School IntelligenceLearner Intelligence

EVERY LEARNER MATTERS. EVERY DAY MATTERS.

See the learner.
Not just the marks.

Competence Studio helps educators understand the story behind the learner.

Every attendance record, assessment, observation and learner-support activity contributes to a richer understanding of a learner's educational journey.

Competence Studio connects this information across terms and academic years, giving authorised educators the context to recognise difficulties sooner, provide appropriate support and monitor what happens next.

A fictional local demonstration. No school database or AI service is contacted.

An educator working alongside a uniformed learner in a South African classroom.
THE WHOLE LEARNERA fuller picture.
A more thoughtful next step.

Information supports the conversation.
It does not replace it.

ONE LEARNER. MANY SOURCES OF INSIGHT.

Everyday records become
a connected learner story.

A mark tells one part. Attendance adds context. An observation can change the question. Support and follow-up show what the school did next.

The learner
at the centre.

Relevant evidence.
Professional judgement.
Appropriate access.

01Academic achievement
Confirmed results and the learner's actual working.
02Attendance
Presence and absence records, without guessing at causes.
03Curriculum context
What was taught and assessed—not proof of mastery.
04Educator observations
Strengths, participation and concerns recorded factually.
05Conduct
Positive recognition and governed follow-up for concerns.
06Support & intervention
What was planned, provided and reviewed by educators.
07Follow-up evidence
Later evidence kept separate from the original record.
08Continuity over time
A relevant history across grades, classes and years.

A 360-degree view does not mean unrestricted access. Sensitive information remains governed by role, purpose and school procedure; missing information stays visible as a gap.

EXPLORE A FICTIONAL LEARNER STORY

Behind a result,
there is a learner.

Choose a source to see what it establishes, what remains unknown and the next useful educator question.

UBUNTU SECONDARY SCHOOL · SYNTHETIC DEMONSTRATION

Learner D Grade 10 · Mathematics · Term 1

Confirmed assessment continuity plus clearly labelled synthetic supporting records.

FICTIONAL DATA
Choose a part of Learner D's story
CONFIRMED ASSESSMENTSource: Assessment Intelligence continuity record

WHAT THE RECORD SHOWS

A total is the starting point.

Term 1 assessment
24 / 50 · 48%
Trigonometry
2 / 12 · 17%

The trigonometry result deserves a closer look at the learner's working before support is selected.

What we cannot conclude

A result does not establish the cause of a difficulty, the learner's ability or a diagnosis.

Assessment: A total is the starting point. Fictional example, not a learner evaluation.

The original 24/50 assessment and 2/12 trigonometry result remain unchanged. The later 5/8 check is a separate record and is not proof that an intervention caused improvement.

EDUCATOR-LED INTERVENTION

Recognise the need.
Keep the response connected.

The platform connects the evidence and professional record. The educator decides what it means, what support is appropriate and whether further assistance is needed.

  1. 01Recognise

    Review the confirmed 24/50 result and 2/12 trigonometry evidence.

  2. 02Understand

    Examine Learner D's actual working and discuss the reasoning.

  3. 03Plan

    Choose a focused objective and prepare or adapt suitable material.

  4. 04Support

    Teach, practise and record the separate support activity.

  5. 05Review

    Consider the later 5/8 check and decide what should happen next.

ORIGINAL ASSESSMENT

24 / 50 overall · 2 / 12 trigonometryConfirmed Term 1 evidence

EDUCATOR-DIRECTED SUPPORT

Targeted trigonometry activityRecorded separately

FOLLOW-UP CHECK

5 / 8New evidence; causation not claimed

The scores come from different tasks and cannot be treated as a like-for-like improvement calculation. The educator reviews independent work and decides whether further support is needed.

Explore the assessment-to-intervention cycle →

FROM ONE YEAR TO THE NEXT

A learner's story shouldn't
start again every January.

Relevant history can help a new educator understand earlier strengths, recorded support and questions that still need attention—without reconstructing the learner's story from scattered files.

Earlier-year marks are deliberately absent. The qualitative records are synthetic and do not manufacture a trend.

  1. 2024 · GRADE 8 · SYNTHETIC

    A strength is noticed.

    A dated observation records constructive participation in collaborative problem solving.

    Observation only · no academic mark invented
  2. 2025 · GRADE 9 · SYNTHETIC

    A useful strategy is retained.

    A support note records that labelled diagrams helped structure multi-step geometry work.

