Our Approach

Three Pathways.
One Proven Framework.

Not every company is the same. We match our approach to your readiness — from fully managed to strategic advisory.

Guided Build

We Co-Build. You Own It.

For mid-size companies with some technical capability. We architect, co-build, and hand off within 6-9 months. Your team owns it.

Strategic Advisory

The Framework Is Your Roadmap.

For large enterprises with mature engineering. We consult on architecture, methodology, and agent patterns.

The first 90 days

The First 90 Days

1
Crawl (Week 1-4)

Discovery & Quick Win

Discovery and quick win. First working app in front of users.

2
Walk (Month 2-3)

Refinement & Adoption

App refined. Team adopting. ROI measurement begins.

3
Run (Month 3+)

Scaling Success

ROI documented. Board-ready results. Second use case scoped.

"By your next board meeting: working software with measured results."

After the first win

The First Win Is Just the Beginning

Once analytics prove value, we go further. We study how your best operators make decisions — the reasoning, the rules, the judgment that lives in their heads — and build AI that handles the routine so they focus on exceptions.

The result: AI that doesn't just show your team the data, but actually does the analysis they spend hours on. Each engagement compounds — one process automated leads to the next, building a company-specific AI capability that grows over time.

1

Visibility

Dashboards, predictions, and insights from your existing data

2

Intelligence

AI that works alongside your team — handling routine decisions

3

Transformation

A compound AI capability that grows across your business units

The Catalog page: six sample skills such as call preparation and monthly results review, each with an on and off switch.
After the first win, turn on more skills and agents. New ones run as a trial first. Illustrative example, sample data.
Why EvolveML

Why EvolveML

ApproachTypical ConsultancyEvolveML
Delivery FocusDelivers strategy decksDelivers working software
Timeline to Value6-12 months4-10 weeks
Staff RequirementsRequires a data science teamRequires one champion
LongevityBuilds dependencyBuilds toward independence
After the EngagementProject ends, team moves onAI gets smarter over time
Cost Structure$500K-$2M80-90% less

Not Sure Which Pathway Fits?

Schedule a 45-minute conversation. We'll assess your readiness and recommend — no cost, no obligation.

accounts@evolveml.io