Labs
AI Product Studio · Chicago, IL

Built with force. Shipped with passion.

Menos Labs designs and ships AI-powered tools for retail operations, creator workflows, and enterprise automation. From concept to live product, fast.

See Our Work Start a Project
10+
Years shipping product
4
Live AI products
400K
Peak daily users
3×
Acquired products

About Menos Labs

Built with force.
Shipped with passion.

Menos Labs is an AI product studio built for operators who need results — not presentations. We ship AI-powered tools for retail operations, creator workflows, and enterprise automation.

We don't do slide decks. We build working software. Every project at Menos Labs starts with a real problem and ends with a live product — instrumented, deployed, and ready to scale.

Our edge is the combination of deep product strategy and hands-on AI development. From discovery to deployed in days, not quarters.

01 —
AI-Native by Default
Every product we build is designed with AI at the core — not bolted on as an afterthought. We use modern LLM workflows and proven APIs to move fast without sacrificing quality.
02 —
Operator Mindset
We've worked inside Fortune 500 retail, PE-backed startups, and scrappy agencies. We understand that the best product is the one that actually gets used — not the one with the most features.
03 —
Shipping Over Theorizing
We validate with real users, not stakeholder presentations. Our default is to build a working prototype first and refine based on what we learn.

Live Projects

Shipped. Not concepts.

Every project below is live, instrumented, and actively used. No case studies without receipts.

Music · Creator Tools · Consumer
Waveform

Audio visualization platform that transforms any music track into downloadable geometric video art. Built with Web Audio API, Canvas, and MediaRecorder. Beta users collect emails via Resend.

waveform.rocks →
Retail · AI · Operations
Retail AI Dashboard

Demand forecasting and inventory management dashboard with live KPIs, restock alerts, and a Claude-powered insights panel. Inspired by real-world retail operations AI deployments.

View Live →
AI Assistant · Cloudflare Workers
Ask by Menos Labs

Live AI assistant that answers questions about David's background and experience. Powered by Claude AI, deployed via Cloudflare Workers. Demonstrates AI-native personal branding at scale.

Try It →

What We Do

Services

We work with retail operators, PE firms, and growth-stage companies that need AI-powered product built — not just advised on.

⚡
AI Product Development

End-to-end build of AI-native tools and workflows. From scoping and architecture through deployment and instrumentation. We ship working software.

📊
Retail Operations AI

Demand forecasting, inventory automation, planogram compliance, and supplier exception handling — built for how retail actually works, not how it looks in demos.

🔬
AI Impact Analysis

For PE firms and portfolio companies: where does AI create measurable EBITDA impact? We map use cases to value drivers and build the roadmap to get there.

🚀
Fractional Product Leadership

Senior PM and CPO-level support for companies that need strategic product leadership without a full-time hire. Roadmaps, team structure, agile operating models.

Let's Build Something

Start a conversation.

Whether you have a product that needs building, a workflow that needs automating, or an AI strategy that needs grounding in reality — we should talk.

[email protected] menoslabs.com menoslabs.com