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AI Services

From assessment to adoption. AI that delivers.

Most organizations aren't behind on AI because they lack ambition. They're behind because the path forward isn't clear. Embark helps finance and operations leaders cut through the noise and build AI programs that deliver real results, combining Big 4 strategic depth with hands-on data engineering, custom development, and change management, from first assessment to fully deployed solution.

From first question to fully deployed: where do you need to start?

Pain points solved

  • No clear AI strategy — and a board that's asking for one
  • AI pilots that never make it to production
  • Uncertainty about which use cases are worth the investment
  • Finance and operations teams stretched too thin to lead AI adoption
  • Data quality and governance gaps that block AI readiness
  • Concern about data privacy, security, and regulatory compliance
  • No internal capability to build, deploy, or maintain AI solutions
  • Fragmented tools and vendors with no single source of truth

Sub-services

  • AI Readiness Assessment
  • Use Case Identification and ROI Modeling
  • AI Governance Framework
  • Proof of Concept Development
  • Custom AI Solution Builds
  • AI Center of Excellence Design
  • Business Process Integration
  • AI Upskilling and Workforce Enablement

Value delivered

  • A clear AI strategy and roadmap you can present to your board
  • Prioritized use cases with documented ROI — not a list of possibilities, a plan
  • Custom-built solutions in your environment, with full IP ownership
  • AI governance and compliance frameworks that protect your data
  • Seamless integration with your existing finance and operations systems
  • A team and workforce trained to adopt, use, and extend what's been built
  • Measurable time savings and efficiency gains from day one of deployment
  • A scalable foundation for continued AI capability: not a one-time project

Our AI services: from first assessment to fully deployed

Proof of Concept Development

Before committing to a full build, we validate your top use cases through technical prototyping, model testing, and accuracy assessment, with a formal go/no-go review gate so you invest with confidence. Typical POC to production timeline: 4 - 8 weeks.

Use Case Identification and ROI Modeling

We surface the highest-impact AI opportunities through a combination of leadership interviews, employee surveys, and operational analysis; then build an ROI model for each, so your team can present a prioritized plan to the board with confidence.

AI Readiness Assessment

A holistic evaluation of your organization's AI readiness: data quality, tech stack, governance environment, and culture. Conducted top-down (leadership interviews) and bottom-up (employee survey) to surface the full picture.

Delivered as a comprehensive AI Strategy Report with architecture recommendations, prioritized use cases, and an implementation roadmap. Includes evaluation and selection of the right AI partners, tools, and models for your environment, including isolated, on-premises model options for organizations with strict data security or compliance requirements.

AI Governance Framework

Responsible AI adoption requires clear policies, defined risk tolerances, and compliance with evolving regulations. Embark builds governance frameworks aligned to NIST AI RMF standards: covering ethical use, data privacy, transparency requirements, and regulatory compliance across GDPR, CCPA, HIPAA, and others.

Business Process Integration

Deploying a tool is only half the work. We integrate AI solutions directly into your workflows, reporting processes, and day-to-day operations, with the change management, training, and communications support to drive real adoption rather than shelfware.

Custom AI Solution Builds

From LLM-powered document extraction to automated financial analysis, enterprise search, and intelligent reporting: Embark designs, builds, and deploys custom AI solutions in your environment. Every solution is built with full IP ownership staying with you. No vendor lock-in. No black box.

AI Upskilling and Workforce Enablement

Deploying AI without enabling the people who use it is one of the most common failure points. Embark designs and delivers training programs that build lasting AI fluency across your organization: from the finance team learning to query their new tools to the C-suite understanding what's been built and why it matters.

AI Center of Excellence Design

For organizations ready to move beyond individual use cases and build a repeatable, scalable AI capability. Embark designs the intake-to-deployment operating model: including prioritization frameworks, POC processes, production deployment standards, and continuous monitoring. Timeline from intake to POC: weeks, not months.

Trusted by leading companies

costco
Halliburton
Etsy, Inc.
duolingo
live nation
Blackrock
kkr
waste management
HelloFresh
westlake
Planview, Inc.
Mitratech
ksl
Alliance Residential Company
smile doctors
aeg
upperline health
InterSystems Corporation

Why Embark for AI

We build it. You own it.

Every solution is custom-built in your environment, with full IP ownership staying with you. No vendor lock-in, no black box, no surprise dependencies after we leave.

