✧ TERMWAYS · AI FOR HIGHER EDUCATION

More time for the work of teaching.

Read a term’s worth of student feedback, find the right adviser, or get a course ready for Monday. Try the decisions behind seven campus jobs.

Free to explore · Fictional campus records
FICTIONAL DATASET
Workspace / Student voice / Overview

Feedback overview ✳

Sample term
TERM REVIEW · 12 COMMENTSCourse clarity is the most frequent theme.

Four comments mention clarity, including requests for earlier rubrics and clearer participation criteria.

Comments by theme

Source comment

“Please explain how participation is assessed at the beginning of the term.”

MBA · Comment 11
FeedbackAI · sample
THE SUITE IN MOTION

Watch a job go from inbox to sign-off.

Seven short replays, drawn in code from the same fictional records as the previews. Pick a job, or let them run.

♧   Termways / FeedbackAI
REPLAY · SAMPLE DATA

Twelve comments become four themes.

Each comment is read, tagged with a theme and counted. The term review stays a draft until a person signs it off.

Try it with the sample survey ↓

An answer that shows its sources.

The catalogue is searched first. The answer is written from the records it found, and each claim points back to one.

Open the catalogue →

From a goal to a first step.

A student names where they want to go. They get an exercise, a practice case and a person to talk to, and save what they choose to a plan.

Open career pathways →

A working paper becomes a brief.

The editor gets a headline, a standfirst and the finding it rests on. The paper’s limits come with it, before faculty review.

Open the editorial brief →

A suggested subject, then a reviewer.

The abstract is read against your framework. The suggestion comes with a confidence score, and a reviewer makes the decision.

Review the sample paper →

What changed between editions.

Two handbook editions are compared. The new elective is marked, with the page it came from.

Compare programmes →

Three checks before Monday.

Course materials are checked against your guidelines. Each gap names its fix, and the course is ready when all three pass.

Inspect the course checks →
FEEDBACKAI · STUDENT VOICE

What would you change next term?

You have twelve survey comments and a programme meeting on Friday. Choose a theme, check what students wrote, and take one action to the meeting.

♧   Termways / FeedbackAI
LIVE INTERACTION · SAMPLE DATA
Student feedback / Sample term

Feedback overview

Fictional dataset
Comments ↗
12sample responses
Themes ✧
4grouped topics
Review ☑
Draftrequires human sign-off

Students value applied learning, with room to improve clarity.

Four of the twelve comments mention course clarity. Students liked the case work, but some wanted to see the assessment rubric before the final project.

Recurring themes Select a theme ↗

Evidence to review

COURSE CLARITY · SAMPLE COMMENT

“The examples were useful, but the assessment rubric could be clearer.”

Turn insights into a reviewable next step. Actions below are sample suggestions, not real assignments.

● Not approved. Human review required before using conclusions.

Sample report · saved only when you download it

Browse the other six workspaces →
THE TERMWAYS SUITE

Choose a campus job to try.

Explore seven sample workspaces for higher education. Each preview uses fictional records and opens without an account.

PRODUCT PREVIEWSOpen any workspace to try it with sample records.
Institutional knowledge

DSAI

Find answers across the institution

A grounded search experience for research, courses, faculty, events, and institutional resources.

Catalogue answerWhere can I learn about team decisions?
Independent estimates in small teams Paper
Decisions under uncertainty Elective
Explore catalogue
Student & alumni success

CareerPlanningAI

Make career resources easier to navigate

Guide students and alumni to the right resources, advisers, and next steps without replacing human guidance.

Career pathwaysMove into product management
Build a skills map Workbook
Meet a transition adviser People
Explore career pathways
Research communications

ThinkAI

Turn research into stories worth sharing

Help communications teams surface research themes and create grounded editorial briefs and story ideas.