    Support context · no claim of lasting effect
  3. 2026 · GRADE 10 · ESTABLISHED CONTINUITY

    The current evidence adds a chapter.

    The 24/50 assessment, 2/12 trigonometry component, support activity and separate 5/8 follow-up remain distinct records.

    Confirmed fictional assessment continuity
SUBJECT EDUCATOR

Relevant teaching evidence

Subject results, learning observations, support and approved context needed for teaching.

HOD / PRINCIPAL

Authorised oversight

Relevant academic, procedural and restricted records according to responsibility.

PARENT / GUARDIAN

An appropriate progress view

Approved summaries and meaningful progress information—not confidential educator notes or unrestricted incident records.

Changes in grade, curriculum and assessment demand matter. A lower mark alone does not establish regression, and different tasks are not automatically comparable.

LEARNER CONDUCT. PROPERLY RECORDED. APPROPRIATELY ADDRESSED.

Recognise the positive.
Handle concerns responsibly.

Conduct records should preserve observed facts, protect sensitive information and keep authorised decisions separate from allegations or preliminary concerns.

  1. 01 / OBSERVE

    Record what happened.

    Capture positive conduct or a concern factually, with date and source.

  2. 02 / RECORD

    Add relevant context.

    A detailed statement may be prepared, including voice assistance where authorised.

  3. 03 / REVIEW

    Check before routing.

    The educator reviews and confirms the statement; AI does not determine guilt.

  4. 04 / RESPOND

    Reach the authorised official.

    Investigation, findings and decisions follow school authority and procedure.

  5. 05 / FOLLOW UP

    Keep the outcome connected.

    Record approved action and relevant follow-up under appropriate access.

Observed fact

What the educator directly saw or heard.

Allegation

A reported claim that has not been established.

Investigation

Authorised consideration of the available information.

Finding & decision

An outcome made by the authorised school role—not by AI.

Sensitive conduct information is not automatically displayed in every learner profile, subject report or parent view. This public page contains no real incident record and offers no reporting service.

TERM-END LEARNER REPORTING

The marks are already there.
Let the report tell the fuller story.

Competence Studio assembles the available confirmed evidence so the educator does not have to reconstruct months of learning, attendance, observations and support from memory.

LOCAL ILLUSTRATIVE INTERACTION

Review the draft learner narrative

AI-ASSISTED DRAFT

Draft ready for educator review. Nothing has been approved or stored.

SUBJECT REPORT

Relevant to the educator's subject.

Academic evidence, subject observations and related support without unrestricted access to confidential records.

CONSOLIDATED LEARNER SUMMARY

Authorised and broader in scope.

Approved evidence across subjects and responsibilities, assembled for the appropriate school role and purpose.

The interaction runs only in this browser. It does not call an external AI service, save edits, alter marks or issue a report to a learner or parent.

RELIABLE RECORDS. RESPONSIBLE USE.

Keep the evidence traceable.
Keep decisions human.

Relevant records can support attendance, learner-support, conduct, assessment and reporting procedures without promising automatic legal or policy compliance.

01

Source and date

Retain where the record came from, when it was created and the responsible role.

02

Correction and approval

Keep approved corrections and status changes visible without rewriting source evidence.

03

Appropriate access

Role and purpose determine which sensitive records may be seen or acted upon.

04

Professional responsibility

AI can assist with a draft. Educators and authorised officials investigate, decide and approve.

CAPTURE ONCE. USE ACCORDING TO PURPOSE.

One educator action.
Two related records.

The same authorised activity can contribute to the educator's professional record and the learner's relevant history without being captured again.

DIGITAL EDUCATOR FILE

The educator's practice.

Evidence of teaching resources, professional decisions and support activities.

Explore the Educator File →

LEARNER INTELLIGENCE

The learner's experience.

Relevant evidence of progress, support and follow-up, available according to permission.

Connected information. Different purposes.
Illustration of fictional learner evidence across terms, ending in an educator-reviewed summary.
Illustrated explainer poster · video in preparation

EVERY LEARNER HAS A STORY

Everyday records.
A growing learner history.

This future illustrated explainer will show how ordinary school information accumulates across time, supports earlier attention and culminates in an educator-reviewed term summary.

Reviewed video to follow

No media file or inactive play button has been added. The established accessible player will be used when approved poster, video and caption assets are available.

EVERY LEARNER MATTERS. EVERY DAY MATTERS.

Know the learner better.
Recognise needs sooner.
Keep the next step informed.

See how Competence Studio can connect the school information you already record—giving educators more context and more room to support learners thoughtfully.