Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 34/100, so the next move is to benchmark the weakest pillars before repeating the format.
relationship-building convening agenda analysis
AMEC 2026 - AMEC Conference - Regional Leadership Program - AMEC Conference
This relationship-building convening in Technology / AI / Startup shows 46 visible agenda rows from snma.org 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 Follow Through and Learning Transfer. Visible mechanisms include Participant work, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent rather than durable impact. A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a relationship-building convening, with the strongest visible signal in future-of-work fit and network design and the biggest open question around follow through and learning transfer. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the thin outcome architecture band. The strongest visible pillars are Future-of-Work Fit, Network Design, and Problem Specificity; the thinnest visible pillars are Follow Through, Learning Transfer, and Evidence Maturity. Visible mechanisms include Participant work, Network design, and Learning transfer. The extracted agenda preview includes 81 visible rows. The most common formats are Unknown, Registration, and Presentation; the most common inferred purposes are Unknown, Logistics, and Knowledge Transfer.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?37
Participation Architecture - 37/100. Participant work, contribution, interaction, and alternatives to passive broadcast.
Follow Through?5
Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
Problem Specificity?49
Problem Specificity - 49/100. A clear costly problem, objective, decision, or performance target.
Personalization?41
Personalization - 41/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?54
Network Design - 54/100. Structured weak ties, bridge-building, mixers, and relationship persistence.
Learning Transfer?32
Learning Transfer - 32/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.Missing: Build transfer into the agenda through practice, feedback, job aids, reflection, and 30-90 day use cases.
Evidence Maturity?35
Evidence Maturity - 35/100. Baseline, comparison, follow-up, isolation, and attribution confidence.Missing: Add baseline measurement, comparison logic, tracking, or post-event impact reporting so effectiveness is not inferred only from format.
Future-of-Work Fit?64
Future-of-Work Fit - 64/100. Value against time, hybrid reality, accessibility, AI, and meeting load.
Fix the gaps
Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.
Follow Through (5/100)
Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches
Learning Transfer (32/100)
Exercises that strengthen it: Team Challenge Activity for Group Problem-Solving: Don't... · Thrilling, Quick Elimination Game to Boost Energy - Match... · Creative Brain Teaser & Fun Geometric Team Puzzle - T-Puzzle
Participation Architecture (37/100)
Exercises that strengthen it: Make A World · Awestruck 3 Minutes · Spectrum Mapping
Agenda Preview
The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.
Room vs wrapper
9 percent of the 81 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
all eventAMEC offers educational workshops and programs focused on academic and clinical success, professional development and personal growth. With a plethora of educational workshops and programs focused on academic and clinical success, professional development,...WorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
all eventWorkshopsWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
all eventNetworking OpportunitiesNetworkingRelationship building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisOutcome inferred from formatInferred from format
11:59 PMRegistration closing on Wednesday, March 25, 2026 at ET. There will be no onsite registration!RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
all eventWelcome ReceptionReceptionOrientation+
Format · LogisticsReceptionA social or hospitality block. Pacing and informal connection, not participant work.
Evidence basisOutcome inferred from formatInferred from format
all eventNetworking EventsNetworkingRelationship building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisOutcome inferred from formatInferred from format
all eventLuncheon Ticket based on registration typeMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
all eventMedical Student Registrant - President's Luncheon, Friday, April 3rdMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
all eventPremedical Student Registrant - Premed Luncheon, Saturday, April 4thMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
11:59pmAll attendee registration fee deadlines end at Eastern Standard/Daylight Times (East Coast Time).RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
5:00 pmGroup registrations will end on Thursday, February 12, 2026, at EST, subject to ticket availability. After this deadline, please have all group registrants register individually online.WorkshopLogistics+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
11:59pmRegular Rate Fees: Please rest assured that, if we receive your group registration’s attendee list on or before the Monday, February 2, 2026 at EST, the Regular rate fees will be honored.RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
1:00 pm - 6:00 pmBoard of Directors MeetingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:00 am - 6:00 pmRegistration OpenRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
10:00 am - 11:30 amOpening CeremonyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:30 am - 1:00 pmHouse of Delegates CertificationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:00 pm - 4:30 pmHouse of DelegatesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
4:00 pm - 6:00 pmRegional MeetingsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 am - 12:00 pmPresident's LuncheonMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
12:00 pm - 5:00 pmPremed Recruitment Fair OpenPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
6:00 pm - 8:00 pmGraduation Ceremony - Doors open at 8:00 pmPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:00 pmGraduation Ceremony - Doors open atPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:30 am - 8:30 amHouse of Delegates Check-InRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
8:00 am - 1:00 pmNo new delegate chapters may certifyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
2:30 pmWhite Coat PhotoPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 pm - 1:30 pmPremedical LuncheonMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
2:00 pm - 5:00 pmBanquetMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
9:00 am - 12:00 pmBoard MeetingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:00 a.m. - 8:00 p.mDelta Air Lines is pleased to offer special discounts for Student National Medical Association. You may also call Conferences and Events® at 1.800.328.1111 Monday - Friday, . (EST) and refer to Meeting Event Code NY49U. Please note there is no service fee for...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:59pmBefore 100 days prior to the conference start date (Monday, December 22, 2025 at EST): Eligible for full refundPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:59pm99 to 76 days prior (Tuesday, December 23, 2025 - Thursday, January 15, 2026 at EST): Eligible for 50% refund of registration feesRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
11:59pm75 to 46 days prior (Friday, January 16 - Saturday, February 14, 2026 at EST): Eligible for 25% refund of registration feesRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisOutcome inferred from formatInferred from format
12:00amWithin 45 days of the event (Sunday, February 15 at EST and after): No refunds will be issued.PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:59pmEnsure your decision is FINAL after Saturday, February 14, 2026 at EST refund deadline. There will be NO refunds processed.PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisSession topic references decisions or metrics; event-level follow-through is not shownRead from source
all eventThesis pitch competitionPitchMarket exchange+
Format · Participant workPitchParticipants present or are directly evaluated, an active rather than a passive format.
