Exclusive · Limited Availability · Apply by Invitation

Get a free assessment, full trial, and a custom feature — built for your software.

This isn't a standard trial of AI-MSL — our governed AI development platform. Sign up today and we'll assess your codebase, give you full platform access, and build a real production feature for your product, at zero cost. This is our investment in showing you what we can deliver.

Free System Assessment
Codebase analysis + written diagnostic, yours to keep
Free
Full AI-MSL Trial
Full platform access on your real repo, no commitment
Free
ai powered requirements analysis our first ai layer.min
Custom Feature, Built for You
A bespoke production feature, delivered to your codebase
On Us
See what's included

No credit card · Reply within one business day

Limited-Time Offer

Claim Your Free Package

Fill in your details and our team will reach out within one business day to get started.

INTEGRATED WITH YOUR STACK
10×
Faster Feature Delivery
70%
Lower Development Cost
24/7
System Intelligence
<5mo
Full ROI Payback
What's Included

Three ways we prove our value
— before you spend anything.

We're confident you'll want to continue after seeing the results.
That's why we've designed this offer to remove every barrier:
no cost, no risk, real output from day one.

Step 1 · Free

System Intelligence Assessment

Our platform analyses your entire codebase and builds an AppGraph — a structured map of your code, architecture, APIs, dependencies, and undocumented system logic. You receive a full report: risks, modernization opportunities, and a cost estimate.

Standalone value, even if you don't proceed
Step 2 · Free

Full AI-MSL Platform Trial

Get complete access to the governed development pipeline. Submit a requirement, watch it move through five automated stages, and receive a review-ready Git branch with code, tests, and documentation. Experience the platform on your real system.

Full access — not a limited sandbox
Step 3 · On Us

A Custom Feature, Built for Your Product

We fund and deliver a bespoke feature for your software — a real, production-ready implementation, not a demo. You define what needs to be built. We build it. The branch lands in your repo with tests, docs, and traceability. Your code, your IP, your call to merge.

Fully funded by CloudGeometry
Limited Availability — This Is a One-Time Offer

Restricted to a small number of companies per quarter. We work closely with each client and can only take on a limited number of new assessments at a time.

Claim Your Spot
Why On Us

The fastest way to prove AI-MSL works
is to do the work.

Most demos ask you to imagine the value. We'd rather show it. Building a real feature on your codebase is the most direct evidence we can offer — and it tells us whether you're a fit for our managed pipeline before either side commits further.

The investment is ours. The risk is removed from yours.

What "Custom Feature" Means

  • One scoped feature, agreed upfront — typically deliverable within the trial window.
  • Goes through the same governance gates as paid customer work — no shortcuts.
  • Lands as a review-ready branch in your repo. You decide whether to merge.
  • You keep ownership of the code and the IP. No strings.
The Governed Pipeline

From feature request
to merged code.

You submit a requirement. The platform takes it through five governed stages.
A review-ready Git branch lands in your repo — with tests, docs & full traceability.

Step 1

Your Codebase

Existing repos, as-is

Step 2

AppGraph

System-wide codebase model

Step 3

Platform Generates

Code, tests, docs produced

Step 4

Governance Gates

Architecture & safety checks

Step 5

Review-Ready Branch

Merge when you're satisfied

Why AI-MSL Works

The Hallucination Tax is real.
AppGraph eliminates it.

AI tools don't fix development processes — they amplify them. AppGraph automatically analyses your repositories and builds a structured map of your code, architecture, APIs, dependencies, and undocumented system logic. The entire pipeline reads from it before generating anything.

  • Complete system intelligence, not code fragments

    Source code, architecture, APIs, infrastructure, CI/CD pipelines, and tribal knowledge in a living semantic model — in days, not months.

  • Governed execution at every stage

    Gated transitions enforce architecture integrity, blast-radius analysis, and traceability from requirement to deployed code.

  • A dedicated Technical Manager who's accountable

    Your TM learns your system, supervises every output, and coordinates directly with your product and engineering leads.

AppGraph — Live System Model
Source Code & Architecture
APIs & Infrastructure
CI/CD Pipelines
Tribal Knowledge
Integration Patterns

Every component connected. Every change traceable. Built in days, not months.

Before vs. After

What changes with AI-MSL

How your development lifecycle looks before and after
switching to an AI-managed pipeline.

Before AI-MSLWith AI-MSL
Delivery & Speed
Feature deliveryWeeks to months, scope creep commonDays — governed and traceable
ScalingScales through headcount (months to ramp)Scales through the platform (instant)
Knowledge & Architecture
System contextIn developers' heads, scattered docsAppGraph: living system intelligence model
Architecture driftAccumulates, caught late or neverGated transitions prevent drift automatically
When engineers leaveKnowledge walks out the doorKnowledge stays in AppGraph permanently
Operations & Cost
AccountabilityDistributed across team, hard to traceDedicated Technical Manager, full audit trail
Cost structureVariable, grows with headcountPredictable subscription from $5K/mo
AI-MSL Interface

Interact With Your Software Lifecycle — Not With Meetings

“I can interact with my systems like I do with GPT — instead of sitting in infinite meetings, Jira tickets, and Slack conversations — and see my requirements being released the next day.”
Honest Answers

What people ask before applying

Why is this free? What's the catch?+

No catch — but it's not for everyone. We invest because the easiest way to demonstrate the platform is to ship working code on your repo. We expect that most teams who see the result will want to continue. Those who don't keep the assessment, the trial outcomes, and the feature, with no obligation.

Who's eligible?+

Teams with a mature codebase, an active development roadmap (annual dev budget typically $300K+), and an engineering decision-maker willing to participate in scoping. Cohort space is limited and applications are reviewed individually.

Who owns the code?+

You do. Everything generated lands as a branch in your repository — code, tests, docs, traceability — and is yours to merge, modify, or discard. CloudGeometry retains no rights to the output.

How is the custom feature scoped?+

Jointly. Your Technical Manager works with your team to define one feature that's meaningful, achievable in the trial window, and demonstrative of the platform's strengths. We agree the scope before any code is written.

What happens after the trial?+

You decide. If you'd like to continue, we'll propose a managed-services plan tailored to your roadmap (predictable subscription from $5K/mo). If not, you walk away with the assessment, the trial learnings, and the delivered feature — no further commitment.

One-Time Offer · Limited Cohort

Get started risk-free today.

Sign up today to receive your free assessment, full trial access, and a custom feature built for your software — at no cost. This exclusive, limited-time offer is designed to let you experience the value we deliver before committing to anything.

  • Free System Assessment
  • Full Platform Trial
  • Custom Feature, Funded by CloudGeometry
  • No Credit Card Required

No credit card · Code stays in your repo

Limited-Time Offer

Claim Your Free Package

Fill in your details and our team will reach out within one business day.