Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 30/100, so the next move is to benchmark the weakest pillars before repeating the format.
broadcast-heavy conference agenda analysis
25 Aug 11th International Conference on ICT for Sustainable Development Conference
This broadcast-heavy conference in Technology / AI / Startup shows 79 visible agenda rows from 11tict4sd.sched.com and scores 30/100: 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 Participation Architecture. Visible mechanisms include Participant work, Feedback, 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... A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and future-of-work fit and the biggest open question around follow through and participation architecture. 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 Learning Transfer, Future-of-Work Fit, and Personalization; the thinnest visible pillars are Follow Through, Network Design, and Problem Specificity. Visible mechanisms include Participant work, Feedback, Network design, Learning transfer, and Personalization. The extracted agenda preview includes 155 visible rows. The most common formats are Presentation, Unknown, and Opening; the most common inferred purposes are Knowledge Transfer, Unknown, and Orientation.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?30
Participation Architecture - 30/100. Participant work, contribution, interaction, and alternatives to passive broadcast.Missing: Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
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?30
Problem Specificity - 30/100. A clear costly problem, objective, decision, or performance target.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
Personalization?40
Personalization - 40/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?30
Network Design - 30/100. Structured weak ties, bridge-building, mixers, and relationship persistence.
Learning Transfer?55
Learning Transfer - 55/100. 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.
Future-of-Work Fit?55
Future-of-Work Fit - 55/100. 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
Participation Architecture (30/100)
Exercises that strengthen it: Make A World · Awestruck 3 Minutes · Spectrum Mapping
Problem Specificity (30/100)
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
1 percent of the 155 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
9:28 AM ISTOpening Remarks Virtual Room AProf. Bhoomi GuptaOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:28 AM ISTOpening Remarks Virtual Room BProf. Amit ThakkarOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:28 AM ISTOpening Remarks Virtual Room CProf. Chaya JadhavOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:28 AM ISTOpening Remarks Virtual Room DDr. Latika DesaiOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:28 AM ISTOpening Remarks Virtual Room EProf. Shailesh GahaneOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:30 AM ISTA Comparative Study of Deep Learning Models for Food Freshness Detection Using Transform Learning Virtual Room APresentationKnowledge 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 ISTA Hardware Security Review of RISC-V Virtual Room AJyotiprakash MishraPresentationKnowledge 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 ISTAI-Driven Load Balancer for Cloud Computing Environments Virtual Room AMurari NallamalliPresentationKnowledge 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 ISTCache and Speculative Side Channel Attacks: A Comprehensive Review Virtual Room AJyotiprakash MishraPresentationKnowledge 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 ISTClassification of SSVEP Brain Computer Interface using CCA-CWT CNN Virtual Room APresentationKnowledge 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 ISTLegal Case Search: An AI-Powered Legal Search Engine Virtual Room ARadhika V. KulkarniPresentationKnowledge 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 ISTSentiment Analysis on Consumer Opinion Regarding Electric Bikes in India: A Machine Learning Approach Virtual Room APraveen M PPresentationKnowledge 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 ISTStudent Performance Predictor Virtual Room APresentationKnowledge 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 ISTSynergizing Fire Detection and Emergency Response: A Multi-Layered Safety System for Residential Communities Virtual Room AParmar Smit DharmeshkumarPresentationKnowledge 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 ISTThe Impact of Financial Literacy on Thrift Behaviors: A Study Among College Students Virtual Room ASamyuktha DPresentationKnowledge 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 ISTAn Integrated Machine Learning Model for Automated Drip Irrigation and Crop Disease Management Using Robotics Virtual Room BUttam PatolePresentationKnowledge 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 ISTArtificial Intelligence for Enhanced Logistics Tracking in Hospitals Virtual Room BRahul DhaigudePresentationKnowledge 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 ISTDeep Learning Neural Networks for Health Care Applications Virtual Room BT. SruthiPresentationKnowledge 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 ISTEfficient Real-Time Dynamic Network Slicing for 5G to Meet Diverse QoS Demands Virtual Room BRiya JavaliPresentationKnowledge 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 ISTEmpowering Farmers Through Technology: A Java-Based Mobile Marketplace for Agricultural Trade Virtual Room BPresentationKnowledge 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 ISTEnhancing Tuberculosis Detection with HPC-Driven GAN-CNN Integration and Model Parallelism for Synthetic Image Generation Virtual Room BBipin Sai BhaskarPresentationKnowledge 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 ISTICT Policy and E-Governance: Navigating Inter-Governmental Issues in the Digital Era Virtual Room BShankar Lingam. MPresentationKnowledge 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 ISTImplementation of Predicting Space Weather Impacts Using Machine Learning Techniques for Aviation and Telecommunications Virtual Room BGayatri Kishore KshirsagarPresentationKnowledge 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
