Biotechnology and Life Sciences

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Do the Work. Compliance Follows.

CoBaseKRM's Compliance as a Consequence™ model makes the compliance record the automatic by-product of analytical work — so your organization is perpetually inspection-ready.

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In 2025, the FDA released over 200 Complete Response Letters covering 2020–2024, the largest public window into why drug applications fail. The pattern is consistent and it isn't about the science.

74% of CRLs cite CMC and manufacturing, not clinical data

1.28 yrs median time from CRL receipt to eventual approval

60–80% of GMP warning letters cite data integrity failures

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The root cause is structural, not scientific

In most life-science organizations, the work and its compliance record live in two different systems — done by different teams, using different tools, at different times. That separation is designed to produce exactly the failures the data shows.

THE OLD MODEL

Compliance as overhead

Science happens. Documentation follows — reconstructed after the fact, from emails, notebooks, and memory. Every audit is a scramble. Every IR is a crisis. Every tech transfer starts over.

THE NEW MODEL

Compliance as a Consequence™

The compliance record is the natural by-product of doing the work. Captured automatically. In real time. The record your inspector sees is the same record your team works from every day — because it is.

Compliance is an automatic result of science in the CoBaseKRM platform

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The root cause is structural, not scientific

Line of sight

From every submission claim back to its evidence — model, training set, analyst rationale — in seconds, not days.

PAI readiness

For Pre-Approval Inspections, the analytical narrative is already organized when the inspector arrives. No reconstruction. No scramble.

OOS investigations

Scope, context, and reproducibility retrieved from connected prior work in minutes — not assembled from four systems over days.

Model governance

Every model carries its training set, lineage, and decision rationale. Regulatory questions answered at a click.

More than compliance. A Knowledge Repository of Analytical and Predictive Work, built into how applied science and engineering happens in your organization.

Line of sight

From every submission claim back to its evidence — model, training set, analyst rationale — in seconds, not days.

PAI readiness

For Pre-Approval Inspections, the analytical narrative is already organized when the inspector arrives. No reconstruction. No scramble.

OOS investigations

Scope, context, and reproducibility retrieved from connected prior work in minutes — not assembled from four systems over days.

Model governance

Every model carries its training set, lineage, and decision rationale. Regulatory questions answered at a click.

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Trusted where the stakes are highest

ISO 27001 Certified

CoBaseKRM is ISO 27001 certified. Visit our Trust Center to learn how we protect your data and keep your organization audit-ready.

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Full ownership

Deploy in the cloud or on-premises. CoBaseKRM gives your organization full control over knowledge, wherever it lives.

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Further Reading

WHITEPAPER

The Billion-$ Knowledge Problem

Why doing science right makes regulatory success inevitable — a senior leadership perspective on structural compliance readiness.

READ WHITE PAPER

WHITEPAPER

Compliance as a Consequence™

How a faceted knowledge repository makes analytical work retrievable, traceable, and defensible when regulators ask.

READ WHITE PAPER

How to Get Started.

Book a call to explore using CoBaseKRM. Want to learn more? Watch our 5-minute getting started video.

Not just software.

Our team is ready to help, no matter if you’re having trouble unifying data, adopting analytics, or finding the right deployment option. We are ready to help meet your individual needs!

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