The instrumentation behind every engagement
Lens is how we instrument the work. It is not sold on its own; it runs underneath every Aivilo engagement so that Optimize is a measurement rather than a claim, and gives your team and ours one live view of cost, quality, reliability, and governance across your whole AI stack.
Everything you run, on one screen
Stop stitching together five tools and three dashboards. Lens brings CloudOps, DataOps, GenAIOps, and AgentOps into a single view your whole team can trust.
Real-time cost & FinOps
Live spend, attribution, and anomaly alerts across models and clouds.
Trace & session drill-down
Follow any request from prompt to tool call to response.
Governance & maturity
Continuous scoring against your policies and compliance controls.
Coverage across every operational layer
CloudOps
Infrastructure efficiency, FinOps attribution, security guardrails, and cost control across multi-cloud environments.
DataOps
Data pipeline reliability, compliance frameworks, PII protection, and end-to-end observability.
GenAIOps
Model behavior monitoring, token consumption tracking, prompt cataloging, and latency analysis.
AgentOps
Agent workflow tracing, tool-call visibility, failure and hallucination detection, and safety guardrails.
Common questions about Lens
Two ways in. It reads your cloud provider accounts, which is where most of the cost and utilization signal already lives, and it takes a lightweight webhook you add in your own application to attribute model spend to the team or feature that caused it. There is no agent to deploy and nothing to migrate off, so most teams see data flowing in days rather than months.
Not yet. Lens runs in Aivilo’s environment today, not inside your tenancy. Deploying it into your own cloud, so traces never leave your environment, is on the roadmap. If that is a requirement for you, raise it early and we will tell you where it stands.
No, and today it could not ask you to. The integration surface is deliberately narrow: your cloud accounts, and a webhook in your own application for model spend. Everything else you run stays exactly where it is. If you need Lens to read something it does not read yet, say so early and we will be straight about whether it is on the roadmap rather than implying a catalogue we do not have.
Today Lens comes as part of an Aivilo engagement, it's the platform that powers your assessment and services, not a standalone product you configure yourself. Talk to an Expert and we'll show you what it surfaces on your stack.
Want to see Lens on your own stack?
Lens comes with every Aivilo engagement. Book a demo and we'll show you the visibility, orchestration, and governance it brings to your AI stack.