9:30 AM ISTRepresentation of Sensitive Issues in Media using Generative AI Virtual Room BSurya KPresentationKnowledge 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 ISTSpotlight on Rural Entrepreneurship: A Bibliometric Journey Virtual Room BT. A. AlkaPresentationKnowledge 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 ISTAn Artificially Intelligent System to Strategize and Predict Employee Attrition and Retention in HR Management Virtual Room CJaya ChitranshiPresentationKnowledge 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 ISTAn Individual Perception and Consumer Behaviour on Mutual Funds Virtual Room CJaya ChitranshiPresentationKnowledge 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 ISTBlockchain Technology: Scalability and Performance Virtual Room CJeevesh SharmaWorkshopParticipant 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
9:30 AM ISTClimate Resilience and Sustainability in Rural Agriculture: A Systematic Literature Review Virtual Room CPresentationKnowledge 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 ISTReal-Time Urban Traffic Monitoring Using YOLOv5 Virtual Room CSanchit.HPresentationKnowledge 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 ISTSmart screening-Basic ML models for cardiovascular diseases prediction Virtual Room CPratiksha KulkarniPresentationKnowledge 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 ISTSolar Powered Multipurpose Agricultural Robot Virtual Room CNishant ThakarePresentationKnowledge 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 ISTThe Role of AI Coaching and Chatbots in Enhancing Employee Engagement Virtual Room CHarie Sanker VPresentationKnowledge 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 ISTAdaptive Key Authentication for Secure IoT: Addressing Security Threats and Optimizing Virtual Room DPalak PatelPresentationKnowledge 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 ISTAmerican Sign Language Recognition Using Hybrid Deep Learning Architecture Virtual Room DYash ShekhawatPresentationKnowledge 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 ISTFrom Scroll to Screen: Emotional and Physiological Engagement in Text, Comics, and Virtual Reality Virtual Room DVitika SoniPresentationKnowledge 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 ISTGenerating realistic synthetic data using “CoreGAN” and balanced by “SMOTHE” for better distribution Virtual Room DZaibunnisa L.H. MalikPresentationKnowledge 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 ISTGraph Database: Comparative study of RDBMS vs NoSQL Virtual Room DPresentationKnowledge 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 ISTParameter-Efficient Folk Art Generation: Fine-Tuning SDXL with LoRA for Madhubani Art Generation Virtual Room DDevashree KutePresentationKnowledge 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 ISTRetrieval-Augmented Generation for Grape Leaf Disease Diagnosis and Treatment: A Deep Learning Approach Virtual Room DPresentationKnowledge 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 ISTSeeing Through the Green Veil: How Greenwashing Perceptions Shape Sustainable Consumer Choices in India Virtual Room DPresentationKnowledge 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 ISTThe dual edge of AI in cybersecurity: mitigating ransomware threats through self-learning honeypots and behavioral analytics virtual room dkeyur kuraniPresentationKnowledge 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 ISTWeb Application Firewall Using Machine Learning and Features Engineering Virtual Room DSarthak BaraliyaPresentationKnowledge 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 ISTAssessing Readiness for the Adoption of Industry 4.0 Technologies in Manufacturing MSMEs: A Case of Plastic Manufacturers Virtual Room ESivakami B UPresentationKnowledge 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 ISTAssessment for Construction 4.0 practice level using Fuzzy Logic: A Case of Construction Organization Virtual Room EDrisya MuraliPresentationKnowledge 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 ISTAUTOMATIC FIRE-FIGHTING ROBOT FOR WAREHOUSES & STORAGES Virtual Room EMayur GaikwadPresentationKnowledge 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 ISTData-driven Optimization of Hybrid Renewable Energy Systems: Managing Net Metering Costs Through Machine Learning Virtual Room EPresentationKnowledge 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 ISTEnhanced Feature Extraction for Phishing URL Detection: A Comprehensive Analysis of Structural, Host-Based, Content and N-Gram Attributes Virtual Room ELokesh KhedekarPresentationKnowledge 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 ISTExploring biases and interpretability of Deep learning models Virtual Room EMegha MohanPresentationKnowledge 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 ISTInterpretable Fake News Detection Using Neural Networks and LIME Virtual Room EMrunal VibhutePresentationKnowledge 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 ISTOcuXPlain: An Explainable AI Approach for Multi-Class Ocular Disease Detection Virtual Room EPresentationKnowledge 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 ISTRelay-assisted framework for mmWave 5G NR BS sys-tem in V2X Communications Virtual Room EVinodh Kumar MinchulaPresentationKnowledge 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
