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AI Product Design
From problem to shippable product: research, UX, and prototypes for AI-native experiences people actually want to use.
AI for Good · Product & Engineering Studio
We build AI that helps people.
Enaayah is an AI product & engineering studio. We design, build, and ship intelligent software end to end — and we only take on work that leaves people better off.
- AI for Good
- The only brief we accept
- Product + Engineering
- Design, build & ship in one studio
- Autonomous fleets
- How we deliver — faster, safely
01
What we do
An AI studio that ships product and engineering under one roof.
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Applied ML & LLMs
Retrieval, fine-tuning, evaluation, and guardrails for models you can trust in production — not just in a demo.
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Autonomous Agents & Fleets
Agentic systems and orchestration that do real work reliably, with a human in the loop where it matters.
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Data & Platform Engineering
The pipelines, infrastructure, and tooling that make AI dependable, observable, and safe at scale.
02
Featured work
Work that helps people — shipped.
Healthcare
AI Doctor — Unitive Medicine
A source-cited, multi-system health assistant that explains what the evidence says — educational, and always referring you to a clinician.
Source-citedEducationalRAG
View projectDeveloper Tools
IdeaToPR
A fleet of autonomous AI engineers that turns a locked idea into independently-judged pull requests — in a repo you own.
Autonomous fleetIssue → PR
View projectBrand Protection
ClishAI
The credit score for ideas and brands — measures how original you are, detects competitors, and shows you how to differentiate.
Originality scoreBrand protection
View project03
Responsible AI
Powerful only counts if it's trustworthy.
“AI for Good” isn't a tagline — it's a filter. We build with safety, transparency, and human judgement designed in from the first commit.
Our approach to responsible AI- Human oversight on every autonomous system we ship.
- Evaluations and guardrails before anything reaches production.
- We decline work that harms people — no exceptions.
04
How we ship
An autonomous fleet, with humans in command.
Our delivery method pairs fleets of AI agents with human judgement, so we move at machine speed without giving up on care or accountability.
- 01
Brief
We start from the outcome that helps people, then agree on scope, guardrails, and what “good” looks like.
- 02
Plan
The work is decomposed into small, verifiable tasks — a plan a fleet of agents can execute and a human can review.
- 03
Autonomous build
A fleet of AI agents implements, tests, and self-reviews in parallel, moving from plan to working software in days.
- 04
Human review & ship
Every change is validated and signed off by a person before it goes live. Nothing ships on autopilot alone.
06
Latest thinking
Notes on building AI that helps people.
Let's build
Have something worth building?
Tell us who it helps. If it makes people better off, we'd love to build it with you.