Data Conference Databasea Query.Farm index

Corporate communication index

How often each company is on stage at data conferences, whether that is rising or falling, and whether it rests on one person or many. Talks at a company's own conferences don't count (AWS at re:Invent, Databricks at Data + AI Summit), so this measures presence on the wider circuit.

Most talks, past 12 months

#CompanyTalksSpeakersConferencesVoices, 24 monthsTalks 2025 → 2026comparable conferences
1Microsoft36625866Many voices top: Bob Ward 2%214 → 233 +9%
2Amazon Web Services28423861Many voices top: Robert Treat 2%146 → 213 +46%
3Google27223065Many voices top: Matt Cornillon 2%103 → 151 +47%
4IBM11810627Many voices top: Mingxuan Zhao 3%39 → 66 +69%
5Meta10910225Many voices top: Amit Dutta 2%119 → 54 −55%
6EDB895225Many voices top: Bruce Momjian 10%69 → 79 +14%
7NVIDIA887529Many voices top: Katrina Riehl 3%60 → 41 −32%
8Percona875513Many voices top: Peter Zaitsev 12%22 → 33 +50%
9OpenAI766424Many voices top: Bohan Zhang 3%26 → 40 +54%
10Databricks726335Many voices top: Frank Munz 3%49 → 58 +18%
11Snowflake715736Many voices top: Russell Spitzer 6%56 → 48 −14%
12Anthropic695716Many voices top: David Soria Parra 7%13 → 14 +8%
13Posit62508Many voices top: Jeroen Janssens 5%50 → 55 +10%
14Salesforce605920Many voices top: Rajkumar Irudayaraj 3%17 → 39 +129%
15Red Hat524717Many voices top: Cedric Clyburn 6%12 → 25 +108%
16Oracle504620Many voices top: Frédéric Descamps 4%25 → 31 +24%
17Redgate461915Many voices top: Grant Fritchey 35%15 → 39 +160%
18Neo4j452816Many voices top: Stephen Chin 16%6 → 18 +200%
19Astronomer44368Many voices top: Kenten Danas 6%39 → 42 +8%
20Datadog433719Many voices top: Julien Le Dem 13%12 → 21 +75%
21Fivetran393311Many voices top: David Hrncir 8%25 → 32 +28%
22Netflix363411Many voices top: Sujay Jain 3%24 → 11 −54%
23Deloitte35349Many voices top: Elisabeth L'Orange 3%24 → 20 −17%
24ClickHouse352319Many voices top: Kevin Biju 8%15 → 29 +93%
25Capital One34318Many voices top: Jeff Chou 5%26 → 17 −35%
26JPMorgan Chase343417Many voices top: Chuxin Liu 3%14 → 14 0%
27LSEG333014Many voices top: Debbie Lawrence 7%7 → 14 +100%
28AMD322410Many voices top: Alastair Richardson 13%22 → 26 +18%
29Alibaba Cloud312913Many voices top: Xintong Song 5%8 → 15 +88%
30SAP313013Many voices top: Niclas Schlautkoetter 5%20 → 22 +10%
31Accenture272710Many voices top: Ajali Sen 4%18 → 18 0%
32Hugging Face272110Many voices top: Ben Burtenshaw 8%5 → 12 +140%
33Uber262612Many voices top: Jamieson Leibovitch 4%16 → 6 −62%
34Booking.com262512Many voices top: Abhro Bhaduri 4%10 → 16 +60%
35Adobe262413Many voices top: Arushi Garg 5%7 → 11 +57%
36Arize AI25153Many voices top: Aparna Dhinakaran 20%2 → 1
37CYBERTEC25812Many voices top: Pavlo Golub 28%24 → 23 −4%
38PwC24239Many voices top: Abbas Mooraj 5%4 → 11 +175%
39Cloudera242113Many voices top: David Dichmann 9%4 → 15 +275%
40LinkedIn23217Many voices top: Karthik Ramgopal 5%18 → 16 −11%
41Intel23219Many voices top: Joshua Segovia 7%21 → 14 −33%
42Morgan Stanley232211Many voices top: Sophie Beland 7%7 → 10 +43%
43Informatica23188Many voices top: Rajeev Srinivasan 9%11 → 13 +18%
44EY22226Many voices top: Ed Bobrin 5%19 → 20 +5%
45Siemens222213Many voices top: Marcin Nizinski 5%8 → 16 +100%
46S&P Global Market Intelligence211910Many voices top: Aditya Sharma 11%10 → 12 +20%
47Qlik21198Many voices top: Kyle Jourdan 9%8 → 14 +75%
48Actian2148Many voices top: Emma McGrattan 37%5 → 15 +200%
49Fujitsu201510Many voices top: Tim Steward 11%22 → 19 −14%
50Xebia20125Many voices top: Allen Conway 17%3 → 7 +133%

Bar: the busiest person's share of the company's talks over 24 months. A short bar means many people share the stage.

Speaking more in 2026

Talks on conferences comparable in both years; up at least 25% and by at least 3 talks.

Company20252026Change
Cloudera415▲ +275%
SAS415▲ +275%
Canva310▲ +233%
Tabular Editor310▲ +233%
Neo4j618▲ +200%
Actian515▲ +200%
CDW412▲ +200%
EPAM39▲ +200%
Conduktor39▲ +200%
PwC411▲ +175%
Thoughtworks38▲ +167%
Redgate1539▲ +160%
Dataiku513▲ +160%
TNG513▲ +160%
ThoughtSpot513▲ +160%

Speaking less in 2026

Same rules; down at least 25% and by at least 3 talks.

Company20252026Change
NovaSparks80▼ −100%
GetInData70▼ −100%
data.world70▼ −100%
nao Labs60▼ −100%
Nutanix50▼ −100%
Dagster Labs50▼ −100%
ConocoPhillips50▼ −100%
Timebeat50▼ −100%
Okta91▼ −89%
Crunchy Dataacquired by Snowflake, Jun 202591▼ −89%
Evidi71▼ −86%
ING61▼ −83%
Tencent61▼ −83%
Credit Karma61▼ −83%
PayPal51▼ −80%

One-person shows

Companies with at least 5 talks in 24 months where one person gave 60% or more of them. If that person moves on, so does the company's stage presence.

How this is measured
  • Talks: one per person per event, at events held in the past 12 months. The ranking uses this.
  • Voices: over 24 months, from the share of the company's talks each person gave. One voice: one person gave 60% or more. A few voices: the talks are concentrated in fewer than three people's worth (effective number of speakers, 1 ÷ Σ share², under 3). Many voices: everything else.
  • 2025 → 2026: talks in each calendar year, counted only on the 120 conferences with speaker lists in both years, this year's list at least half the size of last year's, and no event still to come this year. Speaker lists have grown more complete over time, so raw counts would show almost everyone rising. Change is shown when the company had at least 3 such talks last year.
  • Talks at a company's own conferences are left out (57 vendor and cloud conferences matched to their host company), as are universities, government and nonprofits, and media and community organisations.
  • Affiliations are as printed on each program, so a speaker who changed jobs counts for each employer in turn.