AI Strategy & Implementation

AI Consulting That Starts With Your Business,
Not the Technology.

We assess your workflows, data, and team structure to find where AI creates real leverage. Not every problem needs AI. We find out which ones do.

Trusted by
Harvard
Mass General Brigham
CDC
American College of Surgeons
Cook County

70–85%

of AI initiatives never meet expected outcomes

2–3 days

from discovery to full strategy & roadmap

8–12 wks

typical pilot timeline

Same team

diagnoses and builds

The Problem

Most AI Strategies Fail Before They Start.

“70–85% of AI initiatives never meet expected outcomes. The reason? Disconnected from how the business actually runs.”

A vendor pitches a tool. Someone buys it. Nobody knows how it fits into actual operations. Six months later, it’s shelfware. Or worse: a team builds something technically impressive that solves a problem nobody actually has.

Consultants who can’t build won’t find it. Developers who don’t understand the business will miss it.

We start where the business actually runs — on the floor, in the workflow, with the people doing the work. Then we determine what AI solves and what it doesn’t.

What’s Included

What an AI Strategy Engagement Includes

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AI Readiness Assessment

Data quality, infrastructure, team capabilities, workflow documentation. Where you’re ready and where you’re not — before any capital is committed.

Use Case Identification

Not a list of 50 possibilities. A ranked set of 3–5 high-impact opportunities with clear ROI projections and implementation timelines.

ROI Modeling

What each initiative costs, what it saves, how long until payback. Real numbers, not estimates — built before a line of code is written.

Implementation Roadmap

What to build first, what can wait, what you don’t need. Timelines, budgets, dependencies — a complete execution plan.

Build vs Buy Analysis

When off-the-shelf works and when custom is the only option — based on what we see across the market daily, not what one salesperson pitched.

Pilot Design

Start small, prove the concept, then scale. We design the pilot and run it with you — the same team that diagnosed the problem builds the solution.

How It Works

From Discovery to Roadmap in Days.

Step 01

2 hours

Discovery Session.

We map your operations, data, and team. Where does time get wasted? Where do decisions bottleneck? Where does information get lost?

Step 02

2–3 days

Strategy & Roadmap.

Prioritized use cases, ROI models, implementation plan. You know exactly what to build, why, and what it costs — before committing to anything.

Step 03

8–12 weeks

Implementation.

The same team that diagnosed the problem builds the solution. We don’t hand you a roadmap and wish you luck.

What Makes This Different

Not Your Typical AI Consultant.

Category
Typical AI ConsultantBig 4 AdvisoryOTG AI Strategy
Deliverable
PowerPoint200-page reportWorking roadmap with implementation behind it
Implementation
Not their jobSubcontracted to another firmSame team diagnoses and builds
Time to Value
Months of analysisMonths of analysis2–3 days to roadmap, weeks to pilot
Methodology
Vendor-agnostic (theory)Vendor partnerships (bias)Vendor-agnostic, proven across deployments
Post-Engagement
They leaveThey leaveWe implement, manage, and optimize

Common Questions

Everything You Need to Know

Related Services

Operations Consulting

Fix the process before you automate it.

Cloud & AI Infrastructure

Secure deployment that supports compliance.

Systems Implementation

When the process needs technology to scale.

Get Started

Stop Guessing.
Start with a Diagnostic.

2 hours to discovery. 2–3 days to a complete strategy and roadmap.

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