Best-in-class collection
Records with the strongest visible evidence maturity.
Collections are ranked from visible agenda and source evidence.
This action-oriented convening in Public Sector / Policy / Civic shows 80 visible agenda rows from smartcityexpo.com and scores 51/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Evidence Maturity and Learning Transfer; the...
Source: smartcityexpo.com
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from aiforgood.itu.int and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and...
Source: aiforgood.itu.int
This broadcast-heavy conference in Technology / AI / Startup shows 71 visible agenda rows from hive2026.sched.com and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through...
Source: hive2026.sched.com
This broadcast-heavy conference in Technology / AI / Startup shows 50 visible agenda rows from aes2026automotiveaudio.sched.com and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are...
Source: aes2026automotiveaudio.sched.com
This action-oriented convening in Technology / AI / Startup shows 79 visible agenda rows from aes26.sched.com and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main limits are Follow Through and Participation...
Source: aes26.sched.com
This action-oriented convening in Technology / AI / Startup shows 46 visible agenda rows from ecesummit2027.sched.com and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and...
Source: ecesummit2027.sched.com
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from event.ascd.org and scores 52/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main limits...
Source: event.ascd.org
This showcase or expo program in Business / Finance / Marketing shows 27 visible agenda rows from informaconnect.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Problem Specificity; the main limits are Follow Through and...
Source: informaconnect.com
This action-oriented convening in Education / Training / Career shows 78 visible agenda rows from lfp.learningforward.org and scores 59/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Future-of-Work Fit...
Source: lfp.learningforward.org
This action-oriented convening in Trade Show / Expo shows 78 visible agenda rows from sophe2026.eventscribe.net and scores 56/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Participation Architecture; the...
Source: sophe2026.eventscribe.net
This mixed-format event agenda in Technology / AI / Startup shows 79 visible agenda rows from 2026badgesummit.sched.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow...
Source: 2026badgesummit.sched.com
This mixed-format event agenda in Technology / AI / Startup shows 30 visible agenda rows from hmpglobalevents.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow...
Source: hmpglobalevents.com
This broadcast-heavy conference in Education / Training / Career shows 38 visible agenda rows from olc.secure-platform.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main limits are Follow...
Source: olc.secure-platform.com
This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from learningtechnologies.co.uk and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are Follow...
Source: learningtechnologies.co.uk
This trade show expo agenda in Technology / AI / Startup shows 31 visible agenda rows from intelligentautomation-conference.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Future-of-Work Fit; the main limits are Follow Through...
This action-oriented convening in Unknown shows 52 visible agenda rows from nlbha.org and scores 57/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...
Source: nlbha.org
This action-oriented convening in Nonprofit / Social Impact shows 77 visible agenda rows from peakgrantmaking.org and scores 54/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main...
Source: peakgrantmaking.org
This applied learning or working session in Technology / AI / Startup shows 32 visible agenda rows from chiefexecutive.net and scores 51/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Participation...
Source: chiefexecutive.net
This action-oriented convening in Academic / Research / Science shows 57 visible agenda rows from pulmonologyconference.com and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Evidence Maturity; the main limits are Network...
Source: pulmonologyconference.com
This broadcast-heavy conference in Culture / Media / Festival shows 49 visible agenda rows from convention.bio.org and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and...
Source: convention.bio.org
This broadcast-heavy conference in Technology / AI / Startup shows 38 visible agenda rows from datacenterworld.com and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through...
Source: datacenterworld.com
This broadcast-heavy conference in Technology / AI / Startup shows 38 visible agenda rows from datacenterworld.com and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through...
Source: datacenterworld.com
This action-oriented convening in Health / Wellness / Sports shows 69 visible agenda rows from public-health.magnusconferences.com and scores 39/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Personalization; the main limits are Follow Through...
This action-oriented convening in Health / Wellness / Sports shows 80 visible agenda rows from aacom.org and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Problem...
Source: aacom.org
This action-oriented convening in Technology / AI / Startup shows 23 visible agenda rows from euromlsys.eu and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through...
Source: euromlsys.eu
This technology ai startup agenda in Technology / AI / Startup shows 30 visible agenda rows from qdb-workshop.github.io and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow...
Source: qdb-workshop.github.io
This action-oriented convening in Technology / AI / Startup shows 24 visible agenda rows from aiforgood.itu.int and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through...
Source: aiforgood.itu.int
This action-oriented convening in Nonprofit / Social Impact shows 80 visible agenda rows from aspeninstitute.org and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and...
Source: aspeninstitute.org
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from iicahhawaii.iafor.org and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through...
Source: iicahhawaii.iafor.org
This action-oriented convening in Technology / AI / Startup shows 37 visible agenda rows from hlth.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and Problem Specificity....
Source: hlth.com
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from cisoforum.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main limits are Follow Through and Network Design....
Source: cisoforum.com
This action-oriented convening in Nonprofit / Social Impact shows 80 visible agenda rows from aspeninstitute.org and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Personalization; the main limits are Follow Through and Learning...
Source: aspeninstitute.org
This action-oriented convening in Education / Training / Career shows 22 visible agenda rows from publiccharters.org and scores 29/100: a weak visible outcome architecture. The clearest public signals sit in Evidence Maturity and Problem Specificity; the main limits are Follow Through and Learning...
