AI & ML studio · built for women founders

Let's make your AI project come true.

I'm Benan, a cognitive scientist, ML engineer and mom. I build the AI and ML behind apps for women, families and kids. Got the idea but not the team or funding to build the intelligence? I take your project from a quick proof of concept all the way to a full, scaled product. Your dream, built for real.

Women founders Apps for women Families Kids
How I help

Three ways we can work together.

Pick the shape that fits where you are right now. We always start with a chat, never a contract.

01

Consultation

Book a call and leave with a real plan, not a pile of jargon. Maybe you know exactly what you want to build but not how the AI should actually work. Which data, what it means, how to make it smart and safe. We'll talk it through on a video call.

30 min €80 60 min €135 Video call · book in your own timezone
02

I build your AI app, end to end

Want the whole thing built? I'll do it. The data, the ML brain, the model, the way it talks to your users. You get a product that actually works out in the real world, not just in a slick demo.

03

Ongoing tech leadership

Want me in your corner as you grow? I can lead the tech and AI side of your project, or join your team for a few hours a week. Whatever shape keeps your dream moving forward.

For women founders

Have the idea, but not the pipeline to build the AI?

You can picture it clearly: the app, the platform, the product that should exist. What you don't have is the AI and ML pipeline, the team, or the funding to build the intelligence underneath it. That's exactly where I come in.

CID is built by a female founder who has taken startups head to head with the big players, and won ground.

So I know what it takes, because I've done it. I've spent my whole career building the AI brain for products in women's health, families and kids. From the raw data, to the model, to the way it talks to a real person.

You work directly with me. You explain your vision, and together we turn it into a real, working product. Something you can take to investors, to users, to market, wherever you are in the world.

We don't need to have everything in place to start. We'll build it together.

1

Your idea

You bring the vision and the world you know better than anyone. We start with a conversation about what you want to build and why.

2

Proof of concept

I build a real, working AI core, not a mockup. The data, the model, the intelligence that proves your idea actually works.

3

Pitch-ready

Something solid you can put in front of investors and early users. A product with a brain, not a deck full of promises.

4

Go to market

Out into the world. Wherever you're launching, you'll have intelligence you understand, trust, and truly own.

A bit of proof

Intelligence I've built for real people.

This is a slice of a decade of work. Every one of these started with the same question I'll ask you: what does your data really mean, and how do we turn it into something a person can actually trust?

6M
users reached by AI I've put into production
80%+
real-time prediction accuracy at scale
10+ yrs
designing predictive AI and ML systems
PhD
brain, mind & computer science · Padova & Edinburgh
In launch

Nar

Women's health · iOS · On-device ML

Reads your biomarkers on device across 9 health domains and 6 hormonal life stages. Every suggestion comes from the combination of your own signals against your own baseline, never a population average.

Shipped

TinyTaste

Babies & families · iOS

A baby weaning tracker that profiles every food against what a little one actually needs at their age. The signals behind the next-food suggestions had to be built. They don't exist in a raw food log.

See the build →
Shipped

Aim

Goal achievement · iOS

Built on a real model of how goals break down and how motivation actually moves. The AI check-ins adapt to the person in front of them, instead of running the same fixed script for everyone.

See the build →
Private beta

Prism

Conversation intelligence

Reads how people really feel and decide from the way they talk, not just what they say. The cognitive-science layer is the whole difference between a transcript and an understanding.

Before CID I built the AI at Stardust (6M users), led behavioral science at CoachHub, and co-founded an emotion-AI startup. There's a lot more where this came from.

See the full ML portfolio →
What I promise

How I work is the whole point.

Tech is never neutral. These aren't extras I bolt on at the end. They're the reason to pick me at all.

1

Ethics first, never an afterthought

2

A human touch on every decision

3

People and emotion before metrics

4

Always, always in support of women

Who you'll actually work with

A scientist, an engineer, and a mom.

When you work with CID, you work with me. Not a sales team, not a junior someone. If a project needs a specialist, they join, and you meet them first.

BA

Benan D. Allan, PhD

Founder · CID

I did my PhD in brain, mind and computer science between Padova and Edinburgh. I built the AI team at Stardust from nothing, in women's health, for millions of users. Since then I've shipped apps for women (Nar), for babies and families (TinyTaste), and for the goals we set ourselves (Aim).

I've spent my career building intelligence around women, families and kids. I've also got my own kids, so this isn't a market to me, it's my life. That's why I put people and emotion first, and why I'd never build anything I wouldn't happily hand to my own family.

Say hi

Tell me about your dream.

If you've got a vision and you need the AI to make it real, or you just want to know whether your idea is even buildable, write to me. I read and reply to my own emails, promise.

No contact form. No funnel. A real reply, usually within a few days.