Overflow
AI · Overflow / 2026

We buildAI productsthat ship.

We design, build, and operate AI-native products under our own brands — from clinical scribe tools to retail intelligence platforms.

See our products Work with us
20+
National & international finals
10
Top-3 finishes
15+
Products shipped

Worked with teams at

DropboxHoneywellAmadeusAxis BankBajaj FinservSamsungTekieWalmartDropboxHoneywellAmadeusAxis BankBajaj FinservSamsungTekieWalmart
01Portfolio

Products built under the AI Overflow umbrella.

Each is its own brand and team — unified by the same standard for craft and shipping speed.

/scribedesk
Healthcare · In beta

ScribeDesk

Clinical documentation that writes itself.

ScribeDesk is an AI-powered clinical scribe that turns patient conversations into structured notes — letting clinicians focus on care, not charts.

/retailos
Retail · In beta

RetailOS

The operating system for modern retail.

RetailOS unifies inventory, orders, and store ops into a single AI-augmented control plane — built for retailers who want to move faster than their spreadsheets allow.

02How we work

Fewer ideas, finished better.

  1. 01

    Find the seam.

    We hunt for the spot where AI can change the shape of a workflow — not just speed it up. The brief comes from real users, not from a model card.

  2. 02

    Ship the smallest thing that works.

    Production from week one. Real users, real data, real failure modes. We optimize for tight feedback loops over polish.

  3. 03

    Compound.

    Every product is its own brand and team. We pick the ones with legs and double down — quietly, relentlessly, for years.

The hard part of AI products isn't the model — it's the ten thousand product decisions that turn a model into something people use every day.
— AI Overflow, principle one
03Get in touch

Have an idea?
Let's build it.

Partner with us, pilot one of our products, or just say hi — we read every message.

Get in touch aioverflow.ml@gmail.com