Source: publiccharters.org
This relationship-building convening in Nonprofit / Social Impact shows 22 visible agenda rows from events.scale-community.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Network Design and Evidence Maturity; the main limits are Follow Through and...
Source: events.scale-community.com
This public sector policy civic agenda in Health / Wellness / Sports shows 56 visible agenda rows from national.risehealth.org and scores 58/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and...
Source: national.risehealth.org
This applied learning or working session in Technology / AI / Startup shows 48 visible agenda rows from changeconference.com.au and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and...
Source: changeconference.com.au
This broadcast-heavy conference in Business / Finance / Marketing shows 80 visible agenda rows from wc.iabc.com and scores 51/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main...
Source: wc.iabc.com
This relationship-building convening in Technology / AI / Startup shows 63 visible agenda rows from executiveplatforms.com and scores 50/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Network Design; the...
Source: executiveplatforms.com
This action-oriented convening in Trade Show / Expo shows 80 visible agenda rows from sophe2026.eventscribe.net and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Evidence Maturity; the main limits are Follow Through and...
Source: sophe2026.eventscribe.net
This action-oriented convening in Trade Show / Expo shows 80 visible agenda rows from sophe.org and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Personalization....
Source: sophe.org
This applied learning or working session in Education / Training / Career shows 80 visible agenda rows from devlearn.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are...
Source: devlearn.com
This broadcast-heavy conference in Business / Finance / Marketing shows 38 visible agenda rows from destinationsinternational.org and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are...
Source: destinationsinternational.org
This applied learning or working session in Technology / AI / Startup shows 50 visible agenda rows from data-fm-iclr2026.github.io and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main...
Source: data-fm-iclr2026.github.io
This applied learning or working session in Education / Training / Career shows 24 visible agenda rows from aesop-planning.eu and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits...
Source: aesop-planning.eu
This relationship-building convening in Education / Training / Career shows 48 visible agenda rows from wls.tcnj.edu and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Personalization and Future-of-Work Fit; the main limits are Follow Through...
Source: wls.tcnj.edu
This broadcast-heavy conference in Public Sector / Policy / Civic shows 80 visible agenda rows from ncsl.org and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and...
Source: ncsl.org
This relationship-building convening in Education / Training / Career shows 24 visible agenda rows from aesop-planning.eu and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow...
Source: aesop-planning.eu
This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from conference.iste.org and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Evidence Maturity; the main limits are Follow Through...
Source: conference.iste.org
This relationship-building convening in Technology / AI / Startup shows 31 visible agenda rows from qconlondon.com and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...
Source: qconlondon.com
This broadcast-heavy conference in Technology / AI / Startup shows 46 visible agenda rows from cdao-mel.coriniumintelligence.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow...
This broadcast-heavy conference in Business / Finance / Marketing shows 25 visible agenda rows from bankinnovation-me.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and...
Source: bankinnovation-me.com
This applied learning or working session in Technology / AI / Startup shows 23 visible agenda rows from future-of-event-detection.github.io and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the...
This applied learning or working session in Technology / AI / Startup shows 24 visible agenda rows from strl-workshop.github.io and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main...
Source: strl-workshop.github.io
This applied learning or working session in Technology / AI / Startup shows 20 visible agenda rows from papoc-workshop.github.io and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main...
Source: papoc-workshop.github.io
This action-oriented convening in Unknown shows 80 visible agenda rows from humanx.co and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and Participation Architecture....
Source: humanx.co
This applied learning or working session in Education / Training / Career shows 31 visible agenda rows from aesop-planning.eu and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits...
Source: aesop-planning.eu
This action-oriented convening in Technology / AI / Startup shows 21 visible agenda rows from date-conference.com and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Network...
Source: date-conference.com
This action-oriented convening in Nonprofit / Social Impact shows 23 visible agenda rows from 2025conference.siesociety.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow...
Source: 2025conference.siesociety.org
This mixed-format event agenda in Unknown shows 80 visible agenda rows from xcdsystem.com and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network Design....
Source: xcdsystem.com
This relationship-building convening in Unknown shows 37 visible agenda rows from amo.on.ca and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and Personalization....
Source: amo.on.ca
The site is built for readers first: plain terms, source links, visible limitations, and role-specific next steps.
Source pages or agenda slices captured from public event sites. One large event may produce several records.
Deduplicated clusters that gather related agenda, day, track, session, and source pages for one event.
The Gathering Effectiveness Score: a strict 0-100 public-evidence reading of visible outcome architecture, not an award or causal proof claim.
The source URL is the evidence trail. Open it before using a record for decisions, sponsorship, research, or comparison.
The same corpus answers different questions depending on whether you own, fund, design, sponsor, or package events.
Benchmark the agenda before the budget is locked.
SponsorsROIInspect whether the agenda creates qualified movement, not just visibility.
Event designersDesignTurn passive blocks into participant work and proof loops.
CEOsFundRequire outcomes, owners, and follow-through before another big room.
Data partnersDataTurn public event listings into agenda intelligence.
Records with the strongest visible evidence maturity.
By public corpus fields: scores, mechanisms, quality tiers, and agenda evidence flags.