SEED STAGE · EARLY ACCESS

We are building the
operating system
for software creation.

Lumetis turns application development into a self-improving system that generates, runs, fixes, and evolves software autonomously.

Request accessBook a private demo

The Problem

Software development is still broken.

The tools changed. The cost structure didn't. Building software still requires months, large teams, and constant human intervention to fix what breaks.

Time to first working appweeks → months
Dev cost per feature$5,000–$50,000+
Apps that fail in production~50%
Code owned by the company0% (vendor lock-in)

The Solution

A system that builds, runs, and learns.

Lumetis is not a code assistant. It is a full-stack generation platform with a closed feedback loop — every execution teaches it how to build better.

01

Generate

Produces complete backend + frontend + database from a plain-language blueprint in minutes.

02

Fix

Detects runtime failures, classifies them, and applies the recommended fix automatically — no human in the loop.

03

Learn

Every fix is recorded. Patterns accumulate. Future builds benefit from every past failure, on every app, across every user.

The Moat

This is a compounding system.

The longer it runs, the harder it becomes to compete with.

Every app generated, every fix applied, every failure classified becomes a signal. Those signals form a proprietary dataset that no one else has. Competitors starting today begin at zero.

1

App Generated

Blueprint → working app, no dev team

2

Error Classified

Failure type identified and categorised

3

Fix Applied

Recommendation executed automatically

4

Pattern Stored

Outcome recorded in the learning dataset

"The dataset we're accumulating — error types, fix outcomes, generation patterns — is a proprietary, compounding asset. It cannot be copied. It can only be earned by running in production."

Competitive Position

Why Lumetis wins.

The category is large. Most competitors solve one piece of it. We solve the full loop.

Full-stack generation

Not code snippets. Not starters. A complete backend, frontend, and database from a single description.

Self-improving system

Not static AI. Every execution feeds the system. It gets better with every app built and every error fixed.

Production-ready output

Not prototypes. Not demos. Running software with real routes, real data models, real deployable code.

Compounding data advantage

Not replicable. The error-fix-outcome dataset we're building has no shortcut. Competitors start from zero.

This is not a tool. This is a system that improves itself over time.

What This Unlocks

Software creation becomes a different kind of activity.

When generation is automated and fixing is continuous, the economics of software flip.

Faster

Weeks of development become minutes of generation. Iteration loops that used to take days happen in seconds.

Cheaper

No dev team needed to ship a working v1. Operating costs approach zero for early-stage products.

Scalable

One person can maintain and evolve dozens of apps simultaneously. The system handles the failure surface.

Accessible

Non-technical founders, operators, and domain experts can build and run real software — not prototypes.

Anyone can build and run software.
Without a development team.

Proof

Not slides. Working software.

Every capability below is live in the current build.

LiveFull-stack app generation

Blueprint → backend + frontend + database in minutes

LiveRuntime error detection

Classifies failures by type with 70–95% confidence

LiveAutomated fix application

Recommended fix executed without human input

LiveSnapshot versioning

Every state archived; any version replayable

LiveSnapshot diff engine

Structural change tracking across routes, models, pages

LiveLearning signals store

Fix outcomes feed back into the recommendation system

Live system demonstration

This is not a concept. The system is running.

The animation below replays an actual generation cycle — version history, automatic fix, and the learning signal stored — as it runs in the live system.

Version timeline — app #1042

v100:00generation

Initial generation

12 files added, 4 routes added

v200:43autofix

Runtime error detected

2 files changed, 1 route fixed

v301:12autofix

Fix applied automatically

1 file changed

v401:13learning

Learning signal recorded

Pattern stored

Fix Recommendation

add_missing_import

Add missing module import in route handler. Pattern matched from 14 prior fixes.

Confidence
88%

Learning Insights

Top error patterns across all apps

import_error
14
missing_env_var
8
schema_mismatch
5

27 patterns stored · 82% fix success rate · 3 apps active

Business Model

Three revenue streams. All aligned with value delivered.

The more the platform generates and fixes, the more the customer pays — and the more the system learns.

Subscription

Developers and startups pay a monthly fee for access to the generation platform and snapshot history. Predictable ARR from day one.

Usage-based pricing

Charged per generation, per automated fix, and per runtime hour. Scales directly with customer growth and engagement.

Enterprise licensing

Internal tools teams and automation platforms license the system for private deployment. High-ACV, low-churn contracts.

High-margin software platform with compounding value.

Market

A large market at the moment of maximum leverage.

We enter at the infrastructure layer — where the highest-margin, highest-retention businesses are built.

$28B

Low-code / no-code platforms

Who buys: SMBs + non-technical founders. Why they pay: speed to market.

$187B

Enterprise software development

Who buys: CTOs + engineering orgs. Why they pay: 10× reduction in dev cost.

$1T+

Global software market (2027)

Who buys: everyone. Why they pay: software is now table stakes for every business.

Why Now

The window is open. It won't stay open.

Three forces converged. One gap remains. We're filling it.

✓
LLMs can generate production-quality code

The generation layer is solved. Models can now produce real backends, real frontends, real databases from a description.

✓
Cloud infrastructure is commodity-cheap

Compute, storage, and hosting costs have collapsed. Running a generated app costs cents, not thousands.

✓
Demand for software has never been higher

Every business needs custom software. The gap between demand and supply is at an all-time high.

!
No system learns from execution — yetWe're building this

The missing piece: a platform that closes the loop. Generate, run, fix, learn. No one has built this. We are building it now.

Traction

Where we are today.

Working MVP. All core systems shipped. No fluff.

MilestoneStatus
Full-stack code generation pipelineDone
Snapshot versioning + diff engineDone
Fix Recommendation Engine (Phase 1–5)Done
Learning signals + outcome trackingWorking MVP
Snapshot replay (rollback)Working MVP
Learning insights APIWorking MVP
Self-improving schedulerWorking MVP
Investor demo endpoint + UIReady

Early Signals

The system is already running.

Early stage. Real outputs.

✓

First applications generated end-to-end

Full backend + frontend + database. No manual code.

✓

System detecting and fixing real issues

Runtime errors classified and resolved without human input.

✓

Learning patterns actively accumulating

Error-fix-outcome data growing with each generation cycle.

✓

Early users onboarding in progress

First external users accessing the platform for feedback.

The Founder

Built by a product & data specialist.

P

Pierre-Jean

Founder · Lumetis

→

Background in analytics, automation, and system design — focused on turning complex data into usable products.

→

Experience building real-world data and finance platforms that operate under production constraints.

→

Focused on closing the gap between AI capability and production-ready software — not prototypes, real systems.

Join Us

We are opening early access to a limited
number of partners and investors.

The product is built.
The system is learning.
The moat is forming.
The next step is scaling.

Seed round. Early-stage valuations. First-mover terms for partners who come in now and help shape the roadmap.

Request accessBook a private demo

100%

Code you own

0

Vendor lock-in

<5 min

To a working app