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Sessions at REACH that extend what we cover.

Our workshop introduces ideas that many other REACH sessions explore in depth. These are not competing talks — they are complementary. Use this map to plan which sessions to prioritize after the workshop.

Governance

Data governance and responsible evaluation

  • G2 — Panel: Operationalizing Data Governance (Tue 11:15 AM)
  • G5 — Beyond Compliance: Ethical and Epistemic Foundations (Tue 11:15 AM)
  • I4 — Building Data Literacy as a Shared Language (Tue 2:30 PM)
Context & integration

Working with fragmented institutional data

  • E5 — Building a Crosswalk: Standardizing Messy Research Data (Mon 3:45 PM)
  • C2 — Bridging Data Silos in Academia (Mon 1:30 PM)
  • H6 — Building a Modern Research Analytics Ecosystem with Microsoft Fabric (Tue 1:30 PM)
AI applied

AI in research analytics practice

  • F1 — Lessons Learned from Implementing AI Agents for Research Compliance (Tue 10:15 AM)
  • F2 — Can Prompt Engineering Turn Questions into Actionable Research Intelligence? (Tue 10:15 AM)
  • B1 — Enhancing Research Support with Generative AI (Mon 11:15 AM)
SQL & structured data

Queries, APIs, and data dictionaries

  • D3 — Demystifying SQL: Building Queries for Beginners (Mon 2:30 PM)
  • H3 — Automating Your Data Dictionary (Tue 1:30 PM)
  • I3 — From Manual Downloading to Automated Data Collection with APIs (Tue 2:30 PM)
AI readiness

Frameworks and strategic judgment

  • D1 — SCALE: A Data-Driven Framework for Building AI Readiness (Mon 2:30 PM)
  • G1 — Building AI-Native Research Intelligence for Strategic Impact (Tue 11:15 AM)
  • H1 — AI for Research Analytics: Chatting with Institutional Data at Scale (Tue 1:30 PM)
Reporting & dashboards

From data to decisions

  • D4 — One Dataset, Many Audiences: Research Reporting That Gets Used (Mon 2:30 PM)
  • E1 — Beyond Reporting: AI-Enabled Analytics for Gaps, Risk, and Accountability (Mon 3:45 PM)
  • I2 — Designing Narrative-Driven Dashboards (Tue 2:30 PM)