Best-in-class collection
Events with the strongest visible follow-through signals.
Collections are ranked from visible agenda and source evidence.
This action-oriented convening in Technology / AI / Startup shows 73 visible agenda rows from agisconference2026potsdam.sched.com and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Personalization; the main limits are...
This action-oriented convening in Technology / AI / Startup shows 61 visible agenda rows from nwtuneup2026.sched.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Network Design and...
Source: nwtuneup2026.sched.com
This action-oriented convening in Technology / AI / Startup shows 46 visible agenda rows from cfs2026.sched.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Follow Through; the main limits are Network Design and Participation...
Source: cfs2026.sched.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 Nonprofit / Social Impact shows 35 visible agenda rows from massenergize.org and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Network Design and Participation Architecture; the main limits are Follow Through...
Source: massenergize.org
This action-oriented convening in Nonprofit / Social Impact shows 35 visible agenda rows from massenergize.org and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Network Design and Participation Architecture; the main limits are Follow Through...
Source: massenergize.org
This action-oriented convening in Technology / AI / Startup shows 48 visible agenda rows from cvpr.thecvf.com and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Problem...
Source: cvpr.thecvf.com
This action-oriented convening in Public Sector / Policy / Civic shows 72 visible agenda rows from smartcityexpo.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 Participation...
Source: smartcityexpo.com
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 action-oriented convening in Nonprofit / Social Impact shows 28 visible agenda rows from philanthropynewyork.org and scores 50/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning...
Source: philanthropynewyork.org
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from pycon-archive.python.org 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: pycon-archive.python.org
This action-oriented convening in Education / Training / Career shows 78 visible agenda rows from asplos-conference.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...
Source: asplos-conference.org
This action-oriented convening in Nonprofit / Social Impact shows 22 visible agenda rows from philanthropynewyork.org and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are...
Source: philanthropynewyork.org
This action-oriented convening in Academic / Research / Science shows 76 visible agenda rows from vldb.org and scores 46/100: 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: vldb.org
This action-oriented convening in Academic / Research / Science shows 24 visible agenda rows from robotics-workshop.github.io and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits...
Source: robotics-workshop.github.io
This action-oriented convening in Academic / Research / Science shows 63 visible agenda rows from meetings.informs.org 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...
Source: meetings.informs.org
This action-oriented convening in Technology / AI / Startup shows 53 visible agenda rows from eucyberact.org and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Participation...
Source: eucyberact.org
This action-oriented convening in Technology / AI / Startup shows 53 visible agenda rows from cvpr.thecvf.com and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are...
Source: cvpr.thecvf.com
This action-oriented convening in Technology / AI / Startup shows 57 visible agenda rows from informaconnect.com and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Participation...
Source: informaconnect.com
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 action-oriented convening in Academic / Research / Science shows 32 visible agenda rows from roboticsconference.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are...
Source: roboticsconference.org
This action-oriented convening in Technology / AI / Startup shows 26 visible agenda rows from 26intga.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 Personalization and...
Source: 26intga.sched.com
This action-oriented convening in Technology / AI / Startup shows 26 visible agenda rows from 26intnc.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 Personalization and...
Source: 26intnc.sched.com
This action-oriented convening in Education / Training / Career shows 56 visible agenda rows from asn-online.org and scores 39/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Network Design and...
Source: asn-online.org
This action-oriented convening in Culture / Media / Festival shows 24 visible agenda rows from gaithersburgbookfestival.org and scores 39/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Network...
Source: gaithersburgbookfestival.org
This action-oriented convening in Technology / AI / Startup shows 65 visible agenda rows from ths2026.sched.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Personalization and...
Source: ths2026.sched.com
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from meetingorganizer.copernicus.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Personalization...
Source: meetingorganizer.copernicus.org
This action-oriented convening in Technology / AI / Startup shows 52 visible agenda rows from ncwh2026.com and scores 35/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Participation Architecture and Follow...
Source: ncwh2026.com
This action-oriented convening in Academic / Research / Science shows 20 visible agenda rows from ieee-icps.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through and...
Source: ieee-icps.com
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 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 action-oriented convening in Education / Training / Career shows 32 visible agenda rows from iclr.cc 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 Network Design and Learning...
Source: iclr.cc
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 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 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 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 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 submissions.mirasmart.com and scores 47/100: 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: submissions.mirasmart.com
This action-oriented convening in Unknown shows 80 visible agenda rows from irfsummit.org and scores 46/100: 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 Evidence Maturity....
Source: irfsummit.org
This action-oriented convening in Unknown shows 32 visible agenda rows from ifis.uni-luebeck.de and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Network Design and Follow...
Source: ifis.uni-luebeck.de
This action-oriented convening in Unknown shows 27 visible agenda rows from statmt.org and scores 39/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Network Design and Follow Through. Visible mechanisms...
Source: statmt.org
This action-oriented convening in Technology / AI / Startup shows 53 visible agenda rows from eucyberact.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network Design....
Source: eucyberact.org
This action-oriented convening in Unknown shows 31 visible agenda rows from statmt.org and scores 33/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Network Design and Follow Through. Visible mechanisms...
Source: statmt.org
This action-oriented convening in Health / Wellness / Sports shows 80 visible agenda rows from congress.ache.org and scores 49/100: 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...
Source: congress.ache.org
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from icscybersecurityconference.com and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are...
Source: icscybersecurityconference.com
This action-oriented convening in Unknown shows 25 visible agenda rows from safapacsummit.com and scores 34/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Learning Transfer and Follow Through. Visible...
Source: safapacsummit.com
This action-oriented convening in Energy / Industrial / Infrastructure shows 29 visible agenda rows from windenergyaustralia.com and scores 29/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Future-of-Work Fit; the main limits are Learning...
Source: windenergyaustralia.com
This action-oriented convening in Unknown shows 39 visible agenda rows from windenergyaustralia.com and scores 28/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and Participation...
Source: windenergyaustralia.com
This action-oriented convening in Nonprofit / Social Impact shows 73 visible agenda rows from midwestclimatecollaborative.wustl.edu and scores 57/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and...
This action-oriented convening in Technology / AI / Startup shows 38 visible agenda rows from 2026nationalforum.vfairs.com 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 Personalization...
Source: 2026nationalforum.vfairs.com
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 action-oriented convening in Technology / AI / Startup shows 53 visible agenda rows from caranational2026.vfairs.com and scores 54/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and...
Source: caranational2026.vfairs.com
This action-oriented convening in Education / Training / Career shows 74 visible agenda rows from aas.org and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning Transfer; the main...
Source: aas.org
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from 2026nationalforum.vfairs.com and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Personalization...
Source: 2026nationalforum.vfairs.com
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from 2026nationalforum.vfairs.com and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Personalization...
Source: 2026nationalforum.vfairs.com
This action-oriented convening in Technology / AI / Startup shows 37 visible agenda rows from americanbar.org and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning Transfer; the...
Source: americanbar.org
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 action-oriented convening in Technology / AI / Startup shows 57 visible agenda rows from conferences.techwell.com and scores 51/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the...
Source: conferences.techwell.com
This action-oriented convening in Energy / Industrial / Infrastructure shows 54 visible agenda rows from retrofitcanadaconference.energyconferencenetwork.com and scores 51/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in...
Source: retrofitcanadaconference.energyconferencenetwork.com
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.
Events with the strongest visible follow-through signals.
By public corpus fields: scores, mechanisms, quality tiers, and agenda evidence flags.