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
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AI Readiness Assessment
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Use Case Identification and ROI Modeling
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AI Governance Framework
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Proof of Concept Development
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Custom AI Solution Builds
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AI Center of Excellence Design
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Business Process Integration
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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
Why Embark for AI
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.
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.
We don’t just recommend—we design, implement, and optimize AI solutions end to end.
With deep experience supporting CFOs and enterprise leaders, we align generative AI initiatives with financial performance and measurable ROI.
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.
We embed AI directly into your workflows, reporting, and decision-making processes to ensure adoption and scalability.
All under one roof: Data engineering, custom development, and change management, all within one practice. Most firms silo these across three different vendors.
Through AI readiness assessments and upskilling workshops, we help your teams become self-sufficient—not dependent.
CASE STUDY
Results
Hours/month in identified time savings
Approximate ROI in year 1
Hours/year saved in manual data entry
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.
AI readiness
Assess data quality, tech stack, culture, and governance
Use case identification
Proof of concept
AI solution builds
Design, build, and test production-ready solutions
Business process integration
Design, build, and test production-ready solutions
AI upskilling
Train your team and build lasting internal capability
Meet our AI advisory leaders
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.
Nearly every Embarker we have worked with has been outstanding. They are professional, incredibly smart, and charismatic.
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.
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.
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.
Embark has consistently provided a highly knowledgeable group of finance professional that are an absolute pleasure to work with!
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.
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!!
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Frequently Asked Questions
What types of generative AI solutions do you provide?
We deliver customized generative AI solutions designed around your specific business objectives. Our services include AI readiness assessments, use case identification and ROI modeling, AI governance framework development, proof of concept builds, custom AI solution development, AI center of excellence design, business process integration, and AI upskilling and workforce enablement. Unlike off-the-shelf tools, every solution is built in your environment with full IP ownership staying with you.
How do you ensure generative AI delivers measurable ROI?
Our consulting and advisory approach begins with identifying high-impact use cases tied directly to financial and operational outcomes. We define success metrics upfront, align AI initiatives with enterprise strategy, and build solutions that improve forecasting, streamline processes, and enhance decision-making. Every engagement concludes with documented time savings, efficiency gains, and a clear line of sight to business value: not experimentation without results.
How is your approach different from traditional consulting firms?
We combine strategic advisory with hands-on execution, and we go further than most: our Business Transformation practice brings data engineering, custom development, and change management together under one roof, so you're not coordinating across three vendors to get one AI solution built. With deep finance and operations expertise, we ensure AI initiatives are aligned with CFO priorities, operational efficiency, and long-term enterprise performance. And every solution we build stays with you: full IP ownership, no vendor lock-in.
How do you help organizations that are new to generative AI?
We meet you where you are. Our AI readiness assessments take a top-down and bottom-up approach: interviewing leadership to understand strategic priorities while surveying employees to surface operational opportunities from the front line. We evaluate your data maturity, tech stack, governance environment, and internal capabilities, then deliver a comprehensive AI Strategy Report with prioritized use cases, ROI estimates, and an implementation roadmap your team can act on immediately. It's the clearest starting point for any AI program.
Can generative AI be integrated into our existing finance and operations processes?
Yes. Integration is core to our approach. We embed AI directly into your reporting, planning, and operational workflows to enhance your existing processes, not replace them. Our consultants have deep experience in finance and operations functions, which means we understand how your team works before we recommend how to improve it. Solutions are built to be scalable, secure, and aligned with your broader digital transformation strategy.
How do you handle data privacy and security in AI implementations?
Data privacy and security are built into every engagement, not added as an afterthought. We work within your existing security environment, building AI solutions that use your data, in your infrastructure, with governance frameworks aligned to NIST AI RMF standards and applicable regulations including GDPR, CCPA, and HIPAA. We help you define acceptable use policies, data handling standards, and risk thresholds before any solution is deployed: so your AI program is compliant and auditable from day one.
How long does an AI implementation typically take?
Timelines vary by scope, but our AI Center of Excellence framework gives you a practical benchmark: intake to proof of concept typically takes 1 to 3 weeks, and proof of concept to production typically takes 4 to 8 weeks. For organizations starting with a readiness assessment, we can move from first conversation to a board-ready AI Strategy Report in a matter of weeks. We move at the pace that's right for your organization: but our goal is always to get you to value faster than you'd expect.
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.