Workload shouldn't be a black box
Most institutions rely on spreadsheets and decentralized knowledge to manage workload. Chairs lack visibility, faculty feel overburdened or under-recognized, and provost offices can't answer basic workload questions without weeks of manual data pulls. Scholarly changes that.
Without Scholarly
Workload lives in scattered spreadsheets and guesswork
Equity issues surface too late
Weeks of manual data pulls to answer basic questions
With Scholarly
One centralized system aligned to your policies
Real-time visibility into workload, impact, and imbalances
Answers are immediate with real-time data and AI
Flexible Workload Points
Your framework, your formula
Assign workload points to any faculty activity including courses, committees, mentorship, student advising, and publications.
Build custom formulas aligned to collective bargaining agreements or institutional policy. Integrates with Scholarly faculty activity reporting and AI CV Import tools.
No rigid categories; Scholarly adapts to the institution's own definition of workload.


Real-Time Dashboards & Insights
From data pulls to instant answers
AI-powered reporting and analysis. Ask a question and get insights in seconds.
Dynamic dashboards with faculty drill-downs, department comparisons, and workload distribution. Identify imbalances before they become grievances.
Filters by department, rank, track, and time period provide the exact view you need, when you need it.

Every contribution, captured automatically
Activity is automatically pre-populated from SIS, HR, and research database integrations, while AI-powered CV import makes it easy for faculty to capture any remaining work. The result is a comprehensive, continuously updated record of faculty productivity and impact.

One-click exports & accreditation
Export-ready in a click
Export workload reports as PDFs, CSVs, or Excel. Generate department summaries or individual faculty reports with a single click.
Supports AACSB, SACSCOC, HLC, and similar accreditation requirements.

AI-powered analysis
Ask questions, get answers
Ask questions in natural language and get instant answers. No SQL or manual institutional research requests needed.
"Which faculty are above 120% workload this semester?"
"Show me teaching load distribution across Arts & Sciences"
