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AI-First MVP · Venture studio

8 Apps. 8 Days. Zero Hand-Written Code.

For Axtiran Group, a venture investment fund and AI-native product studio, we ran eight consecutive one-day sprints — idea, design, build, and App Store launch — for eight different consumer apps. A senior LLM orchestration specialist directed autonomous AI coding agents through every line of code; humans supervised, reviewed, and shipped.

Day 1MicroLearn AI iconMicroLearn AI
Day 2Medicanator iconMedicanator
Day 3Commit iconCommit
Day 4SecondLook Health iconSecondLook Health
Day 5Speech to Text iconSpeech to Text
Day 6Dremiva iconDremiva
Day 7Scrini iconScrini
Day 8Spy Game iconSpy Game
8
production apps shipped to the App Store
8 days
total build time — 1 day per app, idea to live
100%
AI-written code, human-supervised
The challenge

What the client was facing

Axtiran Group runs a dual model: it invests in growing SaaS companies and it builds its own mobile and SaaS products in-house to test new ideas with real users before committing real capital. That second engine only works if new products can go from idea to a live store listing fast enough to generate genuine usage data — not a slide deck.

A conventional agency model — discovery workshop, design sprint, dev sprint, QA, store review — would have taken weeks per app just to get one idea in front of users. Axtiran needed eight unrelated product ideas validated in parallel, each with its own audience, App Store listing, and download link, on a timeline that a normal build process could not match.

What we built

The solution

  • Eight independent native apps for iOS (seven also on Android), each built in a single one-day sprint — idea, UI/UX, working app, App Store assets, and store submission
  • One senior LLM orchestration specialist per sprint, directing autonomous AI coding agents through the entire build instead of hand-writing application code
  • AI-generated icons, screenshots, and App Store/Play Store creative assets produced same-day alongside the build
  • Direct publishing to App Store Connect and Google Play Console, with privacy and support pages shipped as part of each sprint
  • A shared smart-link hub (apps.axtiran.group) so every app has one place to be discovered and downloaded
The eight apps

One studio, eight products, one week

Real store creatives from the shipped apps — all eight are live on apps.axtiran.group.

MicroLearn AI — five-minute AI learning paths

MicroLearn AI — AI-generated microlearning paths, book insights, streaks and XP

Medicanator — medication reminders and refill tracking

Medicanator — medication reminders, refill tracking, and stock forecasts

Commit — habit and goal check-in app

Commit — daily goal check-ins with a motivation style you choose

SecondLook Health — appointment prep assistant

SecondLook Health — organizes symptoms and questions before a doctor visit

Speech to Text — voice recorder and transcription app

Speech to Text — recording, transcription, and summaries for meetings and notes

Dremiva — AI dream interpretation and journal app

Dremiva — speak your dream, get an AI interpretation and private journal

Scrini — on-device AI screenshot organizer

Scrini — Apple Intelligence sorts screenshots into meaning-based collections

Spy Game — party game where non-spies must find the location

Spy Game — a party game where everyone but the spy knows the secret location

AI-first delivery angle

Why one day, not one quarter

Each app got a single senior specialist for its sprint, not a project team. That person owned "LLM orchestration" for the day: framing the product brief, directing AI coding agents through native UI, business logic, and platform-specific code, generating the App Store screenshots and ASO copy, and pushing straight to App Store Connect and Google Play Console.

No developer hand-typed the application code. The specialist's job was direction, review, and judgment — what to build, what to cut, and whether the output was good enough to ship under their name. That is the same build → validate → scale-or-kill loop Axtiran runs internally for its own venture studio, with AstwellSoft as the technology partner behind the delivery pipeline.

Technologies

Stack

LLM Orchestration Autonomous AI Coding Agents Swift & SwiftUI Kotlin & Flutter Apple Intelligence AI-Generated ASO Creative App Store Connect / Google Play automation

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