---
title: 'Software Daily Summary: What Happened on November 2, 2026'
headline: IQVIA executives see AI speeding clinical trial contract talks
description: Contract and budget negotiations average more than 100 days, and two-thirds
of trial sites report recurring delays.
url: https://thebench.bio/news/software/2026-11-02
topic: software
date: '2026-11-02'
covers:
- '2026-11-02'
date_published: '2026-11-02T12:02:38Z'
date_modified: '2026-11-02T12:02:38Z'
tags:
- Industry
sources: 1
publisher: TheBench.Bio
---
# Software Daily Summary: What Happened on November 2, 2026
**IQVIA executives see AI speeding clinical trial contract talks**
Contract and budget negotiations average more than 100 days, and two-thirds of trial sites report recurring delays.
## Today in brief
IQVIA executives said sponsors could use AI and earlier agreements to shorten clinical trial contract negotiations. [1] Contract and budget discussions average more than 100 days, and two-thirds of clinical trial sites report recurring delays. [1]
## Also worth knowing
- Rajesh Patel and Vikas Basal said AI could compare new contracts with earlier agreements, flag terms outside preset limits and reduce repetitive administrative work. [1]
## The day in numbers
- **More than 100 days**: Average time for clinical trial contract and budget negotiations. [1]
- **Two-thirds**: Share of clinical trial sites reporting recurring contract and budget delays. [1]
## Also published
- [How can biopharma overcome digital transformation failure?](), PharmaVoice
- [ISMAI 2026: Florence to host international symposium on the safe and responsible use of artificial intelligence in medicine](), pharmaphorum
- [Protein Engineering in Middle & High Schools?](), Omics! Omics!
## Sources
1. [How sponsors can accelerate contracting and budget negotiations](), Clinical Trials Arena, 2026-11-02
---
TheBench.Bio wrote this from the reporting cited above, with a language model drafting and editing.
[1]: