We rebuilt our buyer’s guide around the questions operations leaders actually ask. Scope of assurance comes first, and it is the one most evaluations skip.
Most AIOps evaluations begin with a feature matrix borrowed from a vendor. That is the wrong starting point, because features are the answer to a question nobody asked yet. When we rebuilt the Vitria AIOps Buyer’s Guide this year, we organized it around nine criteria drawn from what telecom, financial services and healthcare operations teams told us they were actually deciding between. The order matters as much as the list.
Start with scope of assurance
Scope of assurance is the first criterion for a reason. It asks a simple question: across how much of the service path does the platform actually see? A tool that correlates infrastructure events but cannot connect them to a degraded customer experience will reduce your alert count without changing what your customers feel.
Most platforms answer this well for one layer and poorly across layers. Establishing the answer first tells you which of the remaining eight criteria are worth spending evaluation time on.
The other eight, in the order they matter
Ingestion breadth, correlation quality, root cause accuracy, automation depth, knowledge retention, time to production, operational scale, and measurable outcome. Each is written in the guide as a question you can put to any vendor, with the evidence that constitutes a real answer rather than a claim.
What to ask in your evaluation
- Ask each vendor to demonstrate scope of assurance on your own topology, not on a reference environment.
- Require a named production reference at your scale. Vitria customers include a Tier-1 operator running 3,000 metrics and 2,000 fault streams in a hybrid deployment.
- Ask what the platform retains between incidents. Correlation without knowledge retention means solving the same problem repeatedly.
- Set a time-to-production expectation in the RFP. Our deployments have reached production in as few as 60 days.
- Agree the success metric before the pilot. Reduction in time to restore service is measurable; “better visibility” is not.
Where to go next
The nine criteria are published in full, vendor-neutral, and written to be used against us as readily as against anyone else. If you are building an evaluation scorecard, start there and adapt it.
If you already know your shortlist, the comparison pages set out how VIA AIOps differs from the platforms you are most likely weighing it against.
- The AIOps Buyer’s Guide — nine criteria in full
- VIA AIOps — platform overview
- Vitria vs alternatives — how we compare
FAQ
What is scope of assurance?
How much of the end-to-end service path a platform can observe and correlate — infrastructure, network, application and customer experience — rather than a single layer.
Is the buyer’s guide vendor-neutral?
The criteria are written to apply to any AIOps platform. Vitria’s own answers are on the comparison pages, kept separate on purpose.
How long should an AIOps evaluation take?
Long enough to run a pilot against a metric agreed in advance. Vitria deployments have reached production in as few as 60 days.
Which criterion do evaluations most often skip?
Knowledge retention. Teams evaluate correlation quality carefully and rarely ask what the platform remembers afterward.