Build or buy | we advise on both

Not every AI problem requires a custom build. Embark advises clients on the full landscape: whether the right answer is a custom-built solution, an AI feature already embedded in a platform they use, or a best-in-class point solution available on the market. We help you make the right call — and then implement it.

Consulting + advisory + execution in one partner

We don’t just recommend—we design, implement, and optimize AI solutions end to end.

Finance-led transformation expertise

With deep experience supporting CFOs and enterprise leaders, we align generative AI initiatives with financial performance and measurable ROI.

 

600+ AI-enabled consultants

AI isn't just what we sell; it's how we work. Every Embark consultant uses AI to deliver better, faster results, which means we understand the practical reality of adoption, not just the theory.

Seamless enterprise integration

We embed AI directly into your workflows, reporting, and decision-making processes to ensure adoption and scalability.

 

People, process, and technology

All under one roof: Data engineering, custom development, and change management, all within one practice. Most firms silo these across three different vendors.

Focus on long-term capability building

Through AI readiness assessments and upskilling workshops, we help your teams become self-sufficient—not dependent.

 

CASE STUDY

Results

500 +

Hours/month in identified time savings 

200 %

Approximate ROI in year 1

2500

Hours/year saved in manual data entry 

99 %

 Accuracy rate across 120+ document formats  

From first conversation to fully deployed

An engagement can start with an organization-wide readiness assessment and end with a live AI solution and an upskilled workforce. Here's how we get you there.

STAGE 1
AI readiness

Assess data quality, tech stack, culture, and governance

STAGE 2
Use case identification
Surface highest-impact opportunities with ROI modeling
STAGE 3
Proof of concept
Validate top use cases before committing to a full build
STAGE 4
AI solution builds

Design, build, and test production-ready solutions

 

STAGE 5
Business process integration

Design, build, and test production-ready solutions 

 

STAGE 6
AI upskilling

Train your team and build lasting internal capability

 

Meet our AI advisory leaders

Will Caironi

Business Transformation Practice Leader

Brad Werner

BT, Principal

Client satisfaction that speaks for itself

Our client satisfaction scores are more than 70% higher than the industry average — here’s why:

Our company brought in three Embark consultants, who have become a seamless part of our team and have served as crucial resources. As our team and company have experienced rapid growth and have undertaken several significant projects, the Embark consultants have done more than just plug the gaps, bringing in fresh perspectives and a wealth of knowledge to improve processes, create automations, and strengthen financial reporting. They learned the business quickly and have become go-to assets on our team.
Jim Buckley, Madrigal Pharmaceuticals, Inc.
Nearly every Embarker we have worked with has been outstanding. They are professional, incredibly smart, and charismatic.
Carter Bailey, Alliance Residential Company, LLC.
Excellent team to partner with. Thoughtful, analytical, and solutions oriented. They approach projects strategically and apply the latest technology and software platforms to drive efficient, practical outcomes. I highly recommend them.
Gerald Mwangi, Century Mechanical Holdings
We are able to develop and implement solutions timely with our consultants which is more than great. Embark is helping us leverage technology to become more efficient.
Kyle Kirk, RK Supply
Embark is already ready and able to help us when needed. They have the appropriate knowledge, expertise and resources to assist with all our technical accounting needs.
Madison Trevino, Presidio Petroleum
Embark has consistently provided a highly knowledgeable group of finance professional that are an absolute pleasure to work with!
Yvette Yanzalone, Plastics Management LLC
The Embark team is easy to work with and very knowledgeable. They go above and beyond, and I am thankful for the relationships I have built with each person I have had the privilege of working with.
Amanda Heavner, INSURICA
From top down, Embark has been fantastic. Have some of the brightest team members you'll ever encounter and they blend right into great cultures. They are highly engaged and always looking for ways to help improve your business!!
OJ Vallejo, Mitratech Holdings, Inc.

Get the insights business leaders rely on

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Digital transformation specialists to guide your organization forward

Will Caironi

Managing Director, Business Transformation Practice Leader

Frequently Asked Questions

Let's transform your business with AI

All Embark solutions begin with a conversation. Fill out this form and one of our advisors will follow up with a call. We can then better understand your needs and craft the right solution for your organization.

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Every Embark solution starts with a conversation. An experienced consultant is ready to text. Really.