Data Conference Databasea Query.Farm index
Companies

Improving

Product category (jev): unsure; best guess “Not a vendor” at 48% confidence, so it isn't used in filters or charts
Org type (jev): unsure; best guess “Other” at 38% confidence
Also listed as: Improving - Atlanta · Improving Atlanta · Improving Enterprises · Improving Pune (Infracloud) · Improving-Atlanta
Conferences sponsored3
Events sponsored9
Speaker slots2714 distinct people
Conferences present at5sponsor or speaker
Years active2019–2026

Circuit mix

Where Improving 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

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.

  • Platinum
  • Silver
  • Other / unlabeled

Where they've grown or pulled back

UpSponsored 2 conferences in 2026, up from 1 in 2022.

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 1

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. Hydrate Technologies LLC0.89
  2. P3 Adaptive0.89
  3. Desert Isle Group0.88
  4. RADACAD0.88
  5. Centric Consulting0.86
  6. Denny Cherry & Associates Consulting0.86
  7. Wolters Kluwer0.82
  8. Data Mozart0.80

12 Cluster: SQLSaturday · PASS Data Community Summit circuit →

Often sponsors alongside

Companies that sponsored the same events, by number of shared events (out of 9 this company sponsored).

Neighborhood: companies with nearby conference footprints

Improving (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.

ImprovingP3 AdaptiveProfiseeDesert Isle GroupRADACADFiservDenny Cherry & Associates ConsultingProgressive Insurance CompanyInsightWolters KluwerCentric ConsultingPower BI SentinelData MozartCatallaxy Services, LLCSentryOneMelissaOctopus DeployIdera3CloudRubrikHylandFortifiedNeudesicSolisyonExcellaSolarWindsTimeXtenderSHI International CorpErland Sommarskog SQL-Konsult ABdbWatch
ImprovingHydrate Technologies LLCP3 AdaptiveProfiseeRADACADFiservInsightWolters KluwerCentric ConsultingData MozartCatallaxy Services, LLCSentryOneMelissaOctopus DeployIdera3CloudRubrikHylandFortifiedNeudesicSolisyonExcellaSHI International CorpdbWatch

Sponsorships 9

EventDatePlaceTier as listedNormalized tier
SQLSaturday Atlanta AI & BI #1127Mar 21, 2026Alpharetta, United StatesPlatinum Platinum
FABCON & SQLCON 2026 (Microsoft Fabric Community Conference + SQLCON), AtlantaMar 16–20, 2026Atlanta, United StatesSilver Silver
Current New Orleans 2025Oct 29–30, 2025New Orleans, United StatesAI Pioneers Other
Microsoft Fabric Community Conference 2025 (FabCon Las Vegas)Mar 29, 2025 – Apr 3, 2025Las Vegas, United StatesExhibitor Other
SQLSaturday Atlanta AI & BI #1102Mar 8, 2025Alpharetta, United StatesPlatinum Platinum
SQLSaturday Atlanta BI & Data Analytics #1071Feb 10, 2024Alpharetta, United StatesPlatinum Platinum
Current 2022: The Next Generation of Kafka SummitOct 4–5, 2022Austin, United StatesSilver Sponsors Silver
SQLSaturday Atlanta #845May 18, 2019Atlanta, United StatesPlatinum Sponsor Platinum
SQLSaturday Cleveland #821Feb 2, 2019Cleveland, United StatesSilver Sponsor Silver

Speakers 27

SpeakerEventRoleTalkLinks
Michael Perry7th Annual MLOps World | GenAI Summit 2026workshopBuild Your Own Software Factory: Customized AI-Assisted Development—
Mike DiehlFabCon Europe 2026speakerFrom Bronze to Business Value Faster with Materialized Lakehouse Views—
Oshi GuptaMCP Dev Summit Mumbai 2026speakerClosing the AuthZ Gap in MCP: Policy-Driven Tool Invocation Control - Oshi Gupta, Infracloud Technologies—
Sonali SrivastavaMCP Dev Summit Mumbai 2026speakerClosing the AuthZ Gap in MCP: Policy-Driven Tool Invocation Control - Oshi Gupta, Infracloud Technologies—
Kevin JourdainSQLSaturday Atlanta AI & BI #1127—Don't Be MAD: Vibe Coding is Over—
Preston MesarveySQLSaturday Atlanta AI & BI #1127—Building a Modern Data Vault on Snowflake with dbt & AutomateDV—
Tim RayburnSQLSaturday Atlanta AI & BI #1127—The Judgment Gap: Why AI Adoption Without Verification Is Worse Than No AI At All—
Mike DiehlFABCON & SQLCON 2026 (Microsoft Fabric Community Conference + SQLCON), AtlantaspeakerFabric Development: Repos, Collaboration and Deployments—
Chandan DuttaSQLSaturday South Florida #1116—Building CI/CD pipeline using Databricks Asset Bundles—
Preston MesarveySQLSaturday Jacksonville #1103—Modern Data Quality Practices For Your Data Estate—
Mike DiehlMicrosoft Fabric Community Conference 2025 (FabCon Las Vegas)speakerUsing SQL database Projects in SQL Server Data Tools—
Chandan DuttaSQLSaturday Atlanta AI & BI #1102—Databricks Unity Catalog - Data Governance and lot more—
Preston MesarveySQLSaturday Atlanta AI & BI #1102—Modern Data Quality Practices For Your Analytics Environment—
Preston MesarveySQLSaturday Atlanta AI & BI #1102—Raffles & Closing @ Auditorium—
Preston MesarveySQLSaturday Jacksonville #1068—Modeling & Transforming Data Using DBT—
Mark RunyonSQLSaturday Atlanta #1072—Elevating Your Career into IT Leadership—
Mark RunyonSQLSaturday Atlanta BI & Data Analytics #1071—Elevating Your Career into IT Leadership—
Matt QuinnSQLSaturday Atlanta BI & Data Analytics #1071—Exploring Snowflake: A Guide for PowerBI Professionals—
Preston MesarveySQLSaturday Atlanta BI & Data Analytics #1071—Modeling & Transforming Data Using DBT—
Rich McCrawSQLSaturday Atlanta BI & Data Analytics #1071—How Data is Used and Stored in Modern AI Models—
Preston MesarveySQLSaturday Jacksonville #1022—Data Governance 101—
Ed WatsonSQLSaturday Nashville #933—The Psychology of Better Power BI Reporting—
Ed WatsonSQLSaturday Charlotte #918—The Psychology of Better Power BI Reporting—
Ed WatsonSQLSaturday Atlanta #845—A Beginner's Guide to Power BI—
Jeremy EdmondsonSQLSaturday Atlanta #845—What is CosmosDB and should I care about it?—
Nathan BosterSQLSaturday Atlanta #845—Turbo-charging SSMS for Beginners—
Preston MesarveySQLSaturday Atlanta #845—Evolving Your BI Environment From SSRS To Power BI—