SPANDA
AI-powered posture analysis to improve technique & reduce injury

Analyse posture, improve technique, reduce injury risk and measure skills

Is subjective fitness assessment impeding student progress?

Schools are expected to improve wellbeing, reduce injuries and report impact, but most still rely on manual observation, basic fitness tests and spreadsheets that don’t scale. As programs grow across multiple campuses, it becomes difficult to apply consistent standards, see trends over time or personalise support for each child.

PAIN POINTS

  • Subjective assessments

    General fitness is assessed subjectively, with no consistent benchmarks across classes, ages and genders.

  • Administrative time

    Collating progress reports for parents, school leaders and group executives consumes significant administrative time.

  • Reactive intervention

    Posture, balance and movement quality issues are often only noticed once injury, pain or disengagement appears.

  • Inconsistencies

    ​Multi-school groups struggle to ensure the same quality of fitness programming and wellbeing outcomes at every campus.

Introducing SPANDA Schools

SPANDA for Schools uses advanced camera-based computer vision to analyse students performing a defined set of age-appropriate general fitness techniques, producing objective scores for overall fitness and core movement pillars such as posture, balance, mobility and strength.

Proven AI for Enhanced Student Fitness

PRODUCT FEATURES

  • Camera-based AI assessment

    Uses standard cameras and advanced computer vision to assess movement quality without suits or markers.

  • Age-appropriate fitness protocols

    Predefined technique sets for children aged 5–15, covering general movement, balance and core strength.

  • Role-based dashboards

    School, coach and student dashboards provide views at player, class, age, gender and school-group levels.

  • Data for action

    Fast, accurate data on player performance and participation supports targeted coaching and evidence-based wellbeing planning.

  • No wearables

    No suits, markers or complex wearables are required, making it easy to deploy in any school environment.

PRODUCT APPLICATIONS

  • Run termly or annual assessments across cohorts to measure posture, balance, core strength and general fitness in PE and wellbeing programs.

  • Monitor how different classes, year levels and genders are progressing, and quickly identify groups needing extra support.

  • Give multi-school operators a unified view of fitness and movement health across campuses, enabling consistent standards and targeted investment.

  • Share clear, visual reports and dashboards that demonstrate wellbeing outcomes and program impact to parents, principals and boards.

PRODUCT BENEFITS

Measurable ROI

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Stronger student wellbeing outcomes by 20%

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Consistent fitness standards and program quality

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Enhanced parent engagement and trust

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15–30% reduction in time spent on manual tests

Success stories

Using data-backed insights to support each child’s fitness journey.

SPANDA is already deployed across 45+ GEMS Education schools, where coaches and students have reported positive experiences and clearer insight into fitness and movement development. Already used across 45+ GEMS Education schools, SPANDA builds a longitudinal profile of movement and fitness for each student aged 5–15, giving educators the data they need to support wellbeing, safe participation and progressive improvement over time. Through Neologiq’s 100% Australian-owned delivery and experience in over 50 schools, the platform is tailored to your curriculum, coaching philosophy and wellbeing priorities.

Are your athletes getting the data-driven coaching they need to excel?

Elite school and club programs often rely on the “coach’s eye” and manual video review, which are hard to scale and standardise as teams, coaches and seasons change. Without objective, repeatable metrics, it is challenging to identify micro-technique issues, compare athletes fairly or prove the impact of high-performance programs.

PAIN POINTS

  • Real-Time limitations

    Subtle technique differences that affect performance and injury risk are easy to miss in real time.

  • Tracking Issues

    Data is fragmented across videos, notes and spreadsheets, making long-term tracking difficult.

  • Accessibility Issues

    High-performance tools are often reserved for a small group of top athletes, limiting reach.

  • Subjective Data

    Return-to-play decisions rely on subjective judgement rather than objective movement data.

