AI-Integrated Software Development
We don't just build your software.
We give you an AI teammate.
Marolence builds custom platforms and connects them to Claude via MCP harnesses — so AI doesn't just power the development process, it becomes a working member of your team.
The Marolence Pipeline
Define Requirements
AI-reviewed PRD with structured sections
Build with Full Transparency
Hours, features, and progress in your dashboard
Connect to Claude
MCP harness packages make AI part of your team
Stay Embedded
Bug reports, features, change orders — always evolving
AI-Integrated
Software that connects directly to Claude
Fully Transparent
Every hour and feature tracked in real time
Embedded Partnership
We work like we're part of your team
Structured From Day One
AI reviews your requirements before we start building
What You Actually Get
Not just an app. A platform, an AI teammate, and an ongoing partnership.
Not off-the-shelf software configured to sort of fit. Custom applications designed for how you actually operate — admin hubs, project trackers, dashboards, whatever your business needs.
We build MCP tools — small, specific actions Claude can call against your platform. You decide what those tools do: review emails, manage projects, analyze opportunities. Claude only sees what those tools expose, and you own every one of them.
Bug report? Feature idea? Scope change? You have a direct line. We embed into your workflow like we're part of your team. Requirements stay structured. Every change is tracked.
Weekly reports, hours and cost breakdowns, feature delivery progress — all delivered directly to your project dashboard. Automatic and AI-powered. No chasing status updates.
When something we build for you becomes a reusable Harness Package — like a blog system or an email scraper — and we deploy it for another client, some of those development hours get credited back to you. Your investment compounds across the ecosystem.
How It Works
From idea to AI-integrated platform — here's what the journey looks like.
We Define It Together
Using PRD Collaborator, we build your requirements in a structured, AI-reviewed format. Every feature, integration, and risk is documented. Share preview links with stakeholders. Export to PDF.
PRD Collaborator
We Build It Transparently
Development is tracked in real time behind the scenes. You see the results directly in your project — weekly reports, hours worked, features delivered, and velocity. No black box.
PRD Collaborator
We Connect It to Claude
We build MCP harness packages — collections of specific tools Claude can call against your platform. You control what each tool does and what it exposes, so Claude becomes a working member of your team without ever having unrestricted access to your data.
Harness Packages
We Stay Embedded
We don't hand off and disappear. Bug reports, feature requests, change orders — all structured through the platform. As your business evolves, so does your software and your AI capabilities.
Ongoing Partnership
Recent Work
Real platforms. AI-integrated. Always evolving.
Project screenshot
Healthcare
Complete healthcare platform with AI assistant, admin dashboard, and group therapy management.
Project screenshot
Contractors
AI-powered operations tools with smart project scraping and intelligent analysis.
Ready to build something?
Start with a conversation. We'll define your requirements together, build your platform, and connect it to AI — so Claude becomes part of your team.
Start Your Project