Structured intelligence for education decisions
Better decisions start with better intelligence.
Nuvakin is building structured, evidence-backed intelligence to help people research, understand, compare and shortlist education options.
BSc Data Science
Example University
- Duration
- 3 years · placement year optional
- Source [1]
- Entry
- Mathematics at advanced level
- Source [2]
- Tuition
- Published per academic year
- Source [3]
- Intake
- September
- Source [2]
- Location
- City campus
- Source [1]
- 01
Research
Find what is relevant
- 02
Understand
See what it means
- 03
Compare
Like for like
- 04
Shortlist
With the evidence in view
01What we are building
Turning information into intelligence.
Education information lives across programme pages, prospectuses, fee schedules and policy documents. Nuvakin is building the infrastructure and products that bring it together as intelligence you can research, compare and decide with.
What makes information useful
- Structured
- Consistent fields and formats, so one programme can sit beside another.
- Evidence-backed
- Each data point linked to the source it came from.
- Understandable
- Plain language, with context where it matters.
- Comparable
- Like-for-like views across institutions, programmes and routes.
- Decision-ready
- Organised around the questions that come up when shortlisting.
02The intelligence concept
From source to decision.
Intelligence is information that has been checked, given structure and connected to what matters. Follow one programme record as it takes shape.
Source information: Details arrive in many formats from many places — brochures, web pages, documents.
Incoming details · Example A
5 fragments · 5 sources · unsorted
- Durationprospectus.pdf“3 yrs full-time, 4 with placement”3 years + optional placement
- Entryprogramme pageA-level Maths or equivalentMathematics, advanced level
- Tuitionfees pagesee fees & funding page ↗Published per year · update pending
- Intakefaqintake: Sept? Jan?September · January unconfirmed
- Locationmapscity centre campusCity campus
Conceptual illustration · example data
03How Nuvakin works
The Nuvakin Intelligence Platform.
NIP is the intelligence layer underneath everything Nuvakin builds. It turns scattered education information into a maintained, structured foundation — so every product starts from the same sourced information.
- 01
Collect
Gather education information from official and relevant sources — programme pages, institutional publications, policy documents.
- 02
Validate
Cross-check details against their sources, flag conflicts, and record where every fact came from.
- 03
Structure
Organise what is confirmed into consistent records that can sit side by side.
- 04
Maintain
Requirements, fees and policies change. Records are dated and revisited, and changes are tracked.
↺ Loops back to validation
- 05
Serve
Deliver structured, sourced intelligence to Nuvakin products — and to the people using them.
04Products & ecosystem
One foundation. Many decisions.
Nuvakin is organised as shared intelligence infrastructure with products built on top. Each product draws on the same structured, sourced information.
Decisions
People researching, comparing and choosing education optionsStudents, families, and the counsellors and institutions who support them
Intelligence products
Career intelligence
Career GPS
Explore career directions with structured information about roles, skills and the education routes connected to them.
Built on NIP
Education intelligence
Education decision experiences
Research, understand, compare and shortlist education options with structured, sourced information.
Built on NIP
Intelligence infrastructure
NIP
Nuvakin Intelligence Platform
The shared layer that collects, validates, structures and maintains education information — and serves it to every Nuvakin product.
- Collect
- Validate
- Structure
- Maintain
- Serve
Sources
- Programme information
- Institutional publications
- Policy & regulation
- Career information
05Why evidence matters
Built around evidence.
Better decisions need better information. Nuvakin is building intelligence grounded in structured, traceable information — so that when something matters to a decision, you can see where it came from.
Traceable
Every data point carries its source, so it can be checked.
Current
Requirements, fees and policies change. Records are dated and revisited.
Clear about uncertainty
Where information is unconfirmed or conflicting, Nuvakin says so rather than smoothing it over.
BSc Data Science · Example University
- Three years full-time, with an optional placement year.
- Entry requires mathematics at an advanced level.
- Intake is in September. A January intake is unconfirmed.
- Source 1
- Programme specification
- Type
- Institution publication
- Retrieved
- 14 days ago
- Status
- Verified against 2 sources
06Vision
Education decisions shape years of a life. They should rest on the clearest information available.
Many people take part in these decisions — students, families, counsellors and institutions. Nuvakin is building intelligence designed to be useful to all of them, alongside the guidance people already rely on.
We are starting with education information: programmes, requirements and the routes between them. The intelligence layer underneath is designed to grow from there.
07Waitlist
Join the waitlist.
Be among the first to use Nuvakin. Leave your details and we’ll be in touch as it opens up.