The Entourage AI

ABOUT US AI That Works

Most AI projects fail. We exist to change that. We're workflow engineers who build production systems—not prototypes, not demos, not reports.

Client 1Client 2Client 3Client 4Client 5
5.0
287+ happy clients
Our team at work
Collaborative workspace

Why most AI projects fail.

The market is full of tools, consultants, and promises. But results remain elusive for most businesses.

Generic Tools

Off-the-shelf doesn't work.

Generic automation tools require your business to adapt to them. They don't understand your SOPs, edge cases, or approval flows.

80% of AI projects fail
Consultants

Strategy without execution.

Most consultants hand you a report and leave. You're stuck figuring out how to actually implement their recommendations.

$50k+ wasted on shelf-ware
In-House

Building takes too long.

Hiring and managing AI engineers is expensive and slow. By the time you build, requirements have changed.

12+ months to build in-house

How we're different.

We're not a tool vendor, a consulting firm, or a body shop. We're workflow engineers who own outcomes.

Production-Grade

Built for live operations.

We don't build demos. Every workflow is production-ready with monitoring, error handling, and documentation.

99.9% uptime target
Custom to You

Mapped to your SOPs.

We document how you actually work—including edge cases—then build workflows that match your reality.

0 cookie-cutter templates
Outcome-Focused

Measured by results.

We track hours saved, errors prevented, and ROI delivered. If it doesn't produce results, we fix it.

$85k avg. annual savings

What we believe.

These aren't just words on a wall. They guide every decision we make.

Reliability Over Hype

We build for production, not demos. Every workflow is designed to run for years, not weeks.

Outcomes Over Activity

We measure success by hours saved and ROI delivered—not by features shipped or meetings held.

Clarity Over Complexity

We explain what we do in plain language. No jargon, no black boxes, no magic.

Partnership Over Transactions

We're building long-term relationships, not chasing quick wins. Your success is our success.

The team.

We're operators who build for operators. Every team member has run real operations—we understand your problems because we've had them too.

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McKenzie Sweeny

Founder & CEO

Built and scaled operations teams across construction, trades, and professional services before founding The Entourage AI. Obsessed with turning messy manual processes into reliable automated systems.

RT

Ryan Terrey

General Manager

Operational leader with deep experience running service businesses. Manages delivery, client relationships, and ensures every engagement hits its targets on time.

DH

Dan Hutchins

Head of Engineering

Full-stack automation engineer who's built production workflows for companies processing thousands of transactions daily. Leads the technical architecture behind every client build.

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Ben Trottier

Head of Sales

Spent years in the trades and professional services space before moving into tech sales. Understands what operators actually need—and what they don't.

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Setayish Abdi

Head of Marketing

Brand strategist and growth marketer with a background in B2B services. Drives the message that cuts through the AI noise and speaks directly to operators.

Explore our services.

End-to-end AI workflow solutions designed for growing businesses.

AI Roadmap

Strategic audit. We map your SOPs and identify high-ROI automation opportunities.

Output

Full architectural blueprint & ROI forecast.

Learn more

AI Automator

Single workflow execution. We build, test, and deploy one specific complex process.

Output

One ops-grade workflow in 4 weeks.

Learn more

AI Accelerator

Ongoing partnership. We become your fractional AI engineering team.

Output

Continuous build & maintenance cycle.

Learn more

READY TO AUTOMATE REAL WORK?

Best fit: Ops-heavy teams $5M–$100M, reliability-first. Not for: DIY tinkering, hype chasing, cheapest vendor.

Roadmap-first. Outcome-owned. Built for live operations.