AI Implementation & Consulting
[cml] projects partners with growth-stage businesses to implement AI-powered automation, full-stack applications, and intelligent workflows — turning weeks of work into transformative business outcomes.
Start a conversationWhat We Do
01
Assessment of existing operations, identification of highest-ROI automation opportunities, and phased implementation plans aligned to business goals.
02
End-to-end application builds — from Next.js frontends to cloud infrastructure — with AI capabilities embedded from day one, not bolted on after.
03
Document processing, data pipelines, and operational automations — implemented alongside your team to eliminate manual work and compound over time.
04
Autonomous AI agents for development, operations, and business processes — leveraging Claude Code and modern agentic frameworks for production-grade results.
Results
Case Study — Property Management Insurance Platform
A property management insurance company was running on a legacy platform burdened by manual processes at every step — from document handling to compliance to invoicing. We replaced it with a modern AI-powered platform featuring automated workflows, intelligent document processing, and integrated reporting and invoicing systems — transforming the business's operational capacity and revenue trajectory.
3,217%
ROI over 3 years
8 weeks
Delivery timeline
$994,982
Value delivered
Background
[cml] projects is led by Chris Merritt-Lish, a founder, executive, and investor who has built and scaled marketing, technology, product, and operations at rapid-growth companies. Our work sits at the intersection of business strategy and technical execution — we don't just build AI tools, we implement them in ways that fundamentally change how a business operates and grows.
Technology
Whether you're exploring AI for your business or ready to build.