Data Conference Databasea Query.Farm index
Companies

HumanSignal

Product category (jev): unsure; best guess “GenAI & LLMs” at 39% confidence, so it isn't used in filters or charts
Org type (jev): Software vendor 78% confident
Conferences sponsored5
Events sponsored6
Speaker slots32 distinct people
Conferences present at5sponsor or speaker
Years active2023–2026

Circuit mix

Where HumanSignal shows up, by circuit. Each event counts once: 2 if it sponsored, 1 if it only had speakers. Hover a segment for the conference.

Presence by conference and year

Each cell is one conference in one year. Fill shows the company sponsored, shaded by its best tier that year; a dot means it had speakers there. Hover for details; click to open the event.

  • Title
  • Platinum
  • Gold
  • Silver
  • Bronze
  • Other / unlabeled tier
  • Had speakers
Conference2019202020212022202320242025202620272028
PyData
MLOps World (Machine Learning in Production)
AI Engineer (World's Fair, Summit and regional editions)
ODSC (Open Data Science Conference)
PyTorch Conference

Activity by year

Three measures on one year axis; each panel has its own scale. 2027, 2028 is still mostly ahead, so its bars are faded and incomplete.

Conferences present at

Distinct conferences each year, split by whether the company sponsored or only had speakers there.

  • Sponsored
  • Speakers only

Distinct speakers

People from this company on a program that year, each counted once.

Sponsorships by tier

Sponsorship rows per year (one per event and listing), stacked by normalized tier.

  • Gold
  • Silver
  • Bronze
  • Other / unlabeled

Where they've grown or pulled back

DownSponsored 1 conference in 2026, down from 2 in 2023.

Counted per conference. 2026 is the latest year whose conferences have mostly happened. Tiers use the best tier each year; swatches show the path, oldest first. A conference counts as pulled out only when a later event published a complete sponsor list, since most events don’t say whether their list is complete.

New 3

First sponsored in 2025 or later.

Once or on and off 2

No clear direction, or a gap we can’t confirm because later sponsor lists are incomplete.

Lookalikes

Companies with the most similar conference footprint: they sponsor and speak at the same conferences. Bars are cosine similarity, from 0 (nothing shared) to 1 (identical).

  1. Union.ai0.78
  2. Arize AI0.75
  3. Outerbounds0.75
  4. XetHub0.75
  5. Iterative0.72
  6. WhyLabs0.70
  7. Agnostiq (Covalent)0.68
  8. Qwak0.64

8 Cluster: PyData · posit::conf circuit →

Often sponsors alongside

Companies that sponsored the same events, by number of shared events (out of 6 this company sponsored).

CompanyShared eventsShare
Google467%
Microsoft467%
O'Reilly350%
Weights & Biases350%
Arize AI233%
Cloud Native Computing Foundation233%
Coiled233%
Elastic233%
Explosion233%
Hopsworks233%
JFrog233%
Taipy233%
TrueFoundry233%
Adyen117%
AG2117%

Neighborhood: companies with nearby conference footprints

HumanSignal (ringed) and the 30 companies closest to it on the company map. Close together means they sponsor and speak at many of the same conferences. Distances are only meaningful locally; the axes have no meaning. Dot size: conferences present at. Color: cluster.

HumanSignalOuterboundsUnion.aiAgnostiq (Covalent)IterativeLightning AIXetHubCentMLTenstorrentRunhouseFeatureformFennelWhyLabsCrewAIPachydermAporialakeFSTrueFoundryDelta LakeIguazioPyTorchZerveValohaiArcade.devOcado TechnologyExpansoTELUSCharles SchwabQwakSeldon
HumanSignalOuterboundsUnion.aiAgnostiq (Covalent)IterativeLightning AIXetHubCentMLTenstorrentRunhouseFeatureformFennelWhyLabsCrewAIPachydermAporialakeFSTrueFoundryDelta LakeIguazioPyTorchZerveValohaiArcade.devOcado TechnologyExpansoTELUSCharles SchwabQwakSeldon

Sponsorships 6

EventDatePlaceTier as listedNormalized tier
PyTorch Conference Europe 2026Apr 7–8, 2026Paris, FranceBronze Bronze
ODSC AI West 2025Oct 28–30, 2025Burlingame, United StatesPartner (untiered) Unlabeled
6th Annual MLOps World | GenAI Summit 2025Oct 8–9, 2025Austin, United StatesSilver Sponsors Silver
PyData NYC 2023Nov 1–3, 2023New York, United StatesGold Gold
AI Engineer Summit 2023Oct 8–10, 2023San Francisco, United StatesCommunity Sponsors Community
PyData Amsterdam 2023Sep 14–16, 2023Amsterdam, NetherlandsSilver Sponsors Silver

Speakers 3

SpeakerEventRoleTalkLinks
Micaela Kaplan6th Annual MLOps World | GenAI Summit 2025speakerFrom Benchmarks to Reality: Embedding HITL in Your MLOps Stack—
Micaela Kaplan6th Annual MLOps World | GenAI Summit 2025lightningWhy GenAI Still Needs Humans in the Loop—
Chris HogePyData NYC 2023tutorialBuilding an Expert Question/Answer Bot with Open Source Tools and LLMsVideo