10:15 AM ISTLighting of the Lamp to Mark the Auspicious Begining Assembleia 1PresentationKnowledge 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
10:20 AM ISTPresentation of Bouquet/Momento to the Guests Assembleia 1PresentationKnowledge 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
10:25 AM ISTWelcome Remarks By Assembleia 1Amit Joshi, PhDOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:35 AM ISTSpecial Guest Address By Assembleia 1Mr. Mangirish SalelkarPresentationKnowledge 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
10:45 AM ISTAddress By Keynote Speaker Assembleia 1Dr. Basant TiwariKeynoteExpert framing+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:00 AM ISTAddress By Keynote Speaker Assembleia 1Dr. Nilanjan DeyKeynoteExpert framing+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:15 AM ISTSpecial Guest Address By Assembleia 1Mrs. Pratima G DhondPresentationKnowledge 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
11:30 AM ISTSession Chair Concluding Remarks Virtual Room AProf. Bhoomi GuptaPresentationKnowledge 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
11:30 AM ISTSession Chair Concluding Remarks Virtual Room BProf. Amit ThakkarPresentationKnowledge 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
11:30 AM ISTSession Chair Concluding Remarks Virtual Room CProf. Chaya JadhavPresentationKnowledge 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
11:30 AM ISTSession Chair Concluding Remarks Virtual Room DDr. Latika DesaiPresentationKnowledge 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
11:30 AM ISTSession Chair Concluding Remarks Virtual Room EProf. Shailesh GahanePresentationKnowledge 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
11:30 AM ISTSpecial Guest Address By Assembleia 1Shri Nitin kunkolienkerPresentationKnowledge 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
11:32 AM ISTSession Closing and Information To Authors Virtual Room ASiddhi A.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
11:32 AM ISTSession Closing and Information To Authors Virtual Room BAshutosh G.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
11:32 AM ISTSession Closing and Information To Authors Virtual Room CAadesh B.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
11:32 AM ISTSession Closing and Information To Authors Virtual Room DPrashi J.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
11:32 AM ISTSession Closing and Information To Authors Virtual Room EIshita S.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
11:45 AM ISTVote of Appreciation Assembleia 1PresentationKnowledge 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
11:50 AM ISTGroup Photograph Assembleia 1PresentationKnowledge 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 ISTNetworking Tea & Coffee Assembleia 1BreakRelationship building+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisOutcome inferred from formatInferred from format
12:28 PM ISTOpening Remarks Virtual Room ADr. Anuradha YenkikarOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:28 PM ISTOpening Remarks Virtual Room BProf. Nilesh Popat SableOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:28 PM ISTOpening Remarks Virtual Room CDr. Shailesh Pramod BendaleOpeningOrientation+
Format · BroadcastOpeningFormat not classified from the source; treated as a broadcast block by default.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:28 AM ISTOpening Remarks Virtual Room AProf. Bhoomi GuptaOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
9:28 AM ISTOpening Remarks Virtual Room BProf. Amit ThakkarOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
9:28 AM ISTOpening Remarks Virtual Room CProf. Chaya JadhavOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
9:28 AM ISTOpening Remarks Virtual Room DDr. Latika DesaiOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
9:28 AM ISTOpening Remarks Virtual Room EProf. Shailesh GahaneOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
9:30 AM ISTA Comparative Study of Deep Learning Models for Food Freshness Detection Using Transform Learning Virtual Room AUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTA Hardware Security Review of RISC-V Virtual Room AJyotiprakash MishraUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAI-Driven Load Balancer for Cloud Computing Environments Virtual Room AMurari NallamalliUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTCache and Speculative Side Channel Attacks: A Comprehensive Review Virtual Room AJyotiprakash MishraUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTClassification of SSVEP Brain Computer Interface using CCA-CWT CNN Virtual Room AUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTLegal Case Search: An AI-Powered Legal Search Engine Virtual Room ARadhika V. KulkarniUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTSentiment Analysis on Consumer Opinion Regarding Electric Bikes in India: A Machine Learning Approach Virtual Room APraveen M PUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTStudent Performance Predictor Virtual Room AUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTSynergizing Fire Detection and Emergency Response: A Multi-Layered Safety System for Residential Communities Virtual