Scheller Agentic AI Suite

A curated set of working AI agents and analytical tools, built and maintained by Scheller faculty and students, that we deliver to corporate partners. Each agent is scoped to a specific business question, governed by faculty review, and packaged so partners can adopt or adapt it inside their own organizations.

What the Suite Is

The Suite is the Center's running showcase of applied AI in business. Faculty and student work that meets a publication and review bar gets packaged into agents and tools partners can use. The work is structured, evaluated, and delivered on a predictable cadence, not as one-off demos.

The Suite serves two audiences. Inside Scheller, it is the proving ground where research and student practicums become production-shaped artifacts. Outside Scheller, it is the deliverable corporate partners receive in exchange for engaging with the Center.

Categories of Agents

The Suite is organized into four agent and tool categories. Each draws on a different combination of faculty research, student practicum output, and partner co-development.

Competitive and Industry Intelligence Agents

Agents that synthesize industry signals, regulatory developments, competitor moves, and emerging-technology coverage into structured briefings. Faculty-reviewed, scoped to a partner's strategic context, and refreshed on a defined cadence.

Customer- and Operations-Facing Agent Prototypes

Demonstration agents built around recurring enterprise patterns: customer support, internal triage, document synthesis, structured search. The patterns are the same ones our partners face; the prototypes show how to build them well, with evaluation harnesses partners can re-use.

Research-Synthesis Agents

Agents that organize and summarize academic and industry literature on AI in business. Output that partners can use directly in internal strategy memos, executive briefings, and learning programs.

Evaluation Harnesses and Methodology

Tooling and methodology for measuring whether an AI agent actually delivers ROI on a business task. Includes test sets, scoring rubrics, and the structured reasoning behind why a given evaluation framework was chosen. The discipline partners need to scale AI beyond pilots.

Faculty Research

Working papers, frameworks, and benchmarks become agents and methodology in the Suite once they meet a faculty review bar.

Applied AI Practicums

Semester-long student team projects with partner scoping produce production-shaped prototypes that get evaluated and refined for Suite inclusion.

Agent Prototyping Challenge

Winning student-built agent prototypes from the annual competition feed into the Suite as exemplars of partner-relevant work.

Partner Co-Builds

Direct collaborations with Platinum and Gold partners surface the operational problems the Suite is then built to address.

Partner Access

Suite access is tiered to match partner engagement. Both tiers receive Center-curated content, faculty perspective, and the right to adapt agents and methodology inside their own organizations under the terms of their partnership agreement.

Platinum Tier

Priority Access

Multi-year strategic partnership

More frequent intelligence briefings drawn from the full Suite, customized to partner industry and strategic context
Priority access to new agents and tools as they ship, ahead of Gold tier
Direct working sessions with faculty contributors on Suite outputs
Co-development of partner-specific agent prototypes inside the Suite framework
Recognition across Suite documentation and Center communications

Gold Tier

Scheduled Access

Annual partnership

Scheduled intelligence briefings drawn from the Suite
Access to selected Suite agents and methodology after Platinum release
Partner consultation with faculty on Suite outputs once per cycle
Invitation to the annual Agent Prototyping Challenge as a judge and recruiter
Recognition in Center event materials and annual report

Governance and Quality

Every agent and tool in the Suite passes through faculty review before partners receive it. Reviews cover evaluation methodology, factual accuracy of synthesized content, responsible-AI considerations, and fit-for-purpose against the partner question the agent was scoped to answer. Partners receive a documentation packet alongside each Suite delivery covering the data sources, the evaluation framework, known limitations, and the faculty contributors responsible for the output.

Partner With the Suite

Discuss Platinum or Gold partnership with the Center. We will scope what your organization needs from the Suite and how the engagement plugs into your AI strategy.

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