AI transformation. Accelerated.

Strategic consulting and rapid implementation that meets you where you are—from first AI initiative to enterprise-wide transformation. Production-ready solutions in weeks, not years.

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The AI implementation gap is widening

Our research reveals a consistent pattern: the distance between AI ambition and operational deployment has become the defining challenge of enterprise technology adoption.

The symptoms are familiar. Discovery phases that extend indefinitely. Architectures over-engineered to optimize technology use rather than maximize value and minimize complexity. Delivery models structurally misaligned with outcome accountability.

Why do some organizations succeed while others fail? Organizations that have successfully deployed AI at scale share common characteristics: compressed discovery cycles, deliberate application of specific technologies, and delivery frameworks that deliver quickly and treat working systems as the primary deliverable rather than documentation.

What we observe is an approach problem—a mismatch between traditional enterprise delivery methodologies and the iterative, production-focused nature of effective AI implementation.

15 mo
Most enterprises take 12-18 months to deploy AI solutions effectively.
McKinsey
80%
Over 80% of AI projects fail, double the failure rate of non-AI IT efforts.
RAND Corporation
45%
45% average overrun on large IT projects
McKinsey/Oxford

A different model for enterprise AI

Legacy Consulting
Lean Launch
Time to Production
12-18 months to production
4-8 weeks to production
Pricing Model
Hourly billing, change requests, scope creep
Fixed-price engagements
Team Composition
Junior consultants, senior pricing
Senior experts only — no bait-and-switch
Deliverables
Strategy decks, recommendations
Production-ready systems
Risk
Uncertain ROI, budget overruns
Defined outcomes, measurable results
Knowledge Transfer
Additional engagement required
Included in every project
Ongoing Relationship
Vendor dependency
Your team owns the solution

Our Approach: The Rapid Implementation Framework

The Rapid Implementation Framework™ is a proven, flexible framework, designed to streamline our process in accordance with the client's specific needs and timeline. It is a highly collaborative, iterative, and straight-to-the-point approach that focuses on delivering working software in small increments, rather than PowerPoint decks.

Phase 1: Discovery & Introduction

Flexible time table - ideally the first 2 weeks of engagement

The process starts with understanding your business goals, who the key stakeholders are, how they and their teams operate, and what they need from the solution we're building. This first phase is critical to establishing a shared understanding of your needs and our process.

These introductions to our team and process are critical to facilitating a smooth and successful engagement. This is the only phase where you won't see multiple iterations of deployed and accessible working code.

Phase 2: Development & Integration

Flexible time table tailored to the project's urgency and scope

We build core functionality with enterprise-grade security, integrate with your existing systems, and deploy to staging for stakeholder testing and feedback. You see working code, not status reports.

During this phase, our Time-Multiplier Collaboration Protocol ensures you will receive recorded demos of our progress with every iteration, as well as deployed and accessible working code. This allows you to review the work on your schedule, and utilize meeting time for actual problem-solving and decision-making. This is a 4x multiplier in decision making velocity.

We iterate one or more times per week - but this is flexible based on the project's urgency and decision-makers' availability.

Phase 3: Compliance Scrutiny

Flexible time table - ideally 2 weeks - adjusted for complexity

Stakeholder and compliance testing in a production-like environment. We address feedback, harden security, and ensure compliance requirements are satisfied.

Production deployment is already ready to go and our Day-One Autonomy Guarantee is already in full effect.

Phase 4: Production Deployment & Handoff

Flexible time table - 1 week scheduled according to your timeline

Your software is deployed to production.

Phase 5: Post-Launch Support

90 days unless otherwise agreed

Users do unexpected things. We're here if you need us. We'll fix any unexpected issues ourselves if you want, or we'll make sure your team knows how to fix them themselves.

Built for organizations that can't afford to fail

Security-First Architecture

Secure and compliant AI systems built with industry best practices with security and data privacy.

Compliance Assurance

We meet your industry's regulatory requirements in areas like HIPAA, SOC 2, GDPR.

Integration Expertise

Seamlessly connecting with legacy systems without disrupting operations.

Measurable Outcomes

Every project is tied to a measurable financial or operational metric.

Day-One Autonomy Guarantee™

Powered by our One-Pull Standard™ — everything your team needs to own, operate, and evolve the solution independently from day one.

  • Single mono-repo — Everything in one place — software, infrastructure, pipelines, and documentation. One pull, you're running.
  • Built-in CLI — Your engineers can pull it down, run one command, and the entire suite is running locally.
  • Infrastructure as Code — Your DevOps team can spin up new environments themselves. No waiting on consultants.
  • Pipeline as Code — Your team controls the release process from day one.
  • Containerized local dependencies — New engineers productive in hours, not weeks.
  • Database migrations included — Stand up the full system anywhere, anytime, without tribal knowledge.
  • Meaningful documentation — How to do what they need to do — not archived technical discussions and stale wikis.

No vendor lock-in. No dependency. Your team runs it from day one.

Ready to accelerate?

Schedule a confidential executive consultation to discuss your AI transformation objectives and explore how the Rapid Implementation Framework™ can deliver results for your organization.

Request Executive Consultation

Or reach us directly at enterprise@leanlaunch.ai