Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 48/100, so the next move is to benchmark the weakest pillars before repeating the format.
action-oriented convening agenda analysis
AIIM Global Summit 2026
This action-oriented convening in Unknown shows 80 visible agenda rows from aiim.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 Evidence Maturity. Visible mechanisms include Participant work, Commitments, Feedback, and Network design. Follow-through or tracking is at least visible enough to inspect, though causal proof still depends on stronger evidence. A practical reading: For a reader, this is a useful but still incomplete public example: it reads as an action-oriented convening, with the strongest visible signal in future-of-work fit and learning transfer and the biggest open question around follow through and evidence maturity. 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 moderate design signal band. The strongest visible pillars are Future-of-Work Fit, Learning Transfer, and Personalization; the thinnest visible pillars are Follow Through, Evidence Maturity, and Network Design. Visible mechanisms include Participant work, Commitments, Feedback, Network design, and Learning transfer. The extracted agenda preview includes 80 visible rows. The most common formats are Unknown, Workshop, and Break; the most common inferred purposes are Unknown, Co Creation, and Wellbeing.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?52
Participation Architecture - 52/100. Participant work, contribution, interaction, and alternatives to passive broadcast.
Follow Through?16
Follow Through - 16/100. 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?43
Problem Specificity - 43/100. A clear costly problem, objective, decision, or performance target.
Personalization?57
Personalization - 57/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?42
Network Design - 42/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
Learning Transfer?62
Learning Transfer - 62/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.
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?76
Future-of-Work Fit - 76/100. 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 (16/100)
Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches
Network Design (42/100)
Exercises that strengthen it: Fun Trust-Building Group Game for Team Connection - Izzat... · Exciting Group Trust Activity for Building Confidence... · PFP: September 2005
Problem Specificity (43/100)
Exercises that strengthen it: 0 - “Two Person Scene” Theory · Challenge Axis - Knowmium: The Un-Training Consultancy · Fist to Five • WorkshopBank
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
21 percent of the 80 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
1:00 - 5:00 PMAIIM Board of Directors MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:00 - 2:50 PMCommittee Meeting 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:00 - 2:50 PMCommittee Meeting 2UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:00 - 2:50 PMCommittee Meeting 3UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:50 - 3:10 PMBreakBreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
3:10 - 5:00 PMCommittee Meeting 4UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:10 - 5:00 PMWomen in Information Management (WIIM) ReceptionReceptionRelationship Building+
Format · LogisticsReceptionA social or hospitality block. Pacing and informal connection, not participant work.
Evidence basisMediumRead from source
3:10 - 5:00 PMCommittee MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:00 - 6:30 PMPrivate AIIM Volunteer ReceptionReceptionRelationship Building+
Format · LogisticsReceptionA social or hospitality block. Pacing and informal connection, not participant work.
Evidence basisMediumRead from source
all eventFull Schedule Workshop Sessions Breakout SessionsWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
08:30 to 9:00 AMBreakfastMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
9:00 to 9:15 AMWelcome and Keynote IntroKeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisMediumRead from source
9:15 to 10:00 AMKeynote: Frontier Challenges in Enterprise AI Governance: The Role of Information Management LeadersKeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisMediumRead from source
10:00 to 10:30 AMCohort Collaboration- Meet your CohortsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 12:00 PMWorkshopsWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventCheck out the workshops tab to get more details on the available workshops.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
12:00 to 12:45 PMLunchMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
all eventEnjoy lunch with your colleagues and take this time to connect with fellow cohorts. Whether you're catching up or meeting new peers, it's a great opportunity to refuel, share insights, and build meaningful professional relationships before the afternoon sessions resume.MealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
12:45 to 1:30 PMBreakout SessionsBreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventBreakout sessions offer a deeper dive into the topics that matter most, with practical solutions and real-world insights you can apply right away.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventVisit the Breakout Sessions tab to see the full lineup and choose the sessions that best fit your goals.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
2:15 to 2:30 PMTransition BreakBreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
3:15 to 3:45 PMSolutions Showcase Break with SnacksDemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisMediumRead from source
5:30 to 7:00 PMDesigning Your AI-Ready Enterprise: A Hands-On Blueprint for Trusted, Scalable AIWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
