SeeEverything

SeeEverything builds assurance and QA software for regulated financial institutions, which means its own security posture is inseparable from the trust its customers place in the product. In an industry where clients expect evidence of control rather than assertions of it, vulnerability management sits at the core of how the business operates.

Challenge

SeeEverything previously ran five separate vulnerability tools, each with its own console, severity model, and reporting cadence. Building a single, coherent picture of risk meant manually reconciling five different views. The deeper problem was prioritization: severity was determined by generic CVSS scoring rather than whether a finding was actually exploitable in SeeEverything's environment, so a high-scoring CVE on an unreachable host consumed the same investigation time as a genuine, live threat. Across one reporting period alone, the team was working through roughly 1,800 vulnerability records spanning more than 500 unique CVEs, with the bulk of the pressure traceable to a handful of hosts and a single package.

"Nothing in the toolchain distinguished theoretical severity from real exposure, which meant our team spent time on findings that did not warrant it." - Dave Gardner, COO & CISO, SeeEverything

Solution

SeeEverything chose Plerion for its context-based prioritization, which evaluates findings against the actual configuration and reachability of the environment rather than relying on default CVSS scores alone. Alongside this, the team configured Plerion's workflow automation to handle routine vulnerability management tasks, including automated triaging, shifting that work off the security team's plate.

"Plerion gave us context-based prioritisation, evaluating findings against the actual configuration and reachability of our environment rather than scoring them just on CVSS." - Dave Gardner

Key Benefits

• One shared view across teams: Security, engineering, and operations now work from a single view of posture across the full infrastructure and software stack, replacing the "translation layer" that previously sat between teams.
• Context travels with the finding: Vulnerabilities now reach engineers with their context and remediation path attached, changing the conversation from questioning whether a risk is real to scheduling the fix.
• Automated routine triage: Automated workflows absorb the day-to-day triaging work that previously ate into the security team's time.
• Prioritization that scales with growth: As SeeEverything expands into new AWS regions to meet customer data sovereignty requirements, the same contextual prioritization and automated workflows extend automatically, without added headcount.

"The conversation has shifted from 'is this actually a problem' to 'when are we scheduling it.'" - Dave Gardner

Results

The clearest indicator of impact is how much unscheduled work has disappeared from the team's week. What used to be a couple of hours of daily firefighting - chasing down vulnerabilities out of cycle - has been absorbed back into a normal, predictable rhythm. Genuine risks still surface and get acted on immediately; everything else now waits for its place in the regular patch cycle, rather than jumping the queue on a CVSS technicality.

That shift matters beyond day-to-day workload. As SeeEverything expands its AWS footprint region by region to meet customers' data sovereignty requirements, the same contextual prioritization extends automatically to every new environment. It means growth doesn't force a matching increase in security headcount - coverage scales with the infrastructure, not with the team.

"We were previously losing a couple of hours most days to unscheduled work. That's now closer to once a week - and only when something represents a genuine risk." - Dave Gardner