WGA Advisors Selected to Reset Enterprise AI Strategy and Deploy AI Agent Workforce for $3 Billion-Plus Consumer Conglomerate
KUALA LUMPUR, Malaysia, September 10, 2026 – WGA Advisors today announced that a leading consumer conglomerate with more than $3 billion in annual revenue has selected the firm, following a competitive bidding process, to reset its enterprise AI strategy and deploy WGA’s AI Agent Workforce Solution across priority functions and operating businesses.
The engagement follows a significant prior investment in an AI strategy developed by a top-tier global consulting firm that did not produce deployable outcomes. WGA Advisors was selected to recover that investment where possible, correct the direction of the program, and deliver working AI capability rather than a further round of recommendations.
The agents will work alongside employees to execute complex, cross-functional workflows, strengthen decision-making and improve operating efficiency across a group that spans multiple businesses, brands and product lines.
From strategy to production
At the center of the engagement is the AI Agent Workforce: a coordinated portfolio of specialized AI agents, each designed around a clearly defined business role, set of permissions, workflow and human oversight model. The agents will be engineered to interact directly with enterprise systems and data while operating inside the group’s established security and governance controls, with measurable performance targets set for each role.
“This client invested heavily in an AI strategy and received a document instead of an outcome. That is a pattern we see across large enterprises: strategy that stops at the slide and never reaches the systems, the data or the people who run the business,” said Cara Miller, Executive Managing Director of WGA Advisors.
“An AI strategy is only as good as what gets built from it. The hard part is not deciding that AI matters; it is securely connecting intelligence to data, systems and business processes, with the governance and human accountability required to operate at scale,” said Brian Andrews, Executive Managing Director of WGA Advisors.
A value-first approach to scaling AI
WGA Advisors’ methodology identifies measurable sources of business value before technology is selected, then builds the data, architecture, cybersecurity, governance and organizational capabilities required to scale AI responsibly.
The win extends WGA Advisors’ growing body of work with large, multi-business enterprises that need AI strategy translated into working systems and measurable results.
About WGA Advisors
WGA Advisors is a global management consulting and technology advisory firm that helps large enterprises solve complex strategy, operational transformation, technology modernization and artificial intelligence challenges. energy, pharmaceuticals and food and agribusiness.