AI

We’re an AI product studio for ambitious teams

We embed with the world's leading companies and build AI-native products and capabilities that ship in 30 to 90 days.

Everyone's spouting off about AI but your roadmap's full and your team's already at capacity.

We close that gap: one team to figure out where AI actually fits, embeds into your sprints, and ships AI-native products you own when we're done.

Why Rare Days

1

We support busy teams, not replace them.

We'll embed alongside your team so AI gets the focus it needs without blowing up everything else.

2

We know what winning means.

We define what success is before we write a line of code. If it doesn't move a number that matters, we don't build it.

3

We know where AI works, and where it won't.

It ain’t magic. We understand its limits and where it’ll make the biggest impact.

4

We build, you own.

We document as we go and hand over the keys. When we leave, your team keeps shipping without us.

Service Design & Strategy

We’ll map your workflows and create a roadmap, and end each engagement with an adoption report backed by a technical appendix. Your team runs with it, or hands it back to us to build.

Workflow Discovery & Roadmapping
Rapid Prototyping
Risk & Governance Frameworks
Adoption & Change Management

"Your level of commitment matches a full-time team member. Sometimes I forget that you're not right here in the office with me."

Dr. Becky
CEO, Good Inside
Good Inside product designed and built by Rare Days

Embedded engineering

Engineers deployed directly into your team work inside your codebase, your tools, your sprint cycles. Regressions get caught before they reach users, and every feature runs through our evaluation test suites before it goes live.

Code Migration & Refactors
Data Pipeline Design
Eval Frameworks & Guardrails
AI Infrastructure Hardening

"We've got an insanely high bar for engineering, and you go punch for punch with our team."

Tyler Denk
CEO, beehiiv
beehiiv product built with Rare Days embedded engineers

Zero-to-one product development

Some products need AI designed in from the start so it's a part of your architecture, not something tacked on at the end. Our senior design teams prototype fast and hand off to staff engineers for for robust, secure, production-grade delivery.

AI-native Product Design
Agentic Product Development
Retrieval & Knowledge Systems
Multi-Model Architecture
Internal AI Tooling

“I took my idea to Rare Days and they dove in head first, navigating the waters of AI to build out and launch an MVP within 6 months.”

Yasmin Barkett
CEO, ROYO.ai
ROYO.ai product built by Rare Days

We partner with the best

Ready to Build?

From a deep audit to a full AI transformation, we'll figure out what you actually need and build it.

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Thanks for reaching out!

Miles will be thrilled. He'll be in touch.

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