AI in Action 2026: Business Summit

Breakout Session Resources

Prepare for your afternoon session, access materials, and review what to bring before the breakout block begins.

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Review your session before lunch.

Some sessions are discussion-based, some are hands-on, and some require a laptop, paid or enterprise AI tool access, or downloaded files. Find your selected session below and complete any prep steps before the afternoon block begins.

Afternoon breakout sessions

Sessions run between 1:00 PM and 3:15 PM. Some repeat in two one-hour blocks so more attendees can participate, while others run for the full afternoon.

1:00 PM – 2:00 PMDiscussion

AI in Life Sciences & Health Care: Session 1

AI in Life Sciences and Health: Where We Are, What’s Working, and What Isn’t Ready Yet

A candid conversation about how organizations are using AI today, where they see opportunity, and where the technology is not yet ready for prime time. The session opens with a panel, followed by audience discussion.

Expert leaders
  • Brendan Arbuckle, The Jackson Laboratory
  • Sam Scarpino, Institute for Experiential AI
  • Elena Brondolo, The Roux Institute
Before you arrive

Come ready to participate in the discussion. No technical setup is required.

2:15 PM – 3:15 PMDiscussion

AI in Life Sciences & Health Care: Session 2

A second offering of the life sciences and health care discussion, giving more attendees a chance to join the conversation.

Expert leaders
  • Brendan Arbuckle, The Jackson Laboratory
  • Sam Scarpino, Institute for Experiential AI
  • Elena Brondolo, The Roux Institute
  • Matteo Chinazzi, Northeastern University
  • Vivek Philip, The Jackson Laboratory
  • Giovanna Guidoboni, University of Maine
Before you arrive

Come ready to participate in the discussion. No technical setup is required.

1:00 PM – 2:00 PMInteractive lightning talks

Academic Research Lightning Talks: Session 1

Researchers will briefly introduce applied AI projects, then engage attendees in discussion around practical use cases, industry relevance, partnership opportunities, and business, public-sector, and community challenges.

Expert leaders
  • Michael Pollastri, The Roux Institute
  • Mahsan Nourani, Northeastern University
  • Justin Dimmel, University of Maine
  • Felipe Benavides, GMRI/Northeastern University
Before you arrive

Think about challenges, workflows, or opportunities in your organization where applied AI research could help.

2:15 PM – 3:15 PMInteractive lightning talks

Academic Research Lightning Talks: Session 2

A second interactive session showcasing applied AI research and how it could connect to practical use cases, industry relevance, and partnership opportunities.

Expert leaders
  • Michael Pollastri, The Roux Institute
  • Saeed Amal, Northeastern University
Before you arrive

Think about the applied AI questions your organization is exploring and where research partnerships could help.

1:00 PM – 2:00 PMOpen conversation

Climate, Sustainability, and AI: Session 1

A discussion and audience engagement-driven session on where AI can support climate, sustainability, resilience, energy, and operational decision-making.

Expert leaders
  • Gerard Pozzi, The Roux Institute
  • Laney Brown, Avangrid
  • Lydia Covert, Unum
  • Dan Koloski, Roux Institute
  • Will Hewes, Amazon
Before you arrive

Think about where sustainability, energy, resilience, reporting, or operational efficiency intersect with your AI questions.

2:15 PM – 3:15 PMOpen conversation

Climate, Sustainability, and AI: Session 2

A second offering of the climate, sustainability, and AI discussion session, with opportunities to ask questions, weigh in, and connect directly with speakers.

Expert leaders
  • Gerard Pozzi, The Roux Institute
  • Laney Brown, Avangrid
  • Lydia Covert, Unum
  • Dan Koloski, Roux Institute
  • Will Hewes, Amazon
Before you arrive

Bring your questions and examples from sustainability, reporting, resilience, energy, infrastructure, or operations.

1:00 PM – 2:00 PMPublic sector

Municipal Innovation with AI: Session 1

A discussion-focused session for municipal, public-sector, community, and civic leaders exploring how AI may support local government operations, service delivery, planning, resident engagement, and workforce capacity.

Before you arrive

Come ready to share where your municipality, department, or community organization is seeing pressure, including staffing, communications, data, service delivery, reporting, or resident support.

2:15 PM – 3:15 PMPublic sector

Municipal Innovation with AI: Session 2

A second opportunity to join the municipal innovation discussion and explore where local governments may need clearer guidance, support, and guardrails around AI.

Before you arrive

Think about one municipal challenge where AI might help and one place where guidance or risk management feels especially important.

1:00 PM – 2:00 PMIntroductory to intermediateGeneral audience

AI Agents in Action

This practical session introduces agentic AI and what makes an AI system “agentic.” Attendees will see real-world use cases and walk through an example agentic workflow.

Expert leader
  • Omer Alis, Director, AI Solutions Hub, Northeastern University
Before you arrive

No coding experience is required. Review the preparation guide before attending.

2:15 PM – 3:15 PMTechnical audienceLive build

Coding Agents in Action

This technical session shows how a coding agent can be used to build a non-trivial use case live. Attendees will see how coding agents can accelerate development and help create practical agentic workflows.

Expert leader
  • Omer Alis, Director, AI Solutions Hub, Northeastern University
Before you arrive

This session is best for developers, low-code/no-code builders, and technically curious practitioners. Review the preparation guide before attending.

Suggested AI tools

Some sessions may reference AI tools, LLMs, or agentic workflows. You may use the tool you are most comfortable with, as long as it aligns with your organization’s policies.

Important: Do not upload confidential, proprietary, regulated, or personal information into any AI tool unless your organization has approved that use. For hands-on sessions, use sample materials, public information, or non-sensitive examples.