Skip to content
About us
A bit about what drives us, our values and history​
Join us
Interested in joining the team? Find out more
​Breakfast News
Bringing together educators, employers and students, technologists and new voices to help us all learn
Updates
Blog, news, research and thought pieces
Student Awards
Programmes to find outstanding future graduates and apprentices
Industry Awards
Emerging Talent awards for employers and educators, judged by students and industry leaders
AHECS
GTI’s partnership with AHECS in Ireland
AI Ethics
Our guiding principles in using AI
cibyl-logo

Cibyl AI – ask your data, get a straight answer

 Self-serve access to the Cibyl student and graduate dataset

Cibyl AI-heroimage

Ideas, feedback and evidence on demand, without the wait

Good early careers decisions need evidence behind them, but a bespoke research request takes time, and by the time it lands the question has often moved on. Too often teams are making decisions without the data to back it up. 

Cibyl AI is a self-serve query layer built on the same dataset behind Cibyl Insight, giving you access to 100,000+ students and graduates surveyed each year, 200 million+ data points, and six years of longitudinal tracking across 2,200+ institutions in the UK and Ireland. Ask a question in plain English and get an answer drawn directly from the data with no query language, dashboard training or waiting on a research team required. 

It's the same evidence, just available to your team directly, whenever you need it. Think of it like an always on, expert focus group.

Block-1-image-Jul-29-2026-12-28-10-9408-PM

Answers, not another report to read

Plain English queries
Ask the dataset a question and get an answer back, no query language needed
Same trusted dataset as Cibyl Insight
Built on the same 100,000+ respondents, 200 million+ data points and six years of longitudinal tracking
School and University editions
Separate focus on graduate , future apprentice, UK and Ireland perspectives.
Instant answers
Skip the wait for a bespoke research request when you need a number now
Built for HR and early careers teams
Designed for the people asking the questions, not for data analysts
Refreshed every year
Updated with each annual survey wave, so answers reflect the latest data
Evidence you can trace
Every answer is grounded in the underlying data, not opinion or estimation

Need an answer today

Query the dataset yourself and get a response in minutes, not days

Answers
Hypothesis-1

Explore a hypothesis

Test what students think or do on a particular topic without waiting for a custom brief

Support a specific decision

Pull evidence on salary, location, behaviour or preference to back up a hiring or strategy decision right now

Decisions
Benchmark-1

Benchmark your own data

Compare internal findings, surveys or feedback against the Cibyl longitudinal dataset to sense-check your insights

Frequently asked questions

We’d love to chat so please get in touch or take a look at these FAQs.

What is Cibyl AI A self-serve tool that lets you query the Cibyl student and graduate dataset directly, in plain English, and get an answer without submitting a bespoke research request.
Is this a different dataset to Cibyl Insight No. Cibyl AI queries the same dataset as Cibyl Insight, the same 100,000+ respondents, 200 million+ data points and six years of longitudinal tracking. It's a different way of accessing the same evidence, not a separate data source.
Who is Cibyl AI for HR and early careers teams who want a quick, evidence-backed answer without waiting for a research request or learning a dashboard.
Do we need training to use it No. Questions are asked in plain English, so no query language or analyst training is required.
How current is the data The underlying dataset is refreshed with each year's survey wave, so answers reflect the latest available data.
Cibyl AI

Find out more

See for yourself how you can get instant access to insight.
Get-intouch-image