Unravel
The Dispatch · Summer 2026

The best AI products aren't the smartest. They're the ones that change safely, every week.

That is what we build: the models, workflows, and infrastructure that let a team ship fast without shipping regressions. Measured outcomes from this quarter's client work, below.

Measured outcomes this quarter

+40% click-through, and still climbing in production

For a lending and collections company, we built a model that sends each borrower's message at their most responsive moment instead of on a fixed schedule. Click-through rose 40% over a randomized baseline, and keeps outperforming it live.

$1–2 cheaper and 30–75 seconds faster on every render

For a consumer AI music-video product, we removed a paid lip-sync step by carrying the song straight into generation. Each render now costs less, finishes sooner, and has one fewer thing that can fail.

80–90% more assets per creator, ~140 steps down to one

For a creative marketplace, bulk intake and reusable assets replaced a twenty-form, 120-upload catalogue process with a single submission, and let creators reuse what they make instead of rebuilding it each time.

New video and image models judged in days, not a rebuild cycle

We built an evaluation studio for generative video and image models, nine of them across four vendors, so identity drift, distorted motion, and quality regressions are caught on reproducible evidence before customers ever see them.

200k lines of Java rebuilt as 50k of Python, in two weeks

A consumer AI video product's engine had become the bottleneck. Its dev environment went down almost every day for two to three months, and a mobile app launch slipped three or four times waiting on it. We rebuilt it from the ground up, verified against the real clients, and cut over in two weeks with zero rollbacks and no downtime. A quarter of the code, and the daily outages stopped.

About Unravel

Unravel is a 20-person team, up from 15 this year, shipping to production every week. Our own products come out of the same AI-first workflows we build for clients.

StenoMeeting notes that write themselves, clean and searchable when the call ends.steno.unravel.tech ↗ thingShip your coding agents' output as live, commentable, versioned pages. This letter runs on it.usething.ai ↗ TabloKeeps a human in the loop on your AI coding agents, live from the corner of the screen.tablo.unravel.tech ↗

Planning an AI product, or a rebuild that can't afford downtime?

Thirty minutes, and we'll tell you straight what it takes, what it's worth, and how fast we can do it.

Book a call or reply to this email — it reaches us directly at kapil@unravel.tech