AssayIQ insights
Practical briefings that translate regulation, reimbursement, quality, and operations into decisions leaders can use.
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Explore the corporate laboratory support planSource release: September 21, 2026
A preliminary national payment figure is a reason to review the business. It is not a substitute for a laboratory-specific revenue and cost model.
Read the briefingSource release: July 10, 2026
A promising demonstration does not answer whether a tool works safely in your laboratory's workflow. Define the use, evidence, review, and monitoring before deployment.
Read the briefingSource release: Spring 2026
Managers need more than an incident log. A useful quality system links the finding, cause, action, owner, and evidence that the change worked.
Read the briefingSource release: March 2026 revision
An organized file is useful only when its procedures, competency evidence, and study records reflect the laboratory's actual practice.
Read the briefingSource release: December 2, 2025
A test count cannot explain every demand on a laboratory team. Include coverage, exception work, quality duties, and the constraints leadership can change.
Read the briefingVisit the resource center for official guidance and practical preparation guides →
October 8, 2026
What the evidence supports, where the risks remain, and how leaders and laboratory professionals can build a useful, measurable implementation together.
Read the briefingOctober 7, 2026
How verified dilution supports useful quantitative results, clear worksheets and director decisions without confusing repeatability with accuracy.
Read the briefingSeptember 29, 2026
How to account for test mix, quality work, staffing coverage, and leadership-controlled bottlenecks in a useful operating metric.
Read the briefingSeptember 29, 2026
An expert view of the FDA Galleri review: regulatory status, stage-specific performance, follow-up, cost, and the outcomes that matter.
Read the briefingSeptember 23, 2026
Why healthcare leadership must be judged by patient value, safety, learning, workforce capability, and responsible use of technology.
Read the briefingFebruary 11, 2026 briefing
How duplicate studies, unused data, rework, and weak workflow design create costs that never appear on a reagent invoice.
Read the briefingApril 3, 2026 briefing
A simple way to connect supply planning, daily work, measurement, and continuous quality improvement.
Read the briefingMay 19, 2026 briefing
Why inconsistent accountability, favoritism, and bench-level blame create financial, safety, retention, and execution risk.
Read the briefingSeptember 2026
What CLIA expects, what leaders should ask, and how to turn a study into defensible operating evidence.
Read the briefingAugust 2026 briefing
Why reimbursement files, coding changes, repeats, downtime, and staff effort belong in one decision model.
Read the briefingJune 2026 briefing
A practical way to connect inventory, alternate methods, validation readiness, vendors, and patient-service continuity.
Read the briefing