Five anonymized outcomes, in the form a Director would put in a board update.
Each case below is anonymized from the pilot base. Where customers gave permission for named attribution, we use a placeholder rather than the name. Each case names the pressure that drove the project, the specific finding the team would otherwise have missed, and the cost-driver the finding bounded. These are forwardable. They're written so your CFO and your board can read them without engineering translation.
Each marker links to the case detail below. Different industry, different scale, same underlying gap.
Audit-prep collapse, six weeks to four days.
The pressure. HIPAA, PCI 4.0, and SOC 2 controls all required current device inventory in the in-scope clinical and retail-pharmacy environments. The annual evidence assembly had been running six weeks of senior-engineering time across two facilities and pulling outside consultants for the inventory reconciliation.
The finding. First sweep after deploying CybrIQ across the piloted footprint: 312 devices, 47 not on the asset register, three unmanaged switches bridging laptops onto the production VLAN. One of the unmanaged switches had been in place over a year. None of the three had been seen by the prior inventory tool.
The cost-driver bounded. Regulated-data-in-unintended-scope, on three separate paths. The HIPAA risk analysis as-of date moved from "annual cycle" to "as of last week," which closed the largest finding in the prior year's OCR-pattern audit. Evidence assembly dropped from six weeks to four days. The HIPAA control walk-through used the evidence pack directly; the auditor accepted on first review.
Cyber-insurance renewal artifact-first conversation, premium effect.
The pressure. Cyber-insurance renewal in 90 days. The 2024 carrier had non-renewed; the broker was shopping coverage with three new markets, all of which had moved to risk-based underwriting with continuous-evidence expectations. The questionnaire had eight new items year-over-year.
The finding. CybrIQ deployment over six weeks produced the inventory export, 30-day drift report, and NDAA screening export in the format the broker pre-positioned with the most aggressive carrier. Carrier asked two follow-up questions instead of the typical eight. Bind issued at a lower premium than the broker had projected at the start of shopping.
The cost-driver bounded. Insurance-coverage shape. The artifact-first conversation moved the carrier from a "we're skeptical, here's our offer" posture to a "we see the maturity, here's what we can do" posture. The Director took the broker's letter naming the CybrIQ deliverables to the audit-and-risk committee as the documentation of the maturity step.
NDAA-prohibited hardware on the plant floor, found in week one.
The pressure. CMMC Level 2 third-party assessment cycle starting in nine months. Procurement records were clean. Prior physical inventory had walked the floor twice; no banned-vendor hardware on the books. The Director had reasonable confidence on the supply-chain question. The C3PAO assessor would have a different bar.
The finding. First-week deployment across one plant surfaced four banned-vendor IP cameras on the safety-monitoring VLAN. Two had been installed by an outside contractor during a 2022 renovation. Two were on a replacement procurement done through a third-party reseller that hadn't been screened. None had been visible to the procurement-records check because the labels had been swapped.
The cost-driver bounded. Regulator response. Pre-assessment discovery and remediation, with the screening trail timestamped before assessment, kept the finding off the C3PAO's report. Post-assessment discovery would have triggered a finding on the SR-control family and a likely flow-down to the prime contractor.
USB attack-tool detection during phishing-simulation review.
The pressure. Annual board-reporting cycle. The IT-security committee had asked for evidence that endpoint and network controls were working together, after a peer institution disclosed an incident involving a removable-device attack.
The finding. CybrIQ's USB-threat agent on the workstation fleet detected three Rubber Ducky-class devices over a six-week window. One in a faculty office (research project, disclosed after detection). One in a student-worker workstation (reported and removed). One in an administrative office with no plausible benign explanation; investigation surfaced a longer-running concern that triggered an HR-side review.
The cost-driver bounded. Time-to-detect. None of the three were detected by EDR, which is designed for software-side attacks, not for keyboard-injection hardware. The narrow window between insertion and detection closed an attacker path that, in the peer-institution incident, ran for several months.
PCI 4.0 evidence pack, single-artifact replacement for three separate spreadsheets.
The pressure. PCI 4.0 went into force March 2025. The QSA's pre-assessment letter flagged Requirement 12.5.1 inventory and 11.5.1 change-detection as the two highest-effort items in the upcoming engagement. The store-level network had grown organically over a decade; the inventory existed in three separate spreadsheets that disagreed by 18%.
The finding. CybrIQ deployment scoped to the CDE produced a single inventory artifact covering all 47 stores plus the distribution center. Reconciliation against the three legacy spreadsheets surfaced 22 devices in scope that none of them had captured, including four POS-adjacent devices that affected the CDE-segment definition.
The cost-driver bounded. Time-to-detect on scope changes, and audit-fee on the QSA engagement. Annual evidence assembly dropped from a quarterly project to a continuous artifact. QSA engagement fees came in 22% under prior year on net invoice. The CDE-scope correction surfaced during the pilot rather than during the assessment.
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