Frequently Asked Questions

SkyHyve is an Australian owned and operated company focused on giving schools what they need to manage marks reliably and act on academic data with clarity. The Managed Markbook gives schools a dependable way to capture, manage, and govern marks. The School Statistical Suite provides HSC and VCE predictions, longitudinal performance tracking, and defensible student rankings from school assessment data.

We work with secondary schools across Australia to help educators reduce spreadsheet dependency, improve reporting consistency, and get more from their academic data.

Many school platforms focus on reporting information after it has already been collected. SkyHyve focuses on the entire journey from assessment workflow through to academic insight, helping schools build reliable data foundations and get more value from the information they already have.

The Managed Markbook reduces fragmented workflows, inconsistent faculty processes, and spreadsheet dependency, creating a more reliable foundation for reporting, moderation, academic oversight, and the analytics built on top of that data.

The School Statistical Suite turns that reliable data into HSC and VCE predictions, longitudinal performance tracking, and defensible student rankings, helping schools understand what is changing, whether current strategies are working, and where resources should be directed next.

Bringing assessment workflows together in the Markbook also reduces the cost and effort associated with parallel reporting tools, spreadsheet reconciliation, and manual analysis.

Many schools already have capable systems, but staff often end up working around them through spreadsheets and parallel processes. SkyHyve is designed to complement, not replace, your existing systems or data staff. It automates the complex statistical modelling and benchmarking that data teams typically build by hand, producing accurate, ready-to-use insights from your existing data.

Data specialists and school leaders use SkyHyve to save hours of manual analysis and gain greater accuracy than traditional methods allow. Because SkyHyve works directly with your existing data, it integrates into your workflow without system redesign or disruption. SkyHyve performs this statistical work with full rigour rather than shortcuts, so schools that already value reliable data get analysis they can stand behind.

They are two distinct platforms. The Managed Markbook is a school markbook for capturing and governing assessment data across the reporting cycle, with workflows designed for teachers, Heads of Department, leaders, and IT staff. The School Statistical Suite is a separate academic analytics platform for HSC and VCE result predictions, longitudinal performance tracking, and defensible student rankings.

The two share a brand and a philosophy. Each platform is useful on its own. Schools that adopt both gain analytics running on data captured under consistent academic workflows.

The Managed Markbook gives schools a single, structured place to manage assessment data across the entire reporting cycle. Teachers enter marks, Heads of Department manage assessment structures and weightings, leaders see live cohort information, and administrators manage permissions and reporting periods.

Weighted calculations, learner profiles, reporting periods, lock statuses, and grade cutoffs are built directly into the system, so schools no longer need to coordinate complex assessment workflows through spreadsheets. It stays familiar to anyone used to a spreadsheet, with customisable structures and built-in tracking for Illness/Misadventure Applications (IMAs).

When reporting time arrives, the data is already organised, consistent, and ready to use.

Spreadsheets are flexible, but they quickly become difficult to govern at a whole-school level. Different faculties build different processes, formulas break, permissions become unclear, and multiple versions of the same file start circulating during reporting periods.

The Managed Markbook replaces these disconnected workflows with a structured platform that keeps assessment data consistent, auditable, and centrally managed.

Every change is tracked, permissions are controlled properly, and staff work from a single source of truth instead of parallel spreadsheets. In short, you keep the familiar feel of a spreadsheet with the control, accuracy, and oversight a spreadsheet cannot provide.

Reliable analytics depend on reliable operational data. In many schools, assessment information becomes fragmented across spreadsheets, faculty-specific workflows, and disconnected systems.

The Managed Markbook improves data quality by giving schools a consistent structure for assessment data, permissions, reporting periods, grade cutoffs, and assessment components.

That consistency reduces duplication, improves accountability, and creates a stronger foundation for reporting and analytics across the entire school. When a number is challenged, the workflow behind it is auditable and the data holds up.

Many school dashboards are designed to report information. The School Statistical Suite is designed to answer questions.

A dashboard can tell you a student scored 80 percent. The harder question is whether that result is genuinely strong, weak, improving, or concerning, and what it is likely to mean for that student's future outcomes.

These are the questions schools really care about: why a cohort is underperforming, whether a student should continue with a subject, whether an intervention is working, where additional support is needed, and what is likely to happen if current trends continue.

Answering them takes more than reporting what was recorded. It means understanding performance in context and using that information to estimate likely outcomes, including HSC and VCE predictions.

The goal is not another set of charts. It is to help schools answer the questions behind subject selection, intervention, resourcing, and program evaluation.

SkyHyve predicts HSC results from how a school's students are performing right now, using the marks already held in the school's assessment data rather than relying primarily on historical cohort outcomes. For each student and each subject, it analyses current performance in the context of broader subject-level performance patterns.

Predictions should reflect where a student is heading, not where they were three years ago.

Because the predictions are based on current assessment performance, they remain responsive to improvement throughout the senior years. SkyHyve does not rely primarily on Year 9 NAPLAN results. While NAPLAN can provide useful context, it is a single assessment completed several years before the HSC or VCE, and students often develop significantly during that time. Subject choices, engagement, study habits, teaching programs, and personal circumstances can all change, making current assessment performance a more accurate indicator of likely outcomes.

As new assessment results are entered, predictions change to reflect current performance. Students can see how improvements in their assessment results may influence future outcomes, helping them understand the relationship between effort, achievement, and likely results. Rather than presenting a future that appears predetermined by a single historical data point, the predictions remain responsive to the performance students are demonstrating today.

The platform combines a student's assessment results with subject-specific statistical analysis and official HSC scaling information to estimate likely external outcomes. This produces predicted results for individual subjects, along with insight into how different subjects may contribute to a student's ATAR.

