AI Product & Engineering Studio

We ship software with an autonomous AI fleet — humans in command.

Enaayah is an AI product & engineering studio. A fleet of autonomous agents does the engineering; a person stays accountable for every decision that ships. It's how we build intelligent software faster — and we offer a special discount for AI-for-Good work.

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Autonomous fleet
Agents build; humans command
Product + Engineering
Design, build & ship in one studio
AI for Good
A special discount for mission work
01

What we do

An AI studio that ships product and engineering under one roof.

All services

01 —

AI Product Design

From problem to shippable product: research, UX, and prototypes for AI-native experiences people actually want to use.

02 —

Applied ML & LLMs

Retrieval, fine-tuning, evaluation, and guardrails for models you can trust in production — not just in a demo.

03 —

Autonomous Agents & Fleets

Agentic systems and orchestration that do real work reliably, with a human in the loop where it matters.

04 —

Data & Platform Engineering

The pipelines, infrastructure, and tooling that make AI dependable, observable, and safe at scale.

Forward-Deployed Engineering

Don't know how AI can help your business?

You don't need a spec — or even a clear idea. Our forward-deployed engineer embeds with your team, learns how your business actually works, and finds where AI creates real value — then builds it, with you in command of every decision.

  1. We embed

    A forward-deployed engineer sits with your team and learns your workflows, data, and constraints — no technical brief required from you.

  2. We find the opportunity

    We map where AI genuinely moves the needle for your business — and, just as honestly, where it doesn't and you shouldn't spend a rupee.

  3. We build it

    We ship the highest-value use case end to end, in software you own, with a human in command of every decision that ships.

Explore the AI Opportunity AuditChat on WhatsApp

No obligation — the first conversation is just us understanding your business and whether AI is even the right tool.

Whatever you run — a clinic, a firm, a store, a studio — there's a place in your business where AI genuinely pays off. We've already mapped the common wins in these industries; start with yours.

02

Featured work

Products and client work, shipped.

All work
Healthcare

AI Doctor

A source-cited, multi-system health assistant that explains what the evidence says — educational, and always referring you to a clinician.

Source-citedEducationalRAG
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Developer 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
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Brand 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
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Our own product

Well Grounded, our app for families.

Parents and children agree fair consequences and rewards on a calm day, and the child signs the cards.

On a hard day the app picks one card fairly, from cards the child has seen and agreed to, and the child chooses a toy to reveal it. Good choices earn crystals for a jar and stickers for a sticker book.

Well Grounded uses no AI. It is here because it shows how we build: carefully, for the people who use it, and with privacy first.

See Well GroundedPrivacy policy

For iPhone and iPad. We are getting a new version ready.

A Well Grounded screen. It says "Well done, Zara!" with one crystal for the jar and a turtle sticker for the book.
A Well Grounded screen. It asks "Which toy do you want, Zara?" and shows six toys: Spin a wheel, Scratch and see, Tumble drum, Jar of notes, Pick a card and Three doors.
Screens show the app's demo family, Zara and Sam.
Agreed first
The app picks from cards the child has seen and agreed to.
No accounts, ads or tracking
The app has nothing to sign up for, no ads and no tracking.
Stays on the device
What a family adds is kept on their own iPhone or iPad.
03

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.

  1. 01

    Brief

    We start from the outcome that helps people, then agree on scope, guardrails, and what “good” looks like.

  2. 02

    Plan

    The work is decomposed into small, verifiable tasks — a plan a fleet of agents can execute and a human can review.

  3. 03

    Autonomous build

    A fleet of AI agents implements, tests, and self-reviews in parallel, moving from plan to working software in days.

  4. 04

    Human review & ship

    Every change is validated and signed off by a person before it goes live. Nothing ships on autopilot alone.

See the full process
04

Latest thinking

Notes on building AI that works.

All articles
methodJul 28, 2026

What Is a Forward-Deployed Engineer — and Why It's the Smartest Way to Start with AI

Most AI projects fail because they start with a spec instead of a problem. A forward-deployed engineer flips that: they embed in your business, find where AI actually pays off, and build it — with you in command.

Read article
aiJul 27, 2026

How AI Is Actually Reshaping Businesses in 2026 (Beyond the Hype)

Forget the AGI headlines. The real transformation is quieter and more valuable: grounded assistants, automated knowledge work, and decision support that pays for itself. Here's where AI is genuinely changing how companies operate — and where it isn't.

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aiJul 26, 2026

Responsible AI for Business: A Practical Playbook, Not a Pledge

Responsible AI isn't a values statement on a website — it's a set of engineering decisions. Here's the practical playbook we use to ship AI that's trustworthy: grounded, human-commanded, honest about its limits, and safe with your data.

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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.

Start a project