloud audit data

    Understand events and changes across your cloud environments.

    Amazon Web ServicesNaver Cloud PlatformNHN Cloud
    02

    Monitoring metrics

    Bring performance and resource signals into the same workflow.

    GrafanaObservabilityPrometheusTime-series metricsWhaTapPerformance monitoring

    Planned integrations. Names identify intended technical compatibility, not partnerships or endorsements.

    04 /BUILT FOR THE WORK AFTER LAUNCH

    Reliability is
    the design brief.

    High availability is a goal for the whole service. The model, the runtime, and the way changes reach your infrastructure all matter.

    ClaudeSubscription model
    01

    Grounded in operational context

    Cloud audit data and monitoring metrics will inform the context behind scaling and deployment decisions.

    02

    Claude throughout

    Claude will support service development and power all internal agents, from interpreting signals to planning execution.

    03

    A deliberate path to execution

    Evaluation, clear execution boundaries, and failure handling are design priorities as the service moves toward customer deployment.

    05 /THE PEOPLE BEHIND THE SYSTEM

    Built from an
    operator's perspective.

    Independent. Founder-led.SIHA / Pre-launch

    SIHA is a solo-founded venture shaped by hands-on experience in education-sector service operations, now in its third year.

    In the founder's own operational experience, Claude has been the most dependable LLM. That experience informs the choice to build SIHA's service and internal agents with Claude.

    The aim is straightforward: make infrastructure architecture and execution support available to startups through a subscription, with a practical focus on the work of keeping services running.

    SIHASoftware Integration High Availability
    A FEW THINGS TO KNOW

    Before we launch.

    Can I use SIHA today?

    SIHA is currently pre-launch. This page describes the product direction and planned capabilities; customer access is not available yet.

    Who is SIHA being built for?

    Startups that need infrastructure architecture and execution support but cannot easily keep a dedicated architect in-house. The intended delivery model is a subscription service.

    What will SIHA help with?

    The initial scope is monitoring cloud audit data and operational metrics, supporting dynamic scale-in and scale-out, and helping install and deploy new services.

    How will access and execution be controlled?

    The execution model is still being designed. Permissions, review boundaries, and failure handling will need to be defined and evaluated before customer infrastructure is connected.

    THE NEXT CHAPTER OF OPERATIONS

    A small team.
    A broader operational reach.

    Currently in development

    Building toward a more accessible infrastructure architect.

    Revisit the approach