Report

The Pharma Content Benchmark Report 2026

How Long Is Your Team Really Spending on Scientific Content — and What Is It Costing You?

Published by VarsaAI | Based on responses from 200+ pharma professionals across medical affairs, commercial, market access, and medical communications

Foreword

Every pharma team we speak to tells us the same thing. The science is ready. The data is strong. But by the time the content is built — the slide deck, the congress summary, the HCP video, the payer dossier — weeks have passed, the window has narrowed, and the team is exhausted.

This report puts numbers to that experience for the first time.

We surveyed more than 200 pharma professionals across medical affairs, commercial, market access, and medical communications to understand exactly how long scientific content production takes, where the bottlenecks are, and what the true cost of slow content looks like when you add it all up.

The findings are striking — not because they are surprising, but because they are, for the first time, documented.

We hope this report gives you the language and the data to make the case for change inside your organisation. Because the gap between the speed of science and the speed of content has never been wider — and the cost of that gap has never been higher.

The VarsaAI Team

Executive Summary

23 days

Average time to produce a congress-ready slide deck

6.4 weeks

Average HCP video production time

11.3 weeks

Average payer value dossier production time

74%

Missed a meaningful engagement opportunity due to content bottlenecks

£340k/yr

Average spend on agency fees for template-driven content

91%

Believe AI content creation will be standard within 3 years

  • Only 8% say their current content process gives them a competitive advantage
  • Only 14% have meaningfully adopted AI for content creation today

Methodology

This report is based on an online survey conducted in Q4 2025 with 214 pharma professionals across the United Kingdom, United States, Germany, and France. Respondents were recruited via LinkedIn and pharma industry networks, and screened to ensure they held direct responsibility for, or significant involvement in, scientific content production.

By Function

  • Medical Affairs: 34%
  • Commercial / Brand: 28%
  • Market Access & HEOR: 18%
  • Medical Comms / Digital: 20%

By Company Size

  • Top 20 global pharma: 41%
  • Mid-size (£1bn–£10bn): 35%
  • Emerging / specialty: 24%

By Therapeutic Area

  • Oncology: 29%
  • Cardio & Metabolic: 18%
  • Rare Disease: 16%
  • Immunology: 14%
  • Neuroscience: 12%
  • Other: 11%

All figures are self-reported. Where ranges were provided, midpoint values were used in aggregate calculations. Company revenue and agency spend figures were validated against publicly available financial disclosures where possible.

Section 1: The True Timeline of Pharma Content Production

How Long Does It Actually Take?

We asked respondents to estimate the end-to-end production time for six common content types — from data or brief in hand to final, approved asset ready for use. The results reveal a consistent pattern: scientific content takes far longer than most organisations budget for, and far longer than the pace of the science demands.

Content TypeAverage TimeFastest 10%Slowest 10%
Congress slide deck23 days8 days47 days
HCP-facing video32 days11 days68 days
Payer value dossier57 days22 days94 days
MSL presentation14 days4 days31 days
Disease education module19 days6 days41 days
Executive briefing document9 days2 days22 days

The variance between the fastest and slowest teams is particularly striking. The fastest 10% of respondents share several characteristics: smaller teams, clearer internal approval processes, and in most cases, some degree of templating or AI-assisted content creation already in place.

The slowest 10% share a different set of characteristics: multiple agency touchpoints, fragmented approval chains, and content briefs that are rewritten multiple times before production even begins.

Where Does the Time Actually Go?

When respondents were asked to break down where production time is spent, the results challenge some common assumptions about where the real bottleneck lies.

Internal briefing and alignment22%
First draft creation (internal or agency)31%
Internal review and revision cycles27%
Regulatory / MLR review12%
Final formatting and asset preparation8%

The finding that stops most pharma leaders in their tracks: regulatory and MLR review — the stage most commonly cited as the bottleneck — accounts for only 12% of total production time on average. The real time sink is in the three stages that precede it: alignment, creation, and revision.

"We always blamed MLR for everything being slow. When we actually tracked it, we realised MLR was taking four days. We were taking three weeks to get something to them that was good enough to submit."

