When the off-the-shelf tool doesn't exist, we build it.

Custom workflows, prototype development, and one-off AI experiments for businesses with a specific problem the market hasn't solved yet.

Build Something New See Recent Builds

Your problem is too specific for any vendor to care.

You searched. You demoed. Nothing fits. Now what?

You have a real, weird, business-specific workflow that nobody's automated yet — but you know AI could.

You don't want to fund a startup. You want a working tool by Q2.

AI Wrangler Labs

Rapid prototyping. Real production code. Your IP.

We build custom AI tools and prototypes the way good engineers build — fast, focused, tested with real users, and shipped to production.

Custom Workflows

Built end-to-end around your weird, specific business reality. Not configured — built.

Prototype Development

From idea to working prototype in weeks. Test it with real users. Decide what's worth scaling.

AI Experiments

Want to test if RAG/agents/voice/vision could change a workflow? We scope, build, and measure — fast.

Production-Ready Code

When the prototype works, we ship the production version. Your code, your IP, your repo.

In the wild

What this looks like in real businesses.

Internal Tool Build

Custom dashboard for a workflow no SaaS does well — built in 4 weeks.

AI Voice Prototype

Voice agent for an industry-specific use case — prototype in 2 weeks, production in 8.

Document Intelligence

Extract structured data from your industry's specific document types. RAG pipeline included.

Engagement options

Three ways to start.

Pick the shape that fits where you are. Custom pricing is shared on the call.

Starter

Prototype sprint

Best for: 1 specific idea

2-week prototype sprint

Working demo in your environment

Recommendation: kill, iterate, or ship

Source code + handoff doc

Recommended

Growth

Prototype → production

Best for: Validated build

Everything in Starter

Production build (4–8 weeks)

Hosting + monitoring setup

30-day warranty post-launch

Maintenance retainer optional

Custom

Embedded build team

Best for: Multiple builds

Dedicated build squad

Multi-prototype roadmap

Quarterly product reviews

First-look on new AI capabilities

30-day post-launch warranty on every engagement. If it isn't working as scoped, we fix it free. No tickets, no change orders.

If it doesn't exist yet, build it before your competitor does.

Custom AI builds for businesses with specific, real-world problems.

Build Something New