Insights · free · ungated · practitioner-written
White papers from the field.
Long-form research and practitioner guidance from Praveg’s own work in clinical biometrics, life-sciences AI and PMO consulting. Referenced, graded, and frank about what the evidence does and does not show. Read online, download the PDF, or ask for the version built around your organisation.
· Industry reviews· Practitioner guides· Checklists· No email wall
Published November 2026
Two papers from the Biometrics and life-sciences AI practice
Industry review · November 2026 · interactive + PDF
AI Across the Clinical Development Lifecycle
A review of the tools and services in use and in development, from protocol design to real-world evidence. Around 160 providers across twelve stages, every quantitative claim graded as vendor-reported, peer-reviewed, conference or preprint, or regulator-recognised; the regulation in the US, EU and India; the services landscape including Indian IT services; six evidence patterns; twelve white-space gaps; and a decision checklist for sponsors and CROs.
58 pages~160 providers12 stages417 references
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Practitioner guide · November 2026 · PDF
Setting Up Biometrics in India
Extending a global function, or building one from zero. For CROs and pharma and biotech sponsors: why India and why now, the four layers in the order they must be built, Case A (a second site for an established function headquartered outside India) and Case B (an India-based organisation internalising outsourced Biometrics), where the money goes in year one, break-even, inspection readiness from day one, and a readiness checklist for each case. By Sagar Kalantre.
30 pages2 case tracks4 layers2 checklists
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How Praveg writes
Evidence labelled, interests disclosed, no email wall.
- Every quantitative claim carries its evidence grade; vendor figures are never presented as outcomes
- Indicative timelines and cost shares are stated as Praveg planning ranges, to be validated against your own plan
- Field vignettes are anonymised and, where needed, composited; the papers say so
- Where Praveg has a commercial interest in a finding, the paper discloses it
- Free to read and to share, with attribution; archived source copies available on request
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The Praveg OPTIC Maturity Model™ book
The complete model, the thirty-five-item instrument, the KPI reference library, the roadmap method and field vignettes from two decades of practice. First Edition 2026.
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