currently in development
mata — digital eyes, fair play

digital eyes for professional sports

physics-based electronic line-calling technology designed for scalable and accessible competition.

initially focused on badminton, with future expansion into additional racquet sports.

mata
Malay
eyes, points
mata-mata
Malay
police

mata is a technology that acts as digital eyes policing professional sports where every point matters.

the problem

line-calling has not scaled with the sport

current systems are
  • expensive
  • difficult to deploy
  • labour intensive
  • inaccessible to many tournaments
result
  • inconsistent officiating coverage
  • controversial line calls
  • lower-tier competitions excluded
  • limited accessibility despite growing demand
the solution

a precise, deployable line-calling stack

three engineering principles guide every layer of the system.

01

physics-based trajectory modelling

trajectories reconstructed from first principles — drag, lift, and gravity — for high-fidelity ball flight estimation.

02

automated calibration workflow

court geometry and camera intrinsics resolved automatically, removing days of on-site setup and manual surveying.

03

scalable lower-cost deployment

designed around commodity hardware and a compact 4–6 camera footprint so more venues can adopt electronic line-calling credibly.

technology

engineered for credible decisions, at scale

±3.6
mm
target precision
4–6
cameras
architecture
<2
seconds
decision target
auto
calibration workflow
scale
deployment design
sports

built for badminton first

primary focus
badminton
future expansion
tennis
pickleball
table tennis
volleyball
benefits

value across the ecosystem

for federations & organisers

  • broader electronic line-calling accessibility
  • lower operational complexity
  • enhanced event credibility

for broadcasters

  • instant visual overlays
  • api-ready data integration
  • richer match storytelling

for players & fans

  • fairer line calls
  • greater transparency
  • improved viewing experience
development status
  1. completed

    hardware prototype tested

    first compact camera rig assembled and benchmarked off-court.

  2. completed

    initial trajectory reconstruction validated

    physics-based recovery of 3d flight from multi-view image streams.

  3. in progress

    digital twin development

    end-to-end virtual environment of court, cameras, and shuttle dynamics.

  4. in progress

    ongoing live experiments

    iterating on calibration, latency, and calls in real venue conditions.

about

independent. deep-tech. focused.

mata is an independent deep-tech initiative focused on building scalable electronic line-calling systems for modern sports.

combining mathematics, physics, software, and practical understanding of racquet sports.

get in touch

let's talk

for investment, collaboration, testing, or media enquiries.