Datadog

We provide end-to-end visibility into real user journeys. From frontend performance to backend dependencies, we help you understand exactly how customers experience your platform, not just how systems behave.

Bad data leads to bad decisions. We ensure your telemetry is accurate, consistent, and meaningful through standardisation, validation, and ongoing governance.

We assess where you are today across tooling, processes, and team capability, then map a clear, staged path to a mature observability practice. This helps leadership understand what “good” looks like, prioritise investment, and avoid over-engineering.

We focus on delivering quick wins early. Rather than long transformation programs, we prioritise high-impact improvements that demonstrate value fast and build internal momentum.

OTel is a rapidly developing project within the Cloud Native Computing Foundation (CNCF). AC3's consulting team have experience in deploying OTel to new and existing customer environments to optimise data transformation and efficiency to analyse backends.

We support emerging architectures including AI/ML and event-driven systems. This includes monitoring model performance, pipeline reliability, and the unique behaviours of highly dynamic workloads.