Editorial brief · DraftThe meeting before the meeting
A research explainer on private estimates and quieter voices in group decisions.
Open editorial brief
Research intelligence

PaperAI

Bring structure to academic papers

Classify papers and teaching cases against your own frameworks with confidence indicators and review workflows.

Classification review · WP–018Organisational behaviour
Model confidence 0.86
Reviewer decision Pending
Review sample paper
Programme strategy

CurriculumAI

See how programmes are evolving

Compare peer-school curricula, track meaningful changes, and support curriculum planning with sourced evidence.

Peer comparison · MBASustainable finance
Harbour School New elective
Alder Institute Elective
Compare programmes
Course operations

EdTech CoPilot

Build confidence before courses launch

Check course materials against institutional guidelines, surface gaps, and guide teams through readiness reviews.

Course checks · BUS 204Applied Decision Science
Welcome module Pass
Assessment rubric Action needed
Inspect course checks

Solutions are presented as a connected portfolio. Deployment scope and supported integrations are confirmed with each institution.

Built from hands-on work
with academic teams.
◎University-centered workflows
☑Human review before action
◇One connected product vision
02 / THE PROBLEM WE SOLVE

Good information.
Too much friction.

Schools already have surveys, research, course materials, and helpful people. But finding the signal often means chasing files, reconciling exports, and redoing work.

Find a simpler way ↗
Without the right tools
▤ Exports across systems
⌕ Manual reading & tagging
☷ Reports rebuilt from scratch
↻ Decisions delayed
→
With Termways's approach
⇢ Bring relevant data together
✧ Surface patterns & context
☑ Review before publishing
✓ Turn findings into action
04 / HOW IT WORKS

Technology that fits
the way you work.

A considered process built around institutional context, the right workflows, and review by the people who know them best.

01 / CONNECT⌁

Start with your data.

Bring in the right content or survey export. Keep the source visible, so insights can be checked against actual records.

FeedbackAI example: a sample survey export
02 / CONFIGURE▦

Make it yours.

Set the programmes, categories, rules, and workflows that reflect how your institution operates.

Institution-specific configuration is the platform goal
03 / REVIEW & ACT☑

Keep humans in control.

Inspect supporting evidence, validate outputs, and decide what to approve or share with your team.

Not automatic publication
✧ Built for thoughtful adoption, not another complicated system.
05 / TRUST & INTEGRATION

Confidence is
part of the product.

Higher education teams work with important information. Our product approach puts grounded outputs, controlled access, and human review at the center.

Capabilities shown here reflect patterns from earlier custom implementations. Supported integrations, hosting, and security controls should be confirmed for each new deployment.

FeedbackAI's workflow separates computed metrics from AI-assisted text theming, and routes drafts through review before export. It is designed to help staff assess the evidence, not replace judgment.

Earlier project implementations use role-based access, redacted logs, and restrictions on identifiable data entering feedback analytics. Policies and data processing terms are deployment-specific; no certification is implied.

Relevant custom-project workflows have used survey exports, Microsoft Entra ID, Canvas, and content sources. A reusable multi-school connector layer is part of the platform roadmap; confirm connectors for each pilot.

Where applicable, workflows should connect findings to source material, keep deterministic measurements separate from generated text, and make uncertainties visible to reviewers.

06 / OUTCOMES THAT MATTER

Less busywork.
More useful decisions.

We care about measurable improvements. These are the outcomes we propose to evaluate with pilot partners.

◷

Time back for teams

Compare effort from survey export to draft report, including the time required for staff review and corrections.

◎

Insights people can verify

Check quantitative accuracy, theme consistency, and how easily reviewers can trace conclusions back to comments.

↗

More follow-through

Observe whether recurring issues lead to clearer owners, documented decisions, and timely next steps.

✧ LET'S MAKE TIME FOR THE WORK THAT MATTERS

Better tools for the
people behind education.

Explore FeedbackAI in an interactive sample environment, or discuss a Termways solution for your institution.

Try FeedbackAI ↗