mLaunch

Build & Deploy. Priority solutions with enterprise integration, security, and measurement.

4-12 months

Most AI Pilots Never Reach Production.

Yours Will.

The gap between a working prototype and an enterprise production system is where most AI initiatives stall out. mLaunch closes that gap. Security, governance, and value measurement are built in from day one.

95%
of enterprise AI pilots fail before reaching production. Guided launch changes those odds.
-- MIT/TechCrunch, 2025

Timeline: 4–12 months | Pricing: Milestone-based

Why mLaunch Matters

Your mPlan roadmap identified the solutions worth building. Now you need them running in production, integrated with your data systems, secured to your governance standards, and producing outcomes your CFO can track.

We have done this before. Our team built and deployed large-scale data platforms for Fortune 50 operators. We know what it takes to go from plan to production without stalling at the pilot stage.

What We Do

  • Integrate your data across 5–20+ systems per solution – connecting the siloed information your teams need for better decisions.
  • Build and deploy solutions on our mDecide platform, built for production-grade security and scale.
  • Validate value at every step. Each solution is a standalone deliverable with quantified outcomes, confirmed before scaling.
  • Expand across functions – each additional solution benefits from the data integrations and ontology built during Foundation.

Outcomes

Production-ready solutions with documented financial impact. Your team making faster, better decisions supported by agents that work within your existing tools and workflows. A tested foundation for expanding AI across your organization, not another pilot that never scales.

95%
of AI pilots fail before production
MIT/TechCrunch, 2025
2x
more likely to deploy with strategic partners
Deloitte, 2026
40%
of agentic projects will fail by 2027
Gartner via Deloitte, 2026

Our Engagement Model

A proven path from discovery to continuous value.

Ready to Get Started?

Sit down with our senior principals — the same people who deliver engagements. In 45 minutes, we will identify your highest-value AI opportunities and size the impact. No sales pitch. Real analysis.

Speak with a Value Advisor