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Practical AI solutions that improve efficiency, insight, and decision-making
Artificial intelligence is quickly becoming part of everyday business operations — but knowing where to apply it, how to implement it, and how to do so responsibly can be challenging. Many organizations are interested in AI but struggle to move beyond experimentation or one-off tools.
MarksNelson's technology team helps organizations take a practical, business-first approach to AI. We focus on identifying high-value use cases, designing solutions that fit within your existing technology stack, and supporting implementation and adoption so AI delivers real results — not just new complexity.
Before investing in AI tools or platforms, it's critical to understand where AI will create the most impact for your organization.
We work with leadership and operational teams to evaluate current processes, data, and systems to identify opportunities where AI can reduce manual effort, improve accuracy, or unlock insights. This often includes assessing repetitive or document-heavy workflows, data bottlenecks, and areas where teams spend significant time searching for or reconciling information.
Our advisory services help you:
Many of the most effective AI solutions focus on automating routine and repetitive work so your team can focus on higher-value activities.
We design and implement AI-enabled automation using technologies your organization may already have, including Microsoft Copilot, Power Automate, and the Power Platform. These solutions can assist with tasks such as document routing, data extraction, summarization, approvals, and internal knowledge retrieval.
By combining AI with well-designed processes, we help organizations improve consistency, reduce errors, and scale operations without adding headcount.
Organizations often deal with large volumes of unstructured documents — PDFs, scanned files, forms, and reports — that traditional OCR and manual processes struggle to handle.
Our team has experience implementing AI-driven document processing solutions that go beyond basic OCR. These approaches use AI models trained to recognize and extract the same information across varying document formats, even when layouts and structures differ significantly.
AI is most valuable when it can safely and accurately leverage your organization's own data.
We help design AI solutions that connect to internal knowledge sources — such as documents, systems, and databases — using secure, enterprise-ready architectures. These solutions allow users to ask natural-language questions and receive responses grounded in approved company information, improving access to knowledge while maintaining governance and control.
It is essential to establish robust data ingestion and processing pipelines as a foundational element for effective AI implementation.
AI can also improve how software is designed, built, and maintained.
We consult with development teams on how to incorporate AI-assisted tools into their workflows to accelerate development, improve quality, and reduce repetitive effort, while managing cost and performance trade-offs responsibly.
Technology alone does not guarantee success. Adoption and understanding are critical to realizing value from AI.
We provide training and enablement services tailored to different roles — from leadership and business users to technical teams — focusing on practical use, responsible adoption, and confidence-building.
Our approach mirrors how we deliver other technology consulting services. We:
Our team can help you evaluate opportunities, design practical solutions, and ensure AI initiatives deliver measurable value. Contact us to start the conversation.