Live webinar series: Monthly Demo Day with AutonomyAI leaders and product, design & engineering guests. Sign up →
Try Playground
Try Playground
Try Playground

Autonomous Product Delivery

Autonomous Product Delivery

Discover. Plan. Build. Ship. Measure. Repeat.

Fei Studio runs your whole product loop in one place, on your real codebase — from the first question to the shipped PR to knowing whether it worked. Context carries from step to step, so nothing gets re-explained and nothing gets lost.
Book a Demo

Or Try Playground

The product loop

The loop that gets smarter
every time you run it.

Because it runs end to end on your real codebase, it learns how your team builds and gets sharper at your product every cycle.

↻ every turn sharpens the next Discover Plan Build Ship Measure Optimize
One system. One context. The loop closes, and every turn sharpens the next.
The problem

Faster coding didn't fix the loop.

Your engineers already have a copilot. It sped up the one step that was never the bottleneck, and left everything around it untouched. Research still lives in one tool, specs in another, prototypes in a third, tickets in a fourth. Context dies at every seam, someone carries the story between tools by hand, and no one owns whether the shipped feature actually worked.
01

Discover

Ask the hard PM questions. Fei Studio does the research. It pulls from your analytics, tickets, customer calls, and codebase, and returns a Discovery Brief — findings with cited sources, signal gaps, and suggested next steps.

Discover mode in Fei Studio
02

Plan

A rough idea becomes a buildable spec. Fei Studio asks the clarifying questions — and carries the brief in, so you never re-explain what you found.

Plan mode in Fei Studio
03

Build

Built from your real components and tokens, rendered live, and validated in every state — empty, loading, error — before review. Point and edit visually with Design Mode.

Build mode in Fei Studio
04

Ship

Every change arrives as a review-ready PR. Your engineer approves every merge.

Ship — Send to Devs action in Fei Studio
05

Measure

“We released export-to-PDF five days ago — how’s adoption, where do users drop off, any tickets?” A post-release snapshot: who’s using it, what the feedback says, whether it needs a follow-up.

Measure — usage dashboard in Fei Studio
06

Optimize

The snapshot’s next steps become the next task, one click back into the loop. And the loop compounds. Every cycle, Fei Studio learns more of your codebase, your patterns, and what shipped and actually worked, so the next brief lands sharper and the next build is closer on the first pass.

Optimize — the loop compounds, every turn sharpens the next
The payoff

A faster loop is a faster business.

The product loop above ships features in days instead of quarters. That speed doesn't stay in engineering. It changes how fast the whole business can move, because every trip around the loop is one more idea tested with real customers.
Try more ideas

Small ideas become worth trying

When shipping is fast and cheap, ideas that could never justify a full engineering quarter are suddenly worth a shot. Your backlog stops gathering dust.

→
Ship in days

Ideas go live in days

An idea becomes a reviewed, shipped feature in days, without waiting on a hiring plan. How much you ship stops being capped by how many engineers you have.

→
Learn from users

More experiments, faster answers

Every change you ship is a real test with real customers. Cheaper experiments mean you run more of them and learn what works much sooner.

→
Grow faster

Speed shows up in the numbers

Teams that learn faster win customers from teams that don't. Speed on the loop turns into growth in the business.

→
Fund the next ones

Growth funds the next ideas

That growth pays for more ideas, and faster delivery means you ship more of them. The loop comes back around, bigger than before.

↻ Every turn is faster and cheaper than the last.

One place

Keep your stack. Lose the seams.

You could stitch this loop together yourself: a signal tool that decides, a coding agent that builds, an analytics tool that measures. But every handoff loses context, needs a human to carry it, and leaves no one owning whether the shipped code worked. Fei Studio is the loop as one system. Own a step and you move that step. Own the loop and you move the outcome.
Mixpanel Amplitude Jira Linear Notion Fathom Gong Slack Sentry Datadog Salesforce HubSpot Intercom Zendesk

You don’t need every source connected — Fei Studio works with what’s available and tells you what would strengthen the brief.

Start your first loop.

Book a Demo

Try Playground