Room AParmar Smit DharmeshkumarUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTThe Impact of Financial Literacy on Thrift Behaviors: A Study Among College Students Virtual Room ASamyuktha DUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAn Integrated Machine Learning Model for Automated Drip Irrigation and Crop Disease Management Using Robotics Virtual Room BUttam PatoleUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTArtificial Intelligence for Enhanced Logistics Tracking in Hospitals Virtual Room BRahul DhaigudeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTDeep Learning Neural Networks for Health Care Applications Virtual Room BT. SruthiUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTEfficient Real-Time Dynamic Network Slicing for 5G to Meet Diverse QoS Demands Virtual Room BRiya JavaliUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTEmpowering Farmers Through Technology: A Java-Based Mobile Marketplace for Agricultural Trade Virtual Room BUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTEnhancing Tuberculosis Detection with HPC-Driven GAN-CNN Integration and Model Parallelism for Synthetic Image Generation Virtual Room BBipin Sai BhaskarUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTICT Policy and E-Governance: Navigating Inter-Governmental Issues in the Digital Era Virtual Room BShankar Lingam. MUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTImplementation of Predicting Space Weather Impacts Using Machine Learning Techniques for Aviation and Telecommunications Virtual Room BGayatri Kishore KshirsagarUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTRepresentation of Sensitive Issues in Media using Generative AI Virtual Room BSurya KPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
9:30 AM ISTSpotlight on Rural Entrepreneurship: A Bibliometric Journey Virtual Room BT. A. AlkaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAn Artificially Intelligent System to Strategize and Predict Employee Attrition and Retention in HR Management Virtual Room CJaya ChitranshiUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAn Individual Perception and Consumer Behaviour on Mutual Funds Virtual Room CJaya ChitranshiUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTBlockchain Technology: Scalability and Performance Virtual Room CJeevesh SharmaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTClimate Resilience and Sustainability in Rural Agriculture: A Systematic Literature Review Virtual Room CUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTEnsuring Privacy and Data Integrity in Payroll Systems Using Blockchain and IPFS Virtual Room CReena (Mahapatra) LenkaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTOn-Device AI for Chat Applications: Enhancing Privacy and Productivity through Tonality-Driven Paraphrasing Virtual Room CShripada RaoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTReal-Time Urban Traffic Monitoring Using YOLOv5 Virtual Room CSanchit.HUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTSmart screening-Basic ML models for cardiovascular diseases prediction Virtual Room CPratiksha KulkarniUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTSolar Powered Multipurpose Agricultural Robot Virtual Room CNishant ThakareUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTThe Role of AI Coaching and Chatbots in Enhancing Employee Engagement Virtual Room CHarie Sanker VUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAdaptive Key Authentication for Secure IoT: Addressing Security Threats and Optimizing Virtual Room DPalak PatelUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAmerican Sign Language Recognition Using Hybrid Deep Learning Architecture Virtual Room DYash ShekhawatUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTFrom Scroll to Screen: Emotional and Physiological Engagement in Text, Comics, and Virtual Reality Virtual Room DVitika SoniUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTGenerating realistic synthetic data using “CoreGAN” and balanced by “SMOTHE” for better distribution Virtual Room DZaibunnisa L.H. MalikUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTGraph Database: Comparative study of RDBMS vs NoSQL Virtual Room DUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTParameter-Efficient Folk Art Generation: Fine-Tuning SDXL with LoRA for Madhubani Art Generation Virtual Room DDevashree KuteUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTRetrieval-Augmented Generation for Grape Leaf Disease Diagnosis and Treatment: A Deep Learning Approach Virtual Room DUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTSeeing Through the Green Veil: How Greenwashing Perceptions Shape Sustainable Consumer Choices in India Virtual Room DUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTTHE DUAL EDGE OF AI IN CYBERSECURITY: MITIGATING RANSOMWARE THREATS THROUGH SELF-LEARNING HONEYPOTS AND BEHAVIORAL ANALYTICS Virtual Room DKeyur KuraniUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTWeb Application Firewall Using Machine Learning and Features Engineering Virtual Room DSarthak BaraliyaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAssessing Readiness for the Adoption of Industry 4.0 Technologies in Manufacturing MSMEs: A Case of Plastic Manufacturers Virtual Room ESivakami B UUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAssessment for Construction 4.0 practice level using Fuzzy Logic: A Case of Construction Organization Virtual Room EDrisya MuraliUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTAUTOMATIC FIRE-FIGHTING ROBOT FOR WAREHOUSES & STORAGES Virtual Room EMayur GaikwadUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTData-driven Optimization of Hybrid Renewable Energy Systems: Managing Net Metering Costs Through Machine Learning Virtual Room EUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTEnhanced Feature Extraction for Phishing URL Detection: A Comprehensive Analysis of Structural, Host-Based, Content and N-Gram Attributes Virtual Room ELokesh KhedekarUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTExploring biases and interpretability of Deep learning models Virtual Room EMegha MohanUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTHomomorphic Encryption for Privacy Preservation Virtual Room ESwatee NikamUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTInterpretable Fake News Detection Using Neural Networks and LIME Virtual Room EMrunal VibhuteUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTOcuXPlain: An Explainable AI Approach for Multi-Class Ocular Disease Detection Virtual Room EUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
9:30 AM ISTRelay-assisted framework for mmWave 5G NR BS sys-tem in V2X Communications Virtual Room EVinodh Kumar MinchulaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
10:15 AM ISTLighting of the Lamp to Mark the Auspicious Begining Assembleia 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
10:20 AM ISTPresentation of Bouquet/Momento to the Guests Assembleia 1PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
10:25 AM ISTWelcome Remarks By Assembleia 1Amit Joshi, PhDOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
10:35 AM ISTSpecial Guest Address By Assembleia 1Mr. Mangirish SalelkarUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
10:45 AM ISTAddress By Keynote Speaker Assembleia 1Dr. Basant TiwariKeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisHighRead from source
11:00 AM ISTAddress By Keynote Speaker Assembleia 1Dr. Nilanjan DeyKeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisHighRead from source
11:15 AM ISTSpecial Guest Address By Assembleia 1Mrs. Pratima G DhondUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
11:30 AM ISTSession Chair Concluding Remarks Virtual Room AProf. Bhoomi GuptaPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:30 AM ISTSession Chair Concluding Remarks Virtual Room BProf. Amit ThakkarPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:30 AM ISTSession Chair Concluding Remarks Virtual Room CProf. Chaya JadhavPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:30 AM ISTSession Chair Concluding Remarks Virtual Room DDr. Latika DesaiPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:30 AM ISTSession Chair Concluding Remarks Virtual Room EProf. Shailesh GahanePresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:30 AM ISTSpecial Guest Address By Assembleia 1Shri Nitin kunkolienkerUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
11:32 AM ISTSession Closing and Information To Authors Virtual Room ASiddhi A.PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:32 AM ISTSession Closing and Information To Authors Virtual Room BAshutosh G.PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:32 AM ISTSession Closing and Information To Authors Virtual Room CAadesh B.PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:32 AM ISTSession Closing and Information To Authors Virtual Room DPrashi J.PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:32 AM ISTSession Closing and Information To Authors Virtual Room EIshita S.PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisHighRead from source
11:45 AM ISTVote of Appreciation Assembleia 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
11:50 AM ISTGroup Photograph Assembleia 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisHighRead from source
12:00 PM ISTNetworking Tea & Coffee Assembleia 1NetworkingRelationship Building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisHighRead from source
12:28 PM ISTOpening Remarks Virtual Room ADr. Anuradha YenkikarOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
12:28 PM ISTOpening Remarks Virtual Room BProf. Nilesh Popat SableOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
12:28 PM ISTOpening Remarks Virtual Room CDr. Shailesh Pramod BendaleOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisHighRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 35/100 and verified 35/100, then capped for agenda is mostly passive without visible outcome mechanics.
Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and future-of-work fit and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Learning Transfer, Future-of-Work Fit, and Personalization. Weakest signals: Follow Through, Network Design, and Problem Specificity.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
- Name the costly problem, decision, or performance target the gathering is meant to move.
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 11tict4sd.sched.com. 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, 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 visible follow-up, progress monitoring, or longitudinal tracking.
- Passive stage formats dominate the visible agenda.
- No baseline measurement is visible.
Score caps
- 34: Agenda is mostly passive without visible outcome mechanics.
Review flags
- Fourth-loop score cap: Agenda is mostly passive without visible outcome mechanics.
- 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.
- Original category was unknown; publication category is inferred.
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_25_aug_11th_international_conference_on_ict_for_sustainable_development_con"><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.