Case Studies

Real results from real engagements. See how we help organizations across industries implement AI that delivers measurable business impact.

Result

The board approved the $24M transformation plan, and the organization began executing on the first phase of AI initiatives across research and operations.

Professional Services

A leading research organization

$24M AI transformation roadmap, board-approved

Engagement

ACG conducted stakeholder interviews across departments, assessed current capabilities, and developed a multi-year AI transformation roadmap with clear phases, resource requirements, and expected ROI.

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Result

Deal review time decreased significantly, allowing the team to evaluate more opportunities while maintaining thorough analysis standards.

Financial Services

A mid-market PE firm

Custom AI tools for deal analysis across portfolio

Engagement

ACG built custom AI-powered deal analysis tools including a specialized GPT for extracting key metrics and risk factors from deal documents, plus automated workflow integrations.

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Result

The retailer developed and began executing a multi-year AI roadmap, with initial pilots showing measurable improvements in operational efficiency.

Retail

A national athletic retailer

Ongoing AI advisory driving strategic roadmap

Engagement

ACG provided ongoing advisory services including AI opportunity assessment, vendor evaluation, pilot program design, and executive education on AI capabilities and risks.

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Result

The prototype reduced processing time per document from hours to minutes, demonstrating the feasibility of automated lease extraction.

Professional Services

A commercial real estate platform

Automated lease data extraction prototype

Engagement

ACG developed an AI-powered prototype that automatically extracts key terms, dates, and financial data from lease documents using LLM-based document understanding.

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Result

Leadership gained the confidence to greenlight AI initiatives, with a clear understanding of where AI could deliver the highest ROI across their operations.

Healthcare

A pharmaceutical company

Executive AI readiness program delivered

Engagement

ACG delivered a tailored executive AI readiness program covering LLM capabilities, practical use cases in pharma R&D and commercial operations, and a framework for evaluating AI investments.

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Result

The firm adopted AI tools for document review and research, reducing time spent on routine tasks and allowing attorneys to focus on higher-value work.

Legal

A regional law firm

AI strategy and organizational readiness

Engagement

ACG delivered an AI readiness assessment, developed a tailored strategy focused on document review and knowledge management, and facilitated partner education sessions.

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Result

The company launched a clear AI roadmap with prioritized initiatives and began implementing AI features that strengthened their competitive position.

Financial Services

A financial data platform

Fractional CAIO engagement and AI strategy

Engagement

ACG provided fractional Chief AI Officer services, developing an AI strategy, evaluating vendors, and guiding the product team on AI integration priorities.

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Result

Management gained practical AI skills they could apply immediately, and the organization established clear guardrails for safe AI usage across locations.

Retail & Consumer

A multi-location restaurant group

Bilingual AI training and IT security framework

Engagement

ACG delivered bilingual (English/Spanish) AI training workshops for the management team and developed a comprehensive IT security framework for responsible AI adoption.

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