10:30 AM - 12:00 PMAI, But Make It UsefulUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 12:00 PMAI ON SOLID GROUND: STRUCTURING, SCALING, AND SUSTAINING INNOVATIONUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventGenerative AI promises breakthrough innovation - but its success depends on a solid foundation. This session unpacks how strong data architecture, quality, and governance are essential to realizing GenAI’s full potential. Participants will explore concepts that develop AI fluency to understand how to organize, optimize, and operationalize data assets. Through hands-on activities and practical examples, this session exposes enablers to align GenAI with organization’s long-term strategy, turning experimentation into sustained impact.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
10:30 AM - 12:00 PMThe Trust Infrastructure: How Enterprise Context Makes AI Safe, Useful, and RepeatableUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventMost AI projects don't fail because the model is weak. They fail because the organization cannot answer a few practical questions with confidence: Is this the right information, for the right person, for the right use, at the right time? This interactive workshop focuses on enterprise context, the trust layer that sits on top of your content. We will make context concrete by breaking it into assets you likely already have: business definitions, metadata, permissions, versions, retention rules, and the relationships that connect documents to customers, cases, products, and decisions.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
1:30 to 2:15 PMCustodians to Strategists: Repositioning Records and Information Management in the Age of AIUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 to 2:15 PMRedesigning Workflows for the AI Era: Practical Approaches to Process AutomationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
01:30 to 2:15 PMCrawl Faster: Taking an AI-First Approach to Data StrategyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 to 2:15 PMReal-World AI Implementation: Field Notes from Information Governance LeadersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:30 to 3:15 PMAutomating Documenting SOPs for Busy Technology TeamsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:30 to 3:15 PMSecuring & Automating Financial Data: AI Strategies for Workflow Transformation & GovernanceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventSee how AI/ML can drive workflow automation, improve information governance and security in fintech and AML. Using real cases, interactive demos and group activities, attendees will gain practical ways to prepare, protect, and optimize data for compliant, AI-driven operations.DemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisMediumRead from source
2:30 to 3:15 PMRethinking Records in the Age of AI: From Managing Documents to Making Information WorkUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:30 to 3:15 PMModernizing Records Management in the era of AIUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:45 to 4:30 PMKnowledge Organization Systems: The Backbone of High-Quality, Usable DataUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:45 to 4:30 PMData Classification Decoded: Leveraging AI for Governance and ProtectionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:45 to 4:30 PMCapture to Intelligence: From Document Management to AI InfrastructureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:45 to 4:30 PMAI Regulations Are Coming: Is Your Information Program Ready?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:45 to 5:30 PMAI for Metadata Enrichment: From Chaos to ClarityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:45 to 5:30 PMReimagining Document Intake: Practical AI Strategies for Smarter CaptureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:45 to 5:30 PMProject-Level AI Governance: A Practical Framework for Accountable AIUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:45 to 5:30 PMAgentic AI at Work: Benefits for your Organisation from Proven Success StoriesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventFull Schedule Workshops Sessions Breakout SessionsWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventFuel up for the day with a relaxed breakfast and one more chance to connect with peers.MealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
9:00 to 9:15 AMContext Setting - Mission for the DayUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
9:15 to 10:00 AMCohort CollaborationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:00 to 10:05 AMCohort Final RemarksUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:05 to 5:35 PMWorkshop SessionsWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventDig deeper into core topics with focused, hands-on workshops led by experienced instructors. These sessions give you practical exercises, frameworks, and takeaways you can apply right away.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventVisit the Workshop Sessions tab to see the full lineup and choose the sessions that best fit your goals.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
5:35 to 7:05 PMCharm City SocialUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:05 - 5:35 PMFrom Gatekeeper to Growth Driver: Making AI Governance Your Competitive WeaponUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
4:05 - 5:35 PMRethinking the Information Lifecycle in the AI EraUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventShell partnered with Deep Analysis to fundamentally rethink its information lifecycle strategy. Their work uncovered a critical insight: in the AI era, curation must start at capture - not downstream. This 90-minute interactive workshop shares their case study, introduces the reimagined information lifecycle framework, and guides participants through redesigning their own organization's approach to information management for the age of AI.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
4:05 - 5:35 PMBuilding Agents with Copilot StudioUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventIn this interactive workshop, you’ll create a custom agent that leverages public and private information to respond to user requests. You’ll also see what you can do to bring in external information from third party services into your agents to make them even more powerful.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
