Back to Elucent Institutional Workforce Orchestration

The right academic,
for every class.

Ordian automatically allocates sessional and casual academic staff to teaching classes — matching expertise to content, constraints to compliance, and fairness to every outcome.

RMIT University · College of Business and Law · School of Management

101
sessional staff
scheduled
323
classes
allocated
5
administrators
over 4 weeks
Hours
with Ordian
The Problem

Scheduling sessional staff is the hardest problem
universities don't have a system for.

Every semester, universities allocate hundreds of sessional staff to thousands of classes. At most institutions this is a manual, multi-week process: coordinators rebuild spreadsheets, administrators exchange dozens of emails, managers track qualifications from memory. The allocations that emerge are adequate rather than optimal — shaped by who responded first, not who was the best academic fit. And the compliance risk compounds with every spreadsheet row.

800+ administrator hours

What five administrators spent four weeks doing — negotiating, reworking, and confirming allocations — should take hours, not a month.

Expertise mismatches

Manual processes rely on coordinator memory, not systematic matching. The most qualified sessional for a class is often not the one who gets it.

A$400M compliance liability

Underpayment of casual academics across 33 Australian universities is approaching A$400 million. The liability starts at the allocation decision — before payroll ever sees it.

No audit trail

When allocations are made via email chains and informal negotiations, there is no systematic record of why decisions were made — or who agreed to what.

The Platform

An optimisation engine built
for academic institutions.

Ordian doesn't fill shifts. It reasons — across every constraint, every qualification, and every enterprise agreement provision simultaneously.

Constraint Optimisation Engine

Evaluates qualifications, availability, workload caps, and enterprise agreement provisions across your entire sessional cohort simultaneously — producing an optimal allocation in a single automated run.

Expertise-to-Class Matching

Goes beyond credential flags. Ordian models the alignment between a staff member's academic background and teaching history and the specific subject-matter requirements of each class.

Fairness and Equity Logic

Equitable distribution of hours, class types, and preferred time slots is built into the allocation algorithm — not applied as an afterthought. Every cohort allocation respects your institution's equity commitments.

Coordinator Preference Capture

Systematically records and weights coordinator knowledge about specific staff-class pairings. Institutional expertise is embedded as a first-class input to the optimisation run — not lost in an email thread.

Pre-Allocation Compliance

Enterprise agreement provisions — classification rates, workload thresholds, maximum casual teaching hours — are constraints in the optimiser, not post-allocation checks. The allocation record is your compliance record.

School-Wide Scheduling Logic

Manages allocation across an entire school or faculty — handling inter-departmental constraints, shared sessional pools, multi-campus complexity, and concurrent course offerings.

The Landscape

Every existing tool
solves a different problem.

Timetabling software schedules rooms and times. It treats sessional staff as constraints on a room-booking problem, not as the subjects of a matching challenge. Workforce rostering tools fill shifts with available workers — they have no concept of academic expertise or intellectual fit. Workload management platforms record the allocations coordinators already made. They are sophisticated spreadsheet replacements. HRIS platforms manage employment records. Workday knows your sessional staff exist. It cannot tell you which of them should teach Commercial Law on Wednesday morning.

Capability Timetabling
(Scientia, Celcat)
Rostering
(Deputy, Humanforce)
Workload Tools
(WAMS, Simitive)
HRIS
(Workday, TechOne)
Ordian
Staff-to-class matching
Academic expertise alignment
Multi-constraint optimisation Rooms only Shifts only
Fairness and equity logic
Pre-allocation EA compliance Post-shift Payroll only
Coordinator preference capture
Allocation audit trail Shifts only Manual record Contract record

No existing commercial product performs sessional staff-to-class matching with constraint-based optimisation. Ordian is the first.

Proof of Concept

Built and proven at
a leading Australian university.

RMIT University · Melbourne, Australia

College of Business and Law — School of Management

The pilot deployed Ordian's constraint optimisation engine across the full complexity of sessional allocation at faculty scale — one of Australia's largest and most research-intensive business schools.

101
Sessional staff
scheduled
323
Classes
allocated
5
Administrators
previously required
~95%
Reduction in
admin time

The A$400 million problem starts at the allocation spreadsheet.

Underpayments of casual academics across 33 Australian universities are approaching A$400 million. The root cause is not bad intent — it is a lack of tooling. Allocations are made manually, classifications are assigned heuristically, and compliance is checked retrospectively by payroll teams who lack visibility of what was agreed at the moment of allocation. Ordian embeds your enterprise agreement as a constraint before a single contract is issued.

Architecture

The intelligence layer
between your systems of record.

Ordian doesn't replace your existing infrastructure. It connects and enhances it — sitting between your HR system and your timetabling layer to fill the optimisation gap neither addresses.

Workday / TechOne HR Staff profiles & contracts
Scientia / Timetabling Course requirements & time slots
Optimisation Layer
Ordian
Constraint · Expertise · Fairness · Compliance
Allocate Plus Student class enrolment
Nimbus / Payroll EA-compliant contracts & pay
Coordinator Dashboard Review, override, approve
University Licensing

Built for institutions ready
to do this properly.

Ordian is available for licensing by Australian universities and TAFEs. If you are managing sessional staff allocations manually — in spreadsheets, over email, under compliance pressure — we would like to speak with you.