Understand faculty workload & impact

Understand faculty workload & impact

Understand faculty workload & impact

See the full picture. Assign, track, and analyze faculty workload with dynamic workflows, real-time dashboards and flexible point systems. Capture scholarship impact leveraging your own customized frameworks.

See the full picture. Assign, track, and analyze faculty workload with dynamic workflows, real-time dashboards and flexible point systems. Capture scholarship impact leveraging your own customized frameworks.

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"

Ready to bring clarity to faculty workload?

Ready to bring clarity to faculty workload?

Ready to bring clarity to faculty workload?

© 2026 Scholarly Software, Inc. All rights reserved.

Colorado Office

14143 Denver W Pkwy

Lakewood, CO 80401

Washington Office

600 1st Ave

Seattle, WA 98104

© 2026 Scholarly Software, Inc. All rights reserved.

Colorado Office

14143 Denver W Pkwy

Lakewood, CO 80401

Washington Office

600 1st Ave

Seattle, WA 98104

© 2026 Scholarly Software, Inc. All rights reserved.

Colorado Office

14143 Denver W Pkwy

Lakewood, CO 80401

Washington Office

600 1st Ave

Seattle, WA 98104

© 2026 Scholarly Software, Inc. All rights reserved.

Colorado Office

14143 Denver W Pkwy

Lakewood, CO 80401

Washington Office

600 1st Ave

Seattle, WA 98104