— Head of Medical Affairs, top 10 global pharma company

Section 2: The Cost of Slow Content

The Agency Spend Problem

The majority of pharma companies continue to rely heavily on external medical communications agencies for content production. Our survey found that respondents' organisations spend an average of £340,000 per year on agency fees for what respondents themselves categorise as "standard" or "template-driven" content.

Company SizeAverage Annual Agency Spend
Top 20 global pharma£820,000
Mid-size pharma£290,000
Emerging / specialty pharma£95,000

When asked whether they believed this spend represented good value, only 31% of respondents said yes. The most common criticisms were:

  • Slow turnaround times despite high cost (67%)
  • Over-reliance on generic templates requiring significant reworking (54%)
  • Insufficient scientific understanding requiring extensive correction rounds (49%)
  • Inability to respond quickly to data updates or competitive developments (44%)

The Opportunity Cost Nobody Calculates

Agency fees are the visible cost. The invisible cost is the value of the engagement opportunities that slow content production causes teams to miss entirely.

74%

said a content bottleneck caused them to miss or significantly delay a meaningful engagement opportunity in the past 12 months

  • Congress & medical meetings — arriving without finished materials or presenting outdated data (61%)
  • HCP engagement windows — label updates and competitive events requiring rapid response (48%)
  • Payer submission deadlines — fixed formulary windows that cannot be extended (37%)
  • Internal stakeholder alignment — leadership briefings delayed due to content not being ready (29%)

"We had Phase III results that were genuinely differentiated. By the time we had the HCP materials ready, the competition had already been in front of our key accounts for three weeks telling a different story. We never fully recovered that ground in that quarter."

— Commercial Director, mid-size oncology company

The Hidden Internal Cost

Beyond agency fees and missed opportunities, there is a third cost category that receives almost no attention: the internal staff time consumed by content production.

The average respondent spends 14.3 hours per month on content production tasks — writing, reviewing, reformatting, chasing agencies, and correcting errors.

For a professional whose fully loaded cost is £80,000–£120,000 per year, that represents approximately £10,500–£15,750 of salary cost directed at content production each year — per person. Across a team of ten, that is over £100,000 per year before a single agency invoice is raised.

Section 3: The Quality Problem

The Translation Gap

Speed and cost are the most measurable dimensions. But our survey also surfaced a consistent and troubling finding about quality — specifically, the gap between the scientific rigour of the data and the quality of the content that reaches the audience.

19%

Rated their HCP content 'highly effective' at communicating scientific complexity

12%

Rated payer-facing content 'highly effective' at conveying the full value story

38%

Most common HCP feedback: content is 'too dense' or 'too technical'

29%

Most common payer feedback: content 'lacks clarity on comparative effectiveness'

"Our clinical team produces brilliant science. Then it goes into the content machine and comes out looking like every other pharma slide deck. The data deserves better than that."

— Medical Communications Manager, specialty pharma

The Update Burden

A frequently overlooked quality issue is the cost of keeping content current. The average time to update and re-approve a standard slide deck: 11 working days. For a video asset: 18 working days.

43% of respondents admitted to presenting audiences with content they knew was not fully current, because the update process takes too long.

Section 4: The AI Opportunity

Where Pharma Stands Today

Awareness of AI-powered content creation tools is near-universal — 97% of respondents are aware such tools exist. Actual adoption tells a very different story.

Meaningfully integrated AI14%
Experimented but not integrated31%
Planning to evaluate in next 12 months41%
No current plans14%

The gap between awareness and adoption is driven by consistent concerns:

  1. Scientific accuracy — concern about errors or misrepresentation (78%)
  2. Regulatory compliance — uncertainty about MLR standards (71%)
  3. Data security — concern about proprietary data (64%)
  4. Quality of output — scepticism about scientific and visual quality (58%)
  5. Organisational resistance — internal stakeholders not yet comfortable (43%)

What Early Adopters Are Experiencing

67%

Average reduction in content production time

54%

Average reduction in external agency spend

71%

Reported improvement in content quality satisfaction

89%

Improved ability to respond to competitive developments

"We used to spend six weeks building our congress package. We now do it in four days. That's not an exaggeration. The science hasn't changed — but the way we turn it into content has completely transformed."

