Insights

Insights, Articles & News

Practical guidance for biotech leaders across clinical strategy, regulated AI, and execution decisions.

See a gap here that mirrors your own program? Start with a fixed-fee Readiness Assessment, or browse the IHASG safety-governance model.

Latest

Latest articles

Short summaries and downloadable white papers below. Click any card to read the full article.

The assumption baked into every pharmacovigilance system — and why it fails CAR-T patients
Advanced Oncology Safety

The assumption baked into every pharmacovigilance system — and why it fails CAR-T patients

Conventional pharmacovigilance was built for drugs that reveal their toxicity slowly. CAR-T does the opposite — and the mismatch is a patient-safety problem, not a paperwork problem.

Dr. Ashok Srivastava2026-06-09
CAR-T toxicity 101: what every sponsor safety team needs before the first patient is dosed
Advanced Oncology Safety

CAR-T toxicity 101: what every sponsor safety team needs before the first patient is dosed

A working orientation to CRS and ICANS for safety and clinical development teams — what to define before enrollment, not after the first event.

Dr. Ashok Srivastava2026-06-04
ADCs are not chemotherapy: a clinical briefing on organ-specific toxicity
Advanced Oncology Safety

ADCs are not chemotherapy: a clinical briefing on organ-specific toxicity

Antibody-drug conjugates carry a targeted-toxicity profile that conventional chemotherapy monitoring is poorly shaped to catch. Treating them alike is a clinical safety error.

Dr. Ashok Srivastava2026-05-21
RLT safety monitoring: marrow reserve, renal function, and the dosimetry gap
Advanced Oncology Safety

RLT safety monitoring: marrow reserve, renal function, and the dosimetry gap

Radioligand therapy carries a safety problem most pharmacovigilance teams are not trained to see — one that lives in cumulative dose, marrow reserve, and renal clearance.

Dr. Ashok Srivastava2026-05-14
The Acute Multi-Organ Instability Phase (AMOIP): a clinical reference
Advanced Oncology Safety

The Acute Multi-Organ Instability Phase (AMOIP): a clinical reference

There is a clinical window in advanced-therapy toxicity that conventional pharmacovigilance was not designed to see. We call it AMOIP — and naming it changes how you govern it.

Dr. Ashok Srivastava2026-05-07
Regulatory expectations for advanced oncology safety in the RTCT era
RTCT & Regulatory

Regulatory expectations for advanced oncology safety in the RTCT era

FDA, EMA, and ICH are not writing about AI-assisted, real-time safety in plain language. Here is the translation — and what it means for your program now.

Dr. Ashok Srivastava2026-04-30
How to Implement AI Without Violating FDA 21 CFR Part 11
Compliant AI & Platform

How to Implement AI Without Violating FDA 21 CFR Part 11

A compliant framework for adopting AI in clinical safety while keeping identity, signature, and audit trail intact under 21 CFR Part 11.

Elias Tharakan2026-03-18
Inside the First Unified eClinical SaaS Platform
eClinical Technology

Inside the First Unified eClinical SaaS Platform

The story behind building the industry's first unified EDC + RTSM + eCOA + Safety platform — and why the unified decision record matters now.

Elias Tharakan2025-11-12
Unified eClinical Platform vs Best-of-Breed: The Real Tradeoffs
eClinical Technology

Unified eClinical Platform vs Best-of-Breed: The Real Tradeoffs

A practical comparison of unified platforms versus best-of-breed tools for clinical trial technology.

Elias Tharakan2025-11-05
The 7 Most Expensive eClinical Technology Mistakes Biotechs Make
eClinical Technology

The 7 Most Expensive eClinical Technology Mistakes Biotechs Make

Common technology mistakes that cost biotechs 12-18 months and significant budget in clinical trial delays.

Elias Tharakan2025-10-30
RTSM vs IRT: What's Changed in Randomization Technology
eClinical Technology

RTSM vs IRT: What's Changed in Randomization Technology

Understanding the evolution of randomization technology and what it means for modern trials.

Elias Tharakan2025-10-20
Navigating the Critical Path: The Art and Science of Medical Monitoring in Oncology
Clinical Operations

Navigating the Critical Path: The Art and Science of Medical Monitoring in Oncology

The art and science of medical monitoring in oncology trials — and how proactive oversight protects both patients and timelines.

AyurDatta2025-10-14
The Vigilant Vanguard: Proactive Medical Monitoring
Clinical Operations

The Vigilant Vanguard: Proactive Medical Monitoring

Proactive strategies for medical monitoring and risk-based oversight.

AyurDatta2025-10-14
Medical Monitoring
Clinical Operations

Medical Monitoring

Best practices and strategies for medical monitoring in clinical trials.

AyurDatta2025-10-14
Our Value
Clinical Operations

Our Value

How AyurDatta delivers value across safety governance, clinical operations, and regulatory strategy.

AyurDatta2025-10-14
Press

In the news

Press releases and media coverage about AyurDatta.