Program 5 of 6 · Faculty Development (FDP)

AI-Augmented Productivity & Research (For Faculty)

A practical FDP that helps faculty save time on teaching prep, assessment design, documentation, and research workflows—while keeping academic integrity, privacy, and institutional standards in focus.

Designed for
Faculty managing high teaching load + admin documentation
Research-active faculty who need faster literature workflows
Institutions building AI policy + responsible usage culture

Problems We Solve

Faculty time is often consumed by repetitive drafting, formatting, and tracking—leaving limited focus time for teaching quality and research depth.

  • Lecture prep overload (slides, examples, activities, handouts)
  • Rubrics, assessment design, and feedback writing taking excessive hours
  • CO-PO / OBE documentation effort and version confusion
  • Email threads, meeting notes, and action items not captured cleanly
  • Research workflow friction: reading, notes, citations, and drafting
  • Unclear “responsible AI” rules and inconsistent practices
Faculty productivity visual (replace with your 300x300 image)
Use cases covered

Summaries, drafts, outlines, rubrics, meeting notes, research synthesis, citation-ready notes, and faculty SOP templates.

Teaching Prep Assessment OBE Docs Research

Outcomes and How We Measure Impact

This program is productivity-first: we track time saved, output quality, and adoption—without compromising academic integrity.

Expected outcomes
  • Reduced prep time for lectures, rubrics, and evaluation
  • Higher consistency in academic documentation and templates
  • Faster research reading-to-notes and citation workflow
  • Better email and meeting follow-through (action clarity)
  • Responsible AI usage SOP across faculty teams
Measurement options
Pre–Post Time Audit
Minutes saved per week on prep, grading support, and documentation.
Output Quality Rubric
Clarity, alignment, formatting consistency, academic tone, correctness checks.
30-Day Adoption Check
Usage of templates + SOP + prompt library across faculty.

Program Architecture (6 Modules)

A structured journey from safe AI usage to measurable productivity and research acceleration.

1) Faculty AI Foundations + Responsible Use
Privacy basics, accuracy checks, and institution-ready usage boundaries.
2) Prompting for Teaching Outputs
Lecture outlines, activity design, case questions, and roleplays.
3) AI Inside Office Tools
Docs, slides, tables, and meeting summaries (M365/Workspace).
4) Research Workflow Acceleration
Reading strategies, structured notes, synthesis, and draft scaffolds.
5) Citations, References, and Integrity
Citation workflows, reference checks, avoiding hallucinations, traceability.
6) Faculty SOP + Template System
Reusable prompt library, rubrics, feedback bank, OBE docs templates.
Included activities
  • Hands-on demos: summarize → outline → draft → refine
  • Build your institutional prompt library (ready-to-use)
  • Create assessment rubrics + feedback templates
  • Research notes workflow: PDF → notes → citations → draft
  • AI policy starter kit (customizable to your institution)
Faculty AI workflow visual (replace with your 300x300 image)

Tools Covered (Institution-Friendly)

We align tool usage to your campus ecosystem (Microsoft 365, Google Workspace, and citation systems) and provide safe usage patterns.

ChatGPT (Education / Faculty workflows) Microsoft 365 Copilot Gemini for Google Workspace Zotero (Notes + Citations) Prompt Library + SOP Templates
Delivery options
  • 2–3 hour FDP (high-intensity, hands-on)
  • 1-day workshop (teaching + research workflow)
  • 2-day FDP (teaching, OBE docs, research, integrity)
  • Quarterly faculty calendar (adoption + review clinics)
What your institution receives
  • Faculty prompt library (department-wise categories)
  • Rubric + feedback bank templates
  • Research notes-to-citations workflow guide
  • AI usage SOP and risk-control checklist
Need a 2026 Faculty AI Enablement Calendar?
We design quarterly FDP interventions mapped to adoption metrics and academic governance.