Evidence basisOutcome inferred from formatInferred from format
all eventProgramsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCommunity OutreachUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFuture Leadership ProjectUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventInternational OutreachUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPhysician Research InitiativeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPipeline ProgramsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventAMEC offers educational workshops and programs focused on academic and clinical success, professional development and personal growth. With a plethora of educational workshops and programs focused on academic and clinical success, professional development, and personal growth, AMEC is a premier experience that catapults attendees toward becoming “clinically excellent, culturally competent, & socially conscious” physicians. Attendees will also enjoy the unique opportunity to network with colleagues, physicians, medical school/residency program representatives, and partners from all over the country.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventAMEC 2026 will bring together over 3,000 pre-medical students, physicians, alumni, and healthcare professionals from across the country for a vibrant and empowering experience. Set in Pittsburgh, the City of Bridges with over 446 bridges connecting its diverse communities, this conference stands as a powerful symbol of connection and collaboration. This event is dedicated to connecting and invigorating the next generation of physicians, uniting pre-medical and medical students with experienced physicians and alumni. Together, we will foster mentorship, spark innovation, and amplify diverse voices to shape a future of medicine defined by compassion, leadership, and breakthrough discoveries. Join us at AMEC 2026 in Pittsburgh as we build bridges that inspire hope, strengthen bonds, and empower the bold visionaries who will transform healthcare for generations to come.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventWorkshopsWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventWe are excited to host our AMEC 2026 and present engaging workshops, dynamic speakers and panels that will provide unique insights for inspiring both student and professional audiences. Mainstage plenary sessions and panels will address topics such as: tackling the complexities of implicit bias and microaggressions in medical education, the impact of violence on public health, and the importance of physician advocacy in health care.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventNetworking OpportunitiesNetworkingRelationship Building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisMediumRead from source
11:59 PMRegistration closing on Wednesday, March 25, 2026 at ET. There will be no onsite registration!RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
all eventWelcome ReceptionOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisMediumRead from source
all eventNetworking EventsNetworkingRelationship Building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisMediumRead from source
all eventLuncheon Ticket based on registration type:MealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
all eventMedical Student Registrant - President's Luncheon, Friday, April 3rdMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
all eventPremedical Student Registrant - Premed Luncheon, Saturday, April 4thMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
11:59pmAll attendee registration fee deadlines end at Eastern Standard/Daylight Times (East Coast Time).RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
5:00 pmGroup registrations will end on Thursday, February 12, 2026, at EST, subject to ticket availability. After this deadline, please have all group registrants register individually online.RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
11:59pmRegular Rate Fees: Please rest assured that, if we receive your group registration’s attendee list on or before the Monday, February 2, 2026 at EST, the Regular rate fees will be honored.RegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
1:00 pm - 6:00 pmBoard of Directors MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 am - 6:00 pmRegistration OpenRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
10:00 am - 11:30 amOpening CeremonyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
9:30 am - 1:00 pmHouse of Delegates CertificationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:00 pm - 4:30 pmHouse of DelegatesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:00 pm - 6:00 pmRegional MeetingsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 am - 12:00 pmPresident's LuncheonMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
12:00 pm - 5:00 pmPremed Recruitment Fair OpenUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
6:00 pm - 8:00 pmGraduation Ceremony - Doors open at 8:00 pmUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 pmGraduation Ceremony - Doors open atUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:30 am - 8:30 amHouse of Delegates Check-InRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
8:00 am - 1:00 pmNo new delegate chapters may certifyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:30 pmWhite Coat PhotoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 pm - 1:30 pmPremedical LuncheonMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
2:00 pm - 5:00 pmBanquetMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
9:00 am - 12:00 pmBoard MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 a.m. - 8:00 p.mDelta Air Lines is pleased to offer special discounts for Student National Medical Association. You may also call Conferences and Events® at 1.800.328.1111 Monday - Friday, . (EST) and refer to Meeting Event Code NY49U. Please note there is no service fee for reservations booked and ticketed via our reservation 800 number. Reserve NowUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7 a.m. to 8 p.mUnited Airlines is pleased to offer discounts for Student National Medical Association To make flight reservations online please use promo code ZRFR634220. MileagePlus® members earn miles for their travel when using the United Meetings discount code. You may also call United Meetings Reservation Desk from . CT, Monday - Friday (closed for major U.S. holidays) at (800) 426-1122 for booking assistance or visit united.com/meetingtravel and enter the code above. Booking fees are waived for United Meetings reservations. International customers may contact their local United® Reservation Desk. Reserve NowUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:59pmBefore 100 days prior to the conference start date (Monday, December 22, 2025 at EST): Eligible for full refundUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:59pm99 to 76 days prior (Tuesday, December 23, 2025 - Thursday, January 15, 2026 at EST): Eligible for 50% refund of registration feesRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
11:59pm75 to 46 days prior (Friday, January 16 - Saturday, February 14, 2026 at EST): Eligible for 25% refund of registration feesRegistrationLogistics+
Format · LogisticsRegistrationCheck-in and logistics, not agenda content.