— Head of Medical Communications, mid-size immunology company

The Three-Year Horizon

91% of all respondents — adopters and non-adopters alike — believe AI-powered content creation will be standard practice in pharma within three years. The implication is clear: this is not a question of whether pharma adopts AI. It is a question of which teams move first.

Section 5: What Best-in-Class Looks Like

Content as a strategic asset

The best teams have a dedicated owner for content strategy with clear standards, structured workflows, and defined quality benchmarks. Content is planned alongside the scientific process, not after it.

Eliminated agency dependency for standard content

The highest-performing teams still use agencies for complex creative work — not for producing slide decks from existing data. Standard content is produced in-house, faster, and at a fraction of the external cost.

Single source of truth

Rather than multiple versions proliferating across email chains and shared drives, best-in-class teams maintain a central, version-controlled content library ensuring every asset reflects the most current data.

AI as a first draft engine

The most successful AI adopters are clear: AI accelerates structurally sound, scientifically coherent first drafts. It does not replace scientific review, strategic judgment, or human expertise.

Measure content performance

Best-in-class teams track engagement — not just downloads, but time spent, questions asked, decisions influenced — creating a continuous improvement loop that compounds over time.

Section 6: The Benchmark Scorecard

Use the following scorecard to assess where your team sits relative to the benchmarks established in this report.

Content Speed

Congress deck in under 10 days3 pts
10–20 days2 pts
Over 20 days1 pt

Cost Efficiency

Agency spend under £100k/yr3 pts
£100k–£300k/yr2 pts
Over £300k/yr1 pt

Engagement Quality

Over 60% rated effective by audiences3 pts
30–60%2 pts
Under 30%1 pt

Update Agility

Update & re-approve in under 5 days3 pts
5–14 days2 pts
Over 14 days1 pt

AI Readiness

Meaningfully integrated AI3 pts
Actively evaluating2 pts
No current plans1 pt

13–15 points

Best-in-class

You are ahead of the market. Focus on maintaining your advantage.

9–12 points

Developing

Strong foundations but identifiable gaps. Prioritise lowest-scoring areas.

5–8 points

At risk

Your content process is a competitive liability. Urgent investment warranted.

Conclusions & Recommendations

The pharma content production challenge is not a niche operational issue. It is a strategic problem that affects commercial performance, HCP and payer engagement, and the ability of scientific teams to compete at the pace the market demands.

1. The bottleneck is not where most people think it is

Regulatory review accounts for only 12% of total production time. The real time sink is upstream — alignment, creation, and revision. Investment in accelerating these stages will deliver significantly greater returns.

2. The cost of the status quo is systematically underestimated

When agency fees, internal staff time, and missed engagement opportunities are added together, the true annual cost for a mid-size pharma company is typically in excess of £500,000 per year.

3. The window for first-mover advantage is open but closing

With 91% expecting AI to be standard within three years and only 14% having adopted it today, there is a significant and time-limited opportunity for teams that move now.

Our Three Recommendations

  1. Audit your actual production timeline across the five stages identified in this report. Track it for one month. You are likely to find the upstream stages consume more time than you realise.
  2. Calculate your true content cost — not just agency fees, but internal staff time and the value of the opportunities you have missed or delayed in the past 12 months.
  3. Evaluate purpose-built AI tools for pharma content production. General AI tools will not address your accuracy, compliance, or quality concerns. The right platform — one built specifically for scientific content — will.

About VarsaAI

VarsaAI is the AI content creation platform built exclusively for pharma and life sciences. It enables medical affairs, commercial, and market access teams to produce scientifically accurate presentations and video content in minutes — not weeks.

Teams using VarsaAI are producing congress decks, HCP videos, payer summaries, and MSL materials in a fraction of the time — without sacrificing the scientific credibility their audiences demand.

© 2026 VarsaAI. All rights reserved. This report may not be reproduced in whole or in part for commercial purposes without written permission.