EdgeRed

🤓 Data & analytics experts
🇦🇺 Based in Sydney & Melbourne, Australia
📷 Social media team: Moon, Eldon, Raveena and Jasmyn

[EdgeRed @EdgeRedAU]

At EdgeRed, our leaders step into interim roles to help businesses bridge gaps, create stability, and spark innovation when it matters most.

👉Read the full story here: https://t.co/UXtr0yaTgv

#FractionalLeadership

[EdgeRed @EdgeRedAU]

With free public transport for under-18s across Melbourne, the question isn’t just where trains go — it’s what’s actually reachable from each station.

👉 https://t.co/v2fciA0LK1

#OpenData #DataVisualisation #Python #UrbanTech #TransportData #accessibility

[EdgeRed @EdgeRedAU]

Traditional app development is slow. By the time requirements are gathered and code is written, the business need has often shifted.

Read more about how PowerApps is transforming industries 👉https://t.co/zrO6lbLMgJ

#PowerApps #Microsoft #Automation #Microsoft365

[EdgeRed @EdgeRedAU]

Most dashboards don’t fail because of bad data – they fail because no one thought about design.

If users can’t find what they need in 5 seconds, they’ll give up. Good UX is essential.

👉https://t.co/3InI1WSWfI

#UX #DashboardDesign #DataProductThinking #Analytics #EdgeRed

[EdgeRed @EdgeRedAU]

For decades, ETL (Extract, Transform, Load) was the go-to approach for data integration. But with the rise of cloud platforms like Snowflake, BigQuery, and Redshift, ELT (Extract, Load, Transform) has taken centre stage.

👉 https://t.co/Cs3ba3Rk9N

#DataEngineering #ETL #ELT

[EdgeRed @EdgeRedAU]

💡 The top 15 high schools in NSW are clustered in Sydney’s most affluent areas.

In our latest blog, we dug into Australian Census data and HSC results to explore how wealth and education intersect.

👉 https://t.co/9OOHyUxAGU

#DataAnalytics #Education #NSW #DataStorytelling

[EdgeRed @EdgeRedAU]

🚀 Snowflake World Tour Sydney 2025 was packed with insights, energy, and some game-changing announcements in AI + data.

👉 Read about what we found most insightful and watch the full vlog here: https://t.co/R2I1r227Iv

#Snowflake #DataAnalytics #AI #DataInnovation #CortexAISQL

[EdgeRed @EdgeRedAU]

🚀 EdgeRed is one of Australia’s Best Workplaces™ 2025! 🎉

We’re honoured by this recognition, but even more grateful for the team that makes EdgeRed what it is every day.

👉 Read more: https://t.co/a1p4jd3AKj

#BestWorkplaces #GPTW #EdgeRed #BWAU25 #GPTWAU

[EdgeRed @EdgeRedAU]

How does Google Looker compare to other data visualisation tools?

✅Free & beginner-friendly
✅Seamlessly integrates with Google Analytics, Ads, Sheets & BigQuery
✅No coding required

Read more 👉https://t.co/2S1v6nlQ3v

#DataVisualisation #GoogleLookerStudio #DataInsights

[EdgeRed @EdgeRedAU]

✉️ Read this before you paste that email into ChatGPT!

AI agents don’t need to see names or phone numbers.
There are ways to automatically redact sensitive info before your prompt hits the model.

👉 Read more: https://t.co/QSfX7gOzUM

#AI #DataPrivacy #PII #ResponsibleAI

[EdgeRed @EdgeRedAU]

💡 What if AI could help—without seeing your data?

What happens when your prompts contain sensitive data? We’ve been working on a way to get both the power of AI without compromising on privacy.

👉 Read more: https://t.co/QSfX7gOzUM

#AI #DataPrivacy #ResponsibleAI #PII

[EdgeRed @EdgeRedAU]

🏸We love badminton, but we don’t love chasing RSVPs, calculating payments, and manually sorting out court bookings.

So we built an AI agent to do it all for us. All it takes is one slash command in Google Chat.

Read more👉https://t.co/wWy8E7QP46

#AI #AIagents #Automation

[EdgeRed @EdgeRedAU]

Model Context Protocol (MCP) is the a new standard that makes integrating LLMs with live tools, data, and services fast, scalable, and secure.

MCP shows what’s possible when AI has the right context.

👉 Read here: https://t.co/AJrMGK5hyz

#AI #LLM #MCP #AIintegration

[EdgeRed @EdgeRedAU]

🎊To wrap up EOFY, our Sydney and Melbourne teams hit the streets for a challenge-packed race. With only two hours, teams sprinted, solved clues, and snapped photos in a bid to take the crown.

👉 https://t.co/FPCTlJL8QE

#EdgeRed #EOFY2025 #AmazingRace #TeamCulture

[EdgeRed @EdgeRedAU]

🤖 We’re entering the next era of AI – and it’s all about agents.

Agentic AI isn’t just answering prompts – it’s setting goals, planning tasks, and getting work done. Think of it as moving from "AI assistant" to autonomous teammate.

Read more: https://t.co/xZ4yt9G7CX

#AI

[EdgeRed @EdgeRedAU]

🤖✨ Introducing our grads – but make it AI.

Welcome EdgeRed’s 2025 graduate cohort! Meet Archit, Vibhore, Alison, Natalie and Varun.

👉 Read the full post here: https://t.co/w2Y1eJl4xz

🔍 And stay tuned for more blogs and insights for July AI!

#AI #DataScience #Careers

[EdgeRed @EdgeRedAU]

LLMs don’t just make up answers – they make up answers that sound right.

That’s what makes data quality more critical than ever. In AI, vague inputs don’t just break dashboards – they quietly erode trust.

👉 https://t.co/ohwVPw4EFw

#AI #DataQuality #LLM #DataEngineering

[EdgeRed @EdgeRedAU]

Our data team’s favourite tools of 2025 (so far):
🔧 Arun – Apache Airflow
🧪 Bella – Terraform
📦 Kevin – dbt Cloud

Clean workflows, smooth handovers, faster builds.
👉 Read more: https://t.co/4CuS9Ttyyc

#dataengineering #dbt #apache #airflow #terraform #edgered

[EdgeRed @EdgeRedAU]

We’ve used Streamlit to turn ML models into simple, interactive apps that non-technical stakeholders can actually use.

Read more about how we’ve used Streamlit to make data tools more usable 👉 https://t.co/U647WUBCY1

#Streamlit #MachineLearning #Prototyping #DataApps #EdgeRed

[EdgeRed @EdgeRedAU]

Most teams don’t realise how much time they lose debugging dashboards and re-explaining metric definitions. dbt helps fix that – fast.

So if you’re wondering whether dbt is worth the hype - here’s our take.
👉 https://t.co/NWi4l5Lxvn

#dbt #dataengineering #analytics