Introducing SPANDA Sports

Proven AI for Enhanced Elite Technique and Talent Development

SPANDA Sports applies advanced pose estimation and pre-built elite performance models to analyse technique across major sports including AFL, athletics, cricket, golf, gymnastics, rowing, rugby, soccer and tennis. Athletes are assessed on starting position, movement through the action and final position, with each technique broken into micro-components and scored against defined pass marks.

PRODUCT FEATURES

  • Sport-specific AI models

    Pre-built models for major sports, plus the ability to configure additional discipline-specific techniques (e.g. Padel, swimming, fencing, gymnastics).

  • Stepwise technique training

    Athletes are assessed and trained iteratively until they reach pass marks for each micro-component of a technique.

  • ​Immersion Room architecture

    Reference designs for hardware, software, network and data layers, including cameras, sensors, edge devices and coaching portal.

  • Multi-audience dashboards

    ​Player, coach, parent and performance staff dashboards with session summaries, comparisons and alerts.

PRODUCT APPLICATIONS

  • Use objective data to spot emerging talent and track readiness for higher levels of competition.

  • Provide elite squads with detailed technique analysis and benchmark them against sport-specific models.

  • Assess movement quality before and after injury to support safer, evidence-based return-to-play decisions.

  • Build flagship immersion rooms that combine AI, XR and sensor data to deliver cutting-edge training experiences.

PRODUCT BENEFITS

Measurable ROI

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Reduced injury risk through early detection

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A premium, immersive training experience

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A scalable model for high-performance environments

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More precise coaching, with objective metrics

Success stories

Trialled and tested in high performance settings with positive feedback

SPANDA has been successfully trialled with innovative GEMS schools including GWA, Modern, Jumeira College and SRI, with positive feedback from coaches and athletes on elite and sport-specific applications.

Are unsafe manual handling habits putting your workforce at risk?

In sectors such as warehousing and logistics, manufacturing, construction and healthcare, traditional safety training often involves periodic classroom sessions, posters and toolbox talks with limited insight into how people actually move on the job. As workloads increase and teams turn over, it becomes difficult to maintain safe technique and to prove training effectiveness.

PAIN POINTS

  • No Real Time Feedback

    Workers receive generic guidance once, but have little real-time feedback to correct unsafe habits.

  • Lack of Data

    Safety teams lack continuous data on posture and movement quality in real work environments.

  • Injuries

    Manual handling injuries and musculoskeletal claims remain stubbornly high despite repeated training efforts.

  • Links to Training

    Organisations struggle to link specific training activities to measurable reductions in injuries and near misses

Introducing SPANDA Work

Proven AI for Enhanced Manual Handling and Movement Safety

SPANDA Movement Health & Safety uses pose estimation to analyse how workers lift, carry and handle loads, comparing their movements to best-practice models and flagging risky techniques in real time. Each action is assessed from starting position through execution to completion, with simple, actionable summaries generated at the end of each task.

PRODUCT FEATURES

  • Pose estimation and training

    Select and deploy a pose estimation system that fits your environment, integrated with existing safety and training modules.

  • Real-time feedback

    Deliver visual or auditory cues when posture deviates from recommended positions during tasks.

  • Benchmarking and data analysis

    Establish acceptable movement benchmarks, record posture data and analyse trends to measure program impact.

  • Gamification and self-assessment

    Use challenges and self-check tools to make safe technique engaging and encourage ongoing self-correction.

  • Analyse lifting, stacking and picking techniques to reduce back and shoulder injuries during pallet and parcel handling.

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  • Monitor repetitive lifting, line work and workstation ergonomics to address cumulative strain.

PRODUCT APPLICATIONS

  • Assess how workers handle tools, materials and awkward loads across different tasks and environments.

  • Support safer patient and resident handling by reinforcing correct postures and movement strategies.

PRODUCT BENEFITS

Measurable ROI

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Stronger safety culture

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Clear evidence of effectiveness

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Scalable and technology enabled

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Substantially reduced injuries

Success stories

TBA

TBA

Ready to take your game to the next level with Spanda?

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