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Trusted by industry leaders

Why HatchWorks AI

Everyone is talking about AI. Few are delivering results.

Most companies get stuck experimenting with AI. We help you move the right ideas into production and turn them into real business results.

01

AI is all we do

We're a pure-play AI partner with the depth to take you from strategy through production.

02

A proven method across the AI lifecycle

GenROI helps you decide what to build. GenDD gets them into production. GenEQ helps them scale and stick.

03

Outcome-driven by design

We define the outcome up front, measure what matters, and stay accountable through delivery and beyond.

Our partners in AI and data

Anthropic Databricks Google Cloud OpenAI

What We Deliver

 Tailored to your desired outcome
01 Intelligence Layer The reasoning architecture your enterprise runs on, assembled one use case at a time. Build the layer 02 AI-Native Products Build products designed around AI from the start, for your business or your customers. See what we build 03 Agentic Automation Reimagine the work, then orchestrate it with AI agents that run end to end. Automate work 04 Data Modernization Build the trusted data foundation your AI systems depend on. Get data-ready 05 Model Fine-Tuning & Optimization Tune models to your business and optimize the mix for performance, cost, and control. Tune your models 06 Data Science & Machine Learning Build and deploy predictive models for forecasting, classification, and optimization. See the practice
Not sure where to begin? Start with AI Strategy & Roadmap The decision artifact that sequences everything else. Map the path
Our Method

Decide what to build. Build it right. Make it stick.

 Read the GenDD Manifesto

Our methodology takes you from prioritizing the right AI opportunities to building, governing, and scaling them.

  1. 01Decide

    AI Strategy

    Decide what to fund.

    A GenAI-accelerated method that interviews your organization at scale and turns it into a prioritized, sequenced roadmap.

    • Know what to fund first
    • Score readiness across the org
    • Get a board-ready roadmap
    Decide what to fund
  2. 02Build

    AI-Driven Development

    Build it right.

    Smaller teams of certified senior practitioners orchestrating agents over managed context, whole-SDLC and safety-gated.

    • Ship to production sooner
    • Quality and safety gated
    • Run by certified experts
    See how we build
  3. 03Adopt

    AI Change Management

    Make it stick.

    Governed AI adoption to ensure what you build is scalable and adopted.

    • Prove adoption with KPIs
    • Govern cost and shadow-AI
    • Tie usage to business value
    Drive adoption

We know what works in AI and what doesn't. Let's talk about what's possible.

Talk to an AI expert

How We Engage

 See how we engage

We meet you where you are and own the outcome, embedding senior experts in your team and bringing together U.S. and nearshore engineering talent across the Americas.

Forward Deployed Engineers

Senior AI strategists and builders embedded in your teams, finding and shipping value from Day 1.

Agentic AI Pods

A cross-functional pod that replaces a team of 8–12: AI executes, humans direct and validate.

AI & Data Transformation Program

One accountable team, end to end, from strategy through scale.

Featured work

 See how clients turn the promise of AI into real value
Multi-agent AI platform for a national commercial real estate firm 70+ National Commercial Real Estate Firm From AI strategy to a production multi-agent AI platform Read case study K9 Resorts franchise data platform case study 52+ K9 Resorts From disconnected systems to conversational intelligence across the network Read case study Grandview Homes AI underwriting case study Underwriting Grandview Homes AI for underwriting: better real estate investment decisions Read case study General contractor AI roadmap case study 50+ Leading General Contractor From 50+ AI ideas to a prioritized, outcome-driven roadmap Read case study Aero Star Aviation AVA case study AVA Aero Star Aviation An AI virtual assistant for faster, smarter aircraft maintenance Read case study DronePort Network Meerir case study Meerir DronePort Network AI airspace insights made simple Read case study
See all our work
4.9 from 29 verified reviews on Clutch

A recognized global leader in AI

Global presence operating in 4 countries across 2 continents.

Top AI Strategy & Deployment Company 2024 · 2025 · 2026 Awarded by America's Top Machine Learning Company 2024 · 2025 · 2026 Awarded by #1 Gen AI Solution Provider 2025 Awarded by AI Power Partner 2023 · 2025 Awarded by Code Generative AI Solution of the Year 2026 · for GenDD Awarded by

Proof, in their own words

 4.9 from 29 verified reviews on Clutch

300%

We improved velocity by almost 300% while reducing bugs to near zero, with a team of talented, competent people.

AJ AlixHead of Product & Strategy · COX

A true product partner, not just a delivery shop. They think like I do.

Frederick JohnVP Global Product Mgmt · Diebold Nixdorf

They built an assistant our team actually trusts, one that captures our knowledge and keeps it inside our walls.

Christopher GrinnellPresident · Aero Star Aviation
AVA case study

Exactly what you said, in exactly the budget and exactly the timeline.

Tom SpahnManaging Partner · DesignIntelligence

Not scraping the web, pulling real-time ADS-B data and making airspace usable by everyone.

Craig MahaneyCEO · DronePort Network
Read the story

A chat assistant with over 90% accuracy, on time and within budget. Their quality and flexibility was impressive.

Josh HortonDirector of Data, Analytics & AI · Cox2M

50+

Five years in, we have 50+ nearshore engineers from HatchWorks accelerating our transformation.

VP of TechnologyNorth American Staffing Firm

The Gen AI workshop was the jumpstart we needed to start building real POCs across the business.

Matthew ShortsCPTO · Cox2M

They combined best-in-class tools into something that works, and fast.

Jamal PilgerCTO · Anchor Healthcare
AICPA SOC for Service Organizations

HatchWorks AI has completed a SOC 2® examination. Enterprise-grade controls, independently examined.

Visit our trust center

Resources

 Don't fall behind on the latest in AI
Report State of AI 2026: Mid-Year Reality Check Where AI stands, how it got here, and where it's going. Read the report Newsletter Talking AI Newsletter Omar Shanti, our CTO, on the latest AI developments and what to do with them. Subscribe Podcast Talking AI Podcast Conversations with the people putting AI to work in the enterprise. Listen in

More from HatchWorks AI

Blog Talking AI Podcast Talking AI Newsletter Newsroom HatchWorks AI Labs AI Opportunity Finder Agentic Opportunity Finder