4:05 - 5:35 PMUnderstanding and Positioning the Tenets of Lasting, Impactful Information ManagementUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventOrganizational change is difficult - enterprise transformation even more so. The AI era is accelerating that pressure, requiring leadership teams to establish a clear, durable path to data readiness. Executives are evaluating these efforts through the lens of outcomes, risk, and competitive advantage. Led by former senior data leaders, including a three-time U.S. federal Chief Data Officer, this workshop builds fluency in proven frameworks for organizational transformation using executive language - ROI, strategic risk, and business value. Participants will leave with practical approaches to position information management as a strategic pillar for AI success, enabling alignment with leadership priorities and long-term impact.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
10:35 to 11:20 AMEnhancing Access to Cultural Archives with Generative AI & Knowledge GraphsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:35 to 11:20 AMAchieving Buy-In and Adoption for Your RIM ProgramUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:35 to 11:20 AMStop Playing Hide and Seek with AI: Turning AI Use into Governed PracticeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:35 to 11:20 AMYour Content Isn’t the Problem. Your Platform Is.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:35 AM - 12:20 PM(Un)intelligent Document ProcessingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:35 AM - 12:20 PMThe Architecture of Truth: Why Data Quality is 80% of AI SuccessUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventAI doesn’t fix chaos; it amplifies it. While many focus on "magic," business automation success relies on the 80/20 rule: 80% of results depend on data integrity and Information Architecture (IA). This session explores why IA is the non-negotiable foundation for reliable AI. Drawing from real-world challenges, we demonstrate how minor discrepancies - like poor normalization or mapping - lead to "confidently wrong" outputs that jeopardize trust. Learn how to move from digitized data to intelligent, AI-ready assets.DemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisMediumRead from source
11:35 AM - 12:20 PMFix the Flow: Turning Your Data Supply Chain into AI-Ready IntelligenceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventAI isn’t failing because of models - it’s failing because of data. Across industries, most enterprise information is trapped in documents, emails, and legacy systems, breaking AI before it scales. In this session, DataBank IMX introduces the Data Supply Chain - a practical framework for transforming fragmented, unstructured data into trusted, usable intelligence. Learn how to strengthen data flow from intake to activation, reduce risk, and move AI from pilot to production with real business impact.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
1:50 to 2:35 PMStop Documenting and Start Managing Knowledge: A Cybersecurity Case StudyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:50 - 2:35 PMThe Information Professional’s Guide to Prompt Engineering & Prompt ManagementUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:50 - 2:35 PMDesigning Document Automation for a Changing AI LandscapeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:50 - 2:35 PMThe Unified Information Governance Model: Integrating Lifecycle and Domains at ScaleUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventDr. Moya M. Hill introduces a framework that solves what most organizations can't operationalize: integrating governance domains across the full information lifecycle. Policies exist. Systems exist. But integration does not. Learn how to embed FOIA/Transparency, Privacy, Records Management, Cybersecurity, Legal & Compliance, Risk Management, and Training & Culture continuously from creation to disposition.TrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
2:50 - 3:35 PMFrom Paper to Performance: How AI and IDP Are Transforming Document ManagementUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
2:50 - 3:35 PMUnified AI-Driven Framework for Integrating GIS, BIM, PMIS, and EAM in Infrastructure ManagementUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventDiscover how AI breaks down silos between your mapping, building models, project data, and asset management systems. See how intelligent agents unify GIS, BIM, PMIS, and EAM to automate workflows, surface insights, and transform infrastructure decision-making.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
2:50 - 3:35 PMWhen the Writing's on the Wall: A Career Survival Guide for IM/IG ProfessionalsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 49/100 and verified 48/100 with no fourth-loop cap.
Reader Takeaway. For a reader, this is a useful but still incomplete public example: it reads as an action-oriented convening, with the strongest visible signal in future-of-work fit and learning transfer and the biggest open question around follow through and evidence maturity. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Future-of-Work Fit, Learning Transfer, and Personalization. Weakest signals: Follow Through, Evidence Maturity, and Network Design.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Add baseline measurement, comparison logic, tracking, or post-event impact reporting so effectiveness is not inferred only from format.
- Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
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 aiim.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, Commitments, Feedback, Network design, Learning transfer, Personalization.
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 baseline measurement is visible.
Score caps
- No fourth-loop score cap applied.
Review flags
- Satisfaction/NPS signal found, but it is excluded from effectiveness scoring.
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_www_aiim_org_aiim_global_summit_2026_aiim_org"><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 Unknown events scored on the same eight pillars.