Education
Which Companies Offer Conference Intelligence Platforms With Real-Time Analytics?
"Real-time" is one of those words every vendor uses but only a few define. To one company it means a live feed during a session; to another, a brief summary a few hours after the discussion. For a pharma team at ASH, EHA or ASCO the gap matters, because what the team learns on day one can change how it spends day two. This blog looks at which companies offer conference intelligence platforms with real-time analytics for pharma, what each one says its product does, and where ConfXcel stands.
ConfXcel Team·2 Nov 2026· 8 min read
What real-time means in practice?
Most conference analytics platforms use the term loosely, so the vendor’s own definition is the one to go by. Some describe updates within a couple of hours of a session ending. Others talk about planners delivered within a day, and a few say insight arrives while the congress is still running. Those are different promises, and a team that plans its coverage around one will be annoyed to find it bought another.
Small teams feel this most. A congress runs sessions in parallel, and a few people can’t sit in every room, so how quickly a tool hands back usable notes changes what the team can do on the day. The descriptions below come from the vendors’ own public pages, so read them as claims, not test results.
Conference intelligence vendors for pharma
Five other companies sell tools aimed at pharma congress work. The order below isn’t a ranking.
Evalueserve (Insightsfirst)
Evalueserve’s Insightsfirst listing describes near-real-time, AI-enabled coverage of oral sessions. The coverage mixes virtual and on-the-ground work, and one of its case studies mentions email alerts going to stakeholders on a near-real-time basis.
Some of the output comes from Evalueserve’s own domain experts, so part of the work is done by people, not the conference intelligence software alone.
Larvol (CONF)
Larvol CONF builds planners that sort abstracts, posters and presentations by disease, product and mechanism of action. Its official page describes updated planners and 36-hour planner delivery. Larvol sells other products too, including tools for tracking KOL activity, which may matter if you only want something for congresses.
Virtual Science AI (Medical Congress AI)
This one launched in 2026. Medical Congress AI is a conversational AI tool that captures and analyzes insights from conversations at medical congresses, and Virtual Science AI says it delivers real-time intelligence during and after the event. The company also says it connects those insights to data a client already holds.
ZoomRx (Ferma Congress)
Ferma Congress starts with planning, using custom planners built around each team’s strategic focus. ZoomRx says its auto-generated one-click summaries are available on the Ferma portal within four hours of a session. It also describes an Insights module that it says delivers real-time, tailored answers to a team’s key questions..
Definitive Healthcare (Monocl Conferences)
Monocl Conferences is a dashboard-led product. It shows the share of voice for you and your competitors across a conference program, surfaces conference focus areas, and lets you compare against earlier years. Definitive talks about insight before, during and after an event.
Where ConfXcel fits?
ConfXcel is built for pharma teams covering congresses, and it starts the way those teams do, with a plan. The planner filters sessions by indication, AI scoring ranks them by likely relevance, and late-breaking abstracts are taken into the planner so they don’t get missed. Sessions can be assigned to team members before the meeting begins.
During the congress, the team uploads what it has: audio, presentations, notes and media. Processing can begin as soon as the material is in. Therefore, summaries, key insights, topics and sentiment are derived from audio transcription. The team can also review and edit supported summaries and insights before using or sharing them. Sentiment describes the tone of the session content, so use it as a prompt to take a closer look.
On the competitive side, ConfXcel records the study sponsor separately from the company associated with the drug or asset, and a competitors page shows each company’s activity at the congress. A Brand Share view shows each company’s share of congress activity in your therapy areas, which makes your own presence easy to see next to competitors’. For key opinion leaders, it counts how often each one presents, with the sessions behind every count.
After the congress, ConfXcel supports day-level and post-conference reports for internal sharing, alongside Excel export of planner data. Client data is separated through access controls, with administrator audit logging and a design intended to support GDPR-compliant processing.
Booth insights with floor plans and media and coverage tracking are included too, though floor plans and exhibitor material need to be supplied for the conference. The AI assistant answers using conference data and authorized context, including supplied client materials.
