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Case StudyPrivate Equity

Private Equity Workforce AI Upskilling Initiative

Ajaia trained 2,000+ employees across the firm and its portfolio, driving broad workforce adoption and 35–45% efficiency gains in diligence, reporting, portfolio communication, and daily operations.

Client
A leading private equity firm with a national portfolio
Industry
Finance · Private Equity
Duration
3 Days
AJAIA Services
Training & Enablement
Tech Stack
PE Workflow Exercises · Agent Frameworks · Adoption Dashboards

The Opportunity

The firm needed an enterprise-wide AI capability that accelerated high-value workflows without increasing headcount. Analysts, associates, and operating partners spent hours on manual synthesis and reporting cycles, and the firm sought a scalable way to upskill all 2,000+ employees.

Key Challenges

Manual diligence and reporting

Analysts and associates spent hours each week consolidating data for diligence and reporting.

No standardized AI approach

The firm and its portfolio lacked consistent guidance for safe, compliant AI use.

Uneven adoption

Teams had no unified AI literacy baseline or shared best practices.

No repeatable AI workflows

Deal teams lacked the tools and skills to build reusable AI workflows or custom agents.

The Process

1. Discovery Session

Identified high-ROI workflows across diligence, deal communication, portfolio reporting, and internal operations.

Our Solution

Ajaia delivered a tailored upskilling program that enabled private equity professionals to integrate AI into diligence review, financial synthesis, investment memos, portfolio reporting, and communication. The initiative established a firm-wide capability that improves speed, quality, and analytical depth without adding staff.

Key Capabilities

Standardized Guidance & Universal Access All 2,000+ employees received equal access and clear guidelines for safe AI use across deal, operations, and corporate functions.
Workflow Literacy & Agent Building Training covered memo drafting, synthesis, benchmarking, and communication, plus lightweight agents for repeatable workflows.
Portfolio Materials & Executive Dashboards Reusable resources extended enablement across portfolio companies while dashboards tracked adoption and efficiency.

Impact

The program transformed how 2,000+ employees approached daily work, creating a unified AI-capable workforce across deal teams, operations, and corporate functions. Efficiency gains of 35–45% were observed across diligence, reporting, and communication. The initiative established a scalable operating model that strengthens internal execution and portfolio support.

Key Results

  • 2,000+ employees trained across deal, operations, and corporate teams
  • 90% firm-wide AI adoption sustained across roles
  • 35–45% efficiency gains across diligence, reporting, and communication
  • Reusable AI agents and templates deployed across the firm and portfolio
2,000+
employees trained across the firm and portfolio
90%
firm-wide AI adoption sustained across roles
35–45%
efficiency gains in high-value workflows
Services Delivered
Training & Enablement
Technology & Delivery
PE Workflow Exercises Agent Frameworks Adoption Dashboards
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