Evidence basisMediumRead from source
12:00amWithin 45 days of the event (Sunday, February 15 at EST and after): No refunds will be issued.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:59pmEnsure your decision is FINAL after Saturday, February 14, 2026 at EST refund deadline. There will be NO refunds processed.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventTHESIS PITCH COMPETITIONPitchCommercial Exchange+
Format · Participant workPitchParticipants present or are directly evaluated, an active rather than a passive format.
Evidence basisMediumRead from source
all eventThe Thesis Pitch, hosted by the Diversity Research Committee of SNMA, is a competition that challenges SNMA members to “pitch” their research projects in an informative and engaging way in three minutes or less. The competition challenges presenters to quickly communicate the value and significance of their research to a non-specialist audience and a panel of judges, who rate their performance. It supports the development of members academic, research and public speaking skills.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventLearn MoreUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 40/100 and verified 40/100 with no fourth-loop cap.
Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a relationship-building convening, with the strongest visible signal in future-of-work fit and network design and the biggest open question around follow through and learning transfer. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Future-of-Work Fit, Network Design, and Problem Specificity. Weakest signals: Follow Through, Learning Transfer, and Evidence Maturity.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Build transfer into the agenda through practice, feedback, job aids, reflection, and 30-90 day use cases.
- Add baseline measurement, comparison logic, tracking, or post-event impact reporting so effectiveness is not inferred only from format.
Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.
Role-Specific Reading +
Sponsor lens
Look beyond exposure. Strong sponsor value would show qualified interaction, problem work, buyer learning, customer evidence, or follow-up. The practical sponsor move is to look for structured introductions, buyer-seller fit, and relationship persistence.
Designer lens
The agenda is useful as a pattern sample from snma.org. Redesign attention should go first to the lowest-scoring pillars; in practice, turn the thinnest agenda blocks into participant work.
Executive lens
Treat the visible agenda as an operating plan. The executive move is to require owners, dates, and evidence before treating the event as strategic. If owners, proof, and follow-through are not visible, the public record does not yet prove strategic movement.
Aggregator lens
Treat the source URL as evidence, not decoration. The data-product move is to label the source boundary clearly before ranking the record before ranking or syndicating the record.
What GES Means Here +
The Gathering Effectiveness Score is a strict 0-100 public-evidence reading of the agenda across eight pillars. It rewards visible participant work, follow-through, transfer, network design, and proof mechanisms more than polish, speaker fame, attendance, or satisfaction.
Visible mechanisms: Participant work, Network design, Learning transfer.
Evidence boundary: Scores reflect visible agenda/source evidence and should not be read as proof of causal event impact.
Limitations, Score Caps, and Review Flags +
Limitations
- No visible follow-up, progress monitoring, or longitudinal tracking.
- No baseline measurement is visible.
Score caps
- No fourth-loop score cap applied.
Review flags
- No source-backed follow-up, validation, baseline, tracking, or impact evidence.
- Satisfaction/NPS signal found, but it is excluded from effectiveness scoring.
- No tracking, validation, feedback, or impact measurement found in the visible source text.
Is this proof the event worked? +
No. This is a strict public-evidence reading of the agenda. Proof would require baseline, comparison, follow-up, attribution, and impact evidence beyond the listing.
What should a reader inspect first? +
Start with the source URL, then compare the eight pillar scores against the agenda rows. The biggest opportunities usually sit in follow-through, evidence maturity, and participant work.
Why publish weak records? +
Weak records are part of the map. They show where public agendas still describe sessions and speakers more often than outcomes, commitments, transfer, or proof.
How should I use the rows? +
Read the agenda rows as the visible design trace: formats, purposes, and evidence labels show what the public source made inspectable, not everything that happened in the room. This is a source-grounded interpretation of the public agenda record, not a copy of the source, and not an endorsement of the event.
Embed the verified badge +
This record is in the hand-verified gold set. Copy the snippet below to embed the verified badge on your own site.
<a href="https://unitedwetransform.com/events/evt_2026_amec_2026_amec_conference_regional_leadership_program_amec_conference_snma"><img src="https://unitedwetransform.com/badge/ges-verified.svg" alt="GES verified by United We Transform" height="40"></a>Where To Go Next
Compare this agenda against other Technology / AI / Startup events scored on the same eight pillars.