Community Wolf

Predicting crime. Powering safety. Building infrastructure.

[CapeTalk on 567AM @CapeTalk]

Meet the Finalist: Community Wolf’s co-founder, Nick Mills, whose business uses technology, data, and collaboration to address personal and community safety concerns across South Africa.

Using information on crime and safety in community group chats and forums, Community Wolf creates structured analyses and insights to identify patterns, improve response time and help safety teams become more proactive.

Learn more about Nick and Community Wolf on https://t.co/mQ6kUc77lh

Has your business turned a problem into a business solution? Enter the 2026 Nedbank Business Ignite with CapeTalk here: https://t.co/3TBm6XfiM2

#CapeTalkNedbankBusinessIgnite

[Community Wolf @CommunityWolfAI]

https://t.co/n7bcZwD5Xw

[Community Wolf @CommunityWolfAI]

One network.

Four signal types.

Most safety data has a single-source blind spot. SIA composes four into one.

[Community Wolf @CommunityWolfAI]

That is why a SIA score holds up where a single dataset falls down.

[Community Wolf @CommunityWolfAI]

https://t.co/n7bcZwD5Xw

[Community Wolf @CommunityWolfAI]

There is a weather API.
A payments API.
A maps API.

There has never been one for physical safety.

So every team built it themselves or made do with stale public crime data.
SIA changes that.

[Community Wolf @CommunityWolfAI]

Live in production across 7 countries, 16 metros, 3.8M hexes indexed.

The data layer for physical safety.

[Community Wolf @CommunityWolfAI]

SIA is the Safety Intelligence API.

One call returns a safety score for a location, the breakdown behind it, and the context around it.

We own the data layer. You query it.

[Community Wolf @CommunityWolfAI]

https://t.co/HzvFnJCMUz

[Community Wolf @CommunityWolfAI]

A mother in Joburg pulls up Uber, sees the surge, decides to drive her daughter herself.

The route options come up. Twelve minutes either way.

[Community Wolf @CommunityWolfAI]

Community Wolf isn't building the maps.

We're building the intelligence layer maps, apps and platforms ride on.

Free for communities.
Foundational for everyone. →

[Community Wolf @CommunityWolfAI]

The first insurer in this market to wire SIA into their pricing engine doesn't get a feature.

They get a moat.

[Community Wolf @CommunityWolfAI]

Insurance is, at its core, a pricing problem.

You charge for the risk you can see.

The risk you can't see, you average, and someone always pays too much while someone else pays too little.

[Community Wolf @CommunityWolfAI]

None of those reflect what's happening this week.

Real-time, hex-level, contributor-rich safety data does.

The data layer to do this exists. It's live. There's an API in front of it.

[Community Wolf @CommunityWolfAI]

The same engine that lets a security operator score their estate lets a logistics platform reroute around a corridor that's been hot all week.

You don't need to be a security company to get value out of safety data.

[Community Wolf @CommunityWolfAI]

Every logistics route in SA is a risk decision.

JHB CBD to Roodepoort at 3am ≠ 11am.

Materially different, different hijacking incidence, different no-go zones, different escalation patterns.

Most fleet platforms can't see any of that.

[Community Wolf @CommunityWolfAI]

SIA changes the inputs.

Send a route. Get back a per-segment risk profile; colour-coded, hex-level, time-aware.

Friday afternoon highway trip and Tuesday-night last-mile delivery.
The model knows the difference.