Building GigShield: How Team HACKKERS is Protecting Gig Workers with AI

veer pratap singh — Fri, 03 Apr 2026 18:27:59 +0000

🚀 Building GigShield: Why We Decided to Protect Gig Workers

Built by Team HACKKERS · Guidewire DEVTrails 2026

Every time we order something online, there’s a delivery partner out there making sure it reaches us.

Rain or shine. Traffic or chaos.

But here’s something we realized —
we rarely think about what happens when things don’t go right for them.

What happens when it rains heavily?
Or when a warehouse suddenly shuts down?
Or when a curfew stops everything?

For most gig workers, the answer is simple:

👉 They just don’t earn that day.---

The moment it became real for us

While exploring this problem, we came across a very relatable situation.

Ravi, a delivery partner in Chennai, earns around ₹700–₹800 a day. That’s not fixed — it depends on how many deliveries he completes.

On a normal day, he manages well.But on a rainy day?

His earnings can drop to ₹250–₹300.

And the difficult part is — it’s completely out of his control.

“One bad week can set my whole family back.”

That line stayed with us longer than we expected.

Because it made us realize — this isn’t just a “tech problem”.It’s a real-life instability that millions of people deal with.

A simple question that changed everything

We kept asking ourselves:

If apps can track weather in real time…
If systems can detect disruptions instantly…

Then why is financial protection still slow?

Why does insurance still feel complicated, delayed, and honestly… out of reach?

That question led us to one idea.---

🛡️ Introducing GigShield

At Team HACKKERS, we’re building GigShield —
a simple, practical way to protect gig workers from income loss.

The idea is straightforward:

👉 If something beyond your control affects your work, you get compensated automatically.

No forms.
No waiting.No confusion.

How it works (without the complexity)

GigShield quietly monitors real-world conditions like:

Weather 🌧️
Pollution 🌫️
Warehouse activity 🏭
Local restrictions 🚫

If something goes wrong in a worker’s area:

The system detects it
Our AI checks if it’s valid
The loss is estimated
💸 And money is sent instantly via UPI

All of this happens in under 2 minutes.

The worker doesn’t have to open the app.
They don’t have to request anything.It just works.

## What we’ve built so far

We’re still in the early stages, but seeing things come together has been exciting.

So far, we’ve worked on:

Building an AI-based risk model
Setting up automatic disruption detection
Creating a zero-touch claim pipeline
Designing a simple mobile-first experience

It’s still evolving, but the foundation is there.

What’s been challenging (and interesting)

This hasn’t been easy — and honestly, that’s what makes it fun.One big challenge is trust.

How do we make sure:

Genuine users get paid instantly
Fake claims don’t slip through

We’ve been exploring ways to use multiple signals — like location patterns, activity, and timing — to make smarter decisions.

Another challenge is simplicity.

Because for the person using this, it shouldn’t feel like a “system”.
It should feel like something that just helps when needed.

Why this matters to us

Somewhere during this journey, GigShield stopped feeling like just a hackathon idea.It started feeling… important.

Because if something as simple as this can ensure that a worker doesn’t lose their entire day’s income because of rain —

👉 that’s not just technology
👉 that’s real impact

What’s next

We’re now focusing on:

Improving fraud detection
Building dashboards for better visibility
Creating a full working demo

There’s still a long way to go, but we’re moving forward step by step.

### Final thought

We started this as part of a hackathon.

But now it feels like something bigger.

Not just something we’re building for a competition —
but something that could genuinely help people.

And that’s what keeps us going.---

📍 Built at Guidewire DEVTrails 2026
👨‍💻 Team HACKKERS

We’re building in public — follow our journey.

“Built by Team "HACKKERS" as part of Guidewire DEVTrails 2026”

GigShield #DEVTrails2026 #BuildInPublic #StartupIndia #GigEconomy

DEV Community: veer pratap singh