Technologies We Use

avlökan’s Expertise Across Technology Stacks

At avlökan, we are a consulting practice dedicated to helping organisations build and mature their observability capabilities. We work across diverse technology stacks to ensure our customers gain comprehensive visibility, actionable insights, and the confidence to operate at scale. Our consulting engagements span infrastructure, security, AI, and applications & middleware—bringing a holistic approach to modern IT environments.

Infrastructure

Observability starts with the foundation: infrastructure. Our consultants work across public cloud, private cloud, and on-premises data centres to help customers achieve seamless visibility. With deep expertise in Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), we design and implement observability practices that are scalable, cost-optimised, and aligned to business needs. For organisations running critical workloads on-prem, we extend modern observability to traditional environments, enabling a consistent view across hybrid and multi-cloud landscapes.

Applications & Middleware

Applications and middleware form the backbone of digital experiences. Our consultants help organisations instrument and monitor databases, message queues, API gateways, and container orchestration platforms such as Kubernetes and OpenShift. We enable observability for applications built in Java, .NET, Node.js, Python, and beyond, ensuring logs, metrics, and traces are captured consistently across the stack. At the middleware layer, we integrate observability with caching systems, service meshes, and integration platforms, ensuring dependencies are visible and optimised. This holistic approach allows development and operations teams to troubleshoot faster, improve performance, and deliver seamless experiences to end users.

Security

Security is a cornerstone of resilient systems, and observability is a key enabler. At avlökan, we guide organisations through the integration of observability with application and code security, ensuring vulnerabilities can be detected early in the development lifecycle. We support cloud security monitoring, mapping observability practices to shared responsibility models across AWS, Azure, and GCP. Our consultants also design and optimise SIEM (Security Information and Event Management) configurations, ensuring security data is integrated with observability pipelines for real-time detection and rapid incident response. By unifying observability and security, we enable businesses to proactively protect their environments and respond with confidence.

AI & Emerging Technologies

As businesses increasingly adopt AI and machine learning, observability becomes essential for ensuring reliability, fairness, and scalability. avlökan helps customers deploy observability across AI/ML stacks and pipelines, tracking the performance of training jobs, monitoring inference latency, and surfacing insights into resource utilisation and potential model drift. We work with organisations to establish guardrails for AI deployments, so investments in advanced technologies remain transparent, compliant, and value-driven. By bringing observability into AI, we empower businesses to innovate responsibly and maintain trust in their AI systems.