This differs from purely rank-based approaches, which estimate outcomes primarily from a student's position within a cohort. By analysing current assessment performance alongside subject-specific patterns, SkyHyve can reflect how a particular cohort is performing rather than assuming every year behaves like the last.

Predictions are built from the school's own assessment data, and the same statistical foundation also supports the platform's VCE predictions and broader academic analytics.

SkyHyve's predictions are designed to give schools a reliable indication of likely student performance before external results are released. Historically, our individual subject predictions have achieved a median absolute error of less than three percent, and our ATAR predictions a median absolute error of less than 1.5 ATAR points.

Predictions indicate direction rather than guarantee an exact result. Their value lies in helping schools identify risks early, support subject selection conversations, and make informed academic decisions before final results arrive.

The most important trends in a school are often invisible in a single reporting period.

Performance Tracking shows how student, cohort, subject, and faculty performance changes over time. Schools can spot long-term trends, see where academic growth is strongest, and judge whether interventions and programs are delivering meaningful improvement.

That helps leaders focus on whether their strategies are genuinely working, and gives a firmer basis for decisions about resourcing, program evaluation, and academic planning.

Traditional rankings often treat all assessment tasks as if they are equally informative and all subjects as if they can be compared directly.

Fair decisions require fair comparisons.

SkyHyve's Student Rankings are designed to provide a fairer picture of student achievement by considering the context of assessment performance rather than relying solely on raw averages or simple rank positions. The rankings draw on principles similar to those used in external assessment systems such as the HSC and VCE, helping schools compare achievement more consistently across different subjects and assessment programs.

Schools use Student Rankings to support awards, recognition programs, academic review processes, and other decisions where a consistent whole-school view of achievement is important.

SkyHyve helps schools understand how performance is changing across students, subjects, classes, and cohorts over time. SkyHyve works with more than internal marks: it incorporates Allwell stanine data today, with NAPLAN and PISA support on the way, so schools can track the full picture of student performance over time and act on issues sooner.

The School Statistical Suite supports decisions around:

• Academic progress
• Subject selection
• Teaching impact
• Cohort performance
• Student rankings and awards
• Program evaluation
• Resource allocation
• Where additional support or intervention may make the greatest difference

These insights help schools move beyond isolated reporting periods to see where attention should be focused next.

When a student misses an assessment task due to illness, misadventure, or other approved circumstances, schools often need to estimate what that student would likely have achieved had they completed it.

Students should not be advantaged or disadvantaged by circumstances beyond their control.

Assessment Estimations is a specialist service designed for exactly this. Rather than relying on raw averages, ranks, or a single task result, it uses the student's broader performance record and the relationships between assessment tasks to support fair, valid, and statistically defensible comparisons.

The goal is not to replace professional judgement, but to give schools a consistent evidence base for these decisions.

Yes. The Managed Markbook is designed to work alongside the systems schools already use, including platforms such as TASS and Schoolbox.

For markbook implementation, SkyHyve can connect through supported integrations for students, staff, classes, enrolments, assessments, assessment components, and results. Schools can also begin with CSV or Excel imports where appropriate. These imports need to include the required fields for each data type, and SkyHyve provides a template so schools know exactly what to supply.

The School Statistical Suite can analyse existing school data supplied through supported files or integrations, allowing schools to gain deeper insight without replacing their current systems.

The Managed Markbook securely stores assessment data as part of the platform. This allows schools to manage marks, assessment structures, permissions, reporting periods, audit history, and related workflows over time.

The School Statistical Suite does not permanently store uploaded files after processing. It is designed to process supplied data securely and discard those files after use.

In both cases, data is handled according to SkyHyve's privacy and security controls, with Australian data residency, access control, and encryption forming part of the platform design.

SkyHyve handles data according to the service being used. The Managed Markbook securely stores assessment and workflow data as part of the platform, while the School Statistical Suite does not permanently store uploaded analysis files after processing.

Both platforms are designed with privacy and security controls including access control, encryption, secure hosting, and Australian data residency. SkyHyve also supports Single Sign-On (SSO) for secure and streamlined access where enabled by the school.

More detail is available on our Security and Privacy page.

For full details, please see our Privacy Policy.

Only one feature does, and only if you choose to use it. The School Statistical Suite includes an optional plain-English assistant that uses a large language model so staff can ask questions about their data in everyday language. It runs only with explicit user consent and is not required to use the core platform.

Everything else, including all HSC and VCE predictions, performance tracking, and student rankings, is produced using rigorous statistical methods, not large language models. No other part of the Managed Markbook or School Statistical Suite sends your data to an LLM.

More detail is available on our Security and Privacy page.

Alongside, not instead of. The Managed Markbook integrates with TASS and Schoolbox for student, staff, class, and enrolment data, and supports CSV or Excel imports for schools that want to start without a full integration project. The School Statistical Suite analyses school assessment data using the information your school already captures through existing systems.

Neither platform asks you to redesign the systems your school already runs. Both platforms are fully usable as standalone systems, with integrations available for schools that want tighter alignment with existing workflows.

Getting started with SkyHyve is quick and simple. Reach out to our team at [email protected] to discuss your school's goals, and we'll help you begin straight away. Many schools can begin using SkyHyve within a day, with optional Single Sign-On (SSO) integration available.

The first time you see your school's data in SkyHyve, you'll see how quickly it turns into something you can act on.

No. Most schools start with one cohort, one reporting period, or one workflow problem. A Year 11 group, a single department, or the next reporting cycle. Schools can start with a single workflow or platform and expand over time at a pace their team can absorb.