An Australian AI consultancy

Practical AI SystemsBuilt for DeploymentBrinkByte helps organisations deploy AI safely through workflow optimisation, edge vision systems, and collaborative AI tooling.

Melbourne · Gold Coast · BrisbaneEst. 2023
WHAT WE BUILD

Built for operators and AI builders.

BrinkByte builds practical AI products for real work — Sigma turns camera infrastructure into operational intelligence, while Capsule gives AI-generated work a proper review loop.

For operators

Turn every camera into operational intelligence.

Sigma + Delta turn your existing camera fleet into a privacy-preserving, audit-ready operational intelligence platform. From a single site to a national footprint.

ΣCloud intelligence
Sigma

The cloud platform on top of Delta . Multi-site dashboards, real-time alerts, reporting and review tools for teams managing camera-based operations.

Talk to us about Sigma
ΔEdge vision
Delta

The edge AI runtime that connects to existing IP cameras and turns video into structured signals at the source.

Talk to us about Delta
For AI builders

Review AI-generated work together before it ships.

Capsule gives teams one private link for AI-generated apps, websites, reports and dashboards — with contextual comments, version history and a human approval loop.

CCollaborative review for AI generated work
Capsule

Share AI-generated apps, pages and reports, collect feedback directly on the page, and keep every revision connected as the work evolves.

Open Capsule
What we do

Four ways we engage.

Talk to us
01

AI & Data Strategy

Discovery, architecture and a defensible roadmap. The kind of strategy work that survives contact with the camera fleet.

  • Discovery workshops
  • Architecture design
  • Build vs buy
  • Deployment roadmap
02

Edge Deployment

We deploy computer vision on existing camera infrastructure — Jetson boxes, mixed-vendor fleets, real production conditions.

  • Edge hardware setup
  • RTSP / IP camera integration
  • Multi-site rollout
  • Remote model management
03

Custom Models

Off-the-shelf rarely fits. We train models on your environment — for behaviours, anomalies, and domain-specific events.

  • Custom training pipeline
  • Behaviour & event detection
  • Continuous retraining
  • Compliance review
04

Operations & Support

We don't disappear at handover. Ongoing model retraining, fleet health, and the boring infrastructure that has to just work.

  • 24/7 fleet monitoring
  • Quarterly retraining
  • SLA & incident response
  • Embedded engineering
Selected work

Recent deployments.

Talk to us
Retail / Outdoor Power EquipmentOngoing · 2025

How Karl’s Mowers used computer vision to optimise store layout and lift revenue

BrinkByte installed computer vision across Karl’s Mowers to measure store entry traffic, dwell time at the service counter, and customer engagement across key product zones. These metrics now help the team understand conversion, queue pressure and product interaction — giving them the data to optimise their bricks-and-mortar store instead of relying on guesswork. “This is great tech. We can finally measure different elements of our store instead of guessing. Now that we can measure, we can optimise. Jase and Alec at BrinkByte have been great to work with — highly recommend them.” — Steve, Karl’s Mowers

18%
Improvement in sales conversion by comparing entry traffic against completed purchases
30 %
Increase in product-zone engagement after optimising layout and product placement
22%
Reduction in service-counter dwell time by identifying queue pressure and improving staff response
AI Software / Product WorkflowOngoing · 2026

How Capsule reduced review time for AI-generated HTML artefacts

Capsule gives builders a faster way to share, review and iterate on AI-generated HTML artefacts. Instead of sending files, screenshots or staging links around for scattered feedback, teams use one private review link where stakeholders can comment directly on the work and approved changes can be pushed back into the next version.

65%
Reduction in review workflow time for AI-generated HTML artefacts
3x
Faster iteration cycles by keeping feedback, revisions and approvals on one live link
80%
Less time spent consolidating screenshots, Slack comments and scattered stakeholder feedback

Tell us about your space.

Most useful first conversations take 30 minutes. We'll come ready with questions about your camera infrastructure, your privacy posture, and what you're actually trying to measure.