CI/CD setup
Automated build, test, deployment, and rollback workflows.
Infrastructure and deployment systems for reliable products
Set up deployment, monitoring, backups, cloud environments, and AI/ML operational pipelines that support production delivery.
Starting from
€4 000
Client problem
Unstable operations slow down product teams
Manual deployments, weak monitoring, missing backups, unclear environments, and unmanaged cloud costs create preventable delivery risk.
Solution
Production operations with clear controls
We build practical DevOps and MLOps foundations: CI/CD, environments, infrastructure automation, observability, security baseline, and recovery planning.
What is included
Operational scope
Cloud infrastructure
Server, container, database, storage, and network configuration.
Monitoring and alerts
Application metrics, logs, uptime checks, and actionable alerts.
Backups and recovery
Backup strategy, restore checks, and incident recovery planning.
MLOps pipelines
Model deployment, prompt/version control, evaluation, and AI system monitoring.
Security baseline
Access control, secrets handling, patching, and basic hardening.
Process
From fragile setup to reliable operations
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Inspect
Review infrastructure, deployment flow, monitoring, security, and costs.
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Plan
Define target architecture, risk priorities, and migration path.
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Implement
Configure environments, CI/CD, monitoring, backups, and access.
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Operate
Document, hand over, and support ongoing improvements.
Examples
Typical work
Cloud launch setup
Prepare environments and deployment pipeline for a SaaS MVP or production app.
Monitoring baseline
Make errors, performance, uptime, and costs visible before incidents grow.
AI pipeline operations
Deploy AI services with versioning, evaluation, and usage monitoring.
Infrastructure cleanup
Reduce fragile manual setup, unclear access, and unmanaged resources.
Need more reliable infrastructure?
Send a short overview of your stack, hosting, deployment process, and operational pain points.