Comparison Among the Providers
Provider | Source material | Deliverable | Vendor-stated timing | Human involvement |
Evalueserve (Insightsfirst) | Sessions, exhibition halls and KOL conversations | Recordings, transcripts, summaries, highlights, trends and email alerts | Near-real-time; says it processes a 60-minute session in 20 minutes | Experts cover the conference, on the ground or virtually |
Larvol (CONF) | Abstracts, posters and presentations | A customized planner on an online platform | Updated planners within 36 hours of data release | Not publicly specified |
Virtual Science AI (Medical Congress AI) | Conversations your own staff have at the congress | Insights from those conversations, sent the same day | Real-time during and after the event | Your staff capture the insights |
ZoomRx (Ferma Congress) | Abstracts, posters and decks, plus transcripts where available | A prioritized planner, one-click summaries and an Insights module | AI summaries within four hours of a session | The planner is manually reviewed and QC’d |
Definitive Healthcare (Monocl Conferences) | Program data, expert profiles and abstract links | A dashboard with share of voice, focus areas and year-over-year comparisons | Not publicly specified | Not publicly specified |
ConfXcel | Transcripts from audio your team uploads, plus presentations, notes and media | A planner, summaries, key insights, topics, sentiment, competitor and KOL views, and reports | Processing can begin once material is uploaded, including during the congress | Your team reviews and edits supported outputs. |
How to compare conference intelligence platforms with real-time analytics
- Start with time. Ask each vendor how many hours pass between a session ending and something your team can use, and ask to see it on a real congress if they can. When you’re weighing real-time conference analytics software, that one number tells you more than a feature list does.
- Look at where the material comes from. Some products rely on analysts in the room, some on uploaded files, some on conversations captured on the floor. Each has strengths and each has blind spots. A product built on uploads can’t cover a session nobody recorded, and a product built on analysts depends on who they sent.
- Find out who checks the output. AI summaries in pharma get read by people who will act on them, so ask whether your team can review and edit before anything is shared, and whether an insight can be traced to the session behind it.
- Ask about data handling: whether client data is kept separate, who has access, and how consent and retention are managed. These are easier to raise before signing than after. Put the same questions to every one of the conference intelligence vendors on your list and write down the answers. The differences tend to show up there.
Related Articles
Final Thoughts
Several companies offer conference intelligence platforms with real-time analytics, and the phrase stretches from a few hours’ turnaround to live capture of conversations. The ideal option for your team depends on how it covers a congress: the total number of attendees, what they bring back, and how fast the answers have to arrive. It is important to consider each claim a time-based promise and have the vendor validate it.
If you’d like to see how ConfXcel handles your congress material, contact us!
Frequently Asked Questions
1. Which companies offer conference intelligence platforms with real-time analytics?
Evalueserve, Larvol, Virtual Science AI, ZoomRx and Definitive Healthcare all sell congress tools for pharma, and the first four describe real-time or near-real-time features. ConfXcel supports processing during the congress. For audio, the team uploads the recording and starts transcription.
2. What does real-time mean for a conference intelligence platform?
There’s no standard, and vendors use the word for three different things: how fast a planner is ready, how fast a session becomes a summary, and how fast a conversation becomes an insight. Larvol says updated planners arrive within 36 hours of data release. ZoomRx says its AI summaries are available within four hours of a session.
Virtual Science AI says insights from conversations go out the same day. When you compare vendors, measure from the moment the source is available to the moment your team has something usable. For ConfXcel, processing can begin once material is uploaded, including during the congress, so turnaround depends on what’s uploaded and the processing workflow.
3. Does ConfXcel work during the congress?
Yes. Processing can begin once material is uploaded, including during the congress. Transcripts come from audio the team uploads.
4. Can the team check where an insight came from?
Yes. Every insight is saved against its source sessions, and the team can review and edit supported summaries and insights before using or sharing them.
5. Who uses these platforms in pharma?
Medical affairs, competitive intelligence and commercial teams covering medical congresses such as ASH, EHA and ASCO.
Confxcel Congress Coverage Conference Intelligence Real-time Analytics Competitive Intelligence