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Outsourcing can turn AI into ROI

 

A tech-enabled model lowers risk and accelerates payback

 

AI’s benefits can be elusive for midmarket companies.

 

More than half (53%) of the respondents in Grant Thornton’s CFO survey for the first quarter of 2026 identified technology and data constraints as a top challenge to digital transformation in the finance function. Even when technology and data are optimized, operating models must be carefully designed to match technology to the use cases that will actually deliver ROI.

 

The right outsourcing partnership can help organizations overcome these obstacles and accelerate AI adoption that’s well governed and delivers measurable returns. The right partner will bring deep experience with process standardization, automation and AI-ready talent that makes them a springboard for AI implementation.

 

Outsourcing done right will also offset the cost of transformation by using operating expenditure (OPEX) savings to fund technology investments. By embedding AI and automation directly into outsourced operations, organizations can further reduce execution risk — ensuring initiatives are measurable, tied to clear performance outcomes and well-governed.

 

“Modernization programs built on an ‘operate to transform’ outsourcing model can rapidly free up capital to self-fund the transformation investment,” said Raul Vega, CEO, Grant Thornton | Auxis Business Modernization and Outsourcing Services. “A properly designed strategy will typically generate 30% to 50% cost savings within months and free up capital to help fund a longer-term digital transformation program. Our modernization roadmap embeds AI and innovation directly into operations with tangible, scalable outcomes finance leaders can trust.”

 
 

Messy data or multiple, incompatible ERP systems can be a huge obstacle to deriving meaningful benefits from AI. In many cases, system fragmentation that emerges after mergers and acquisitions creates an urgent need for greater standardization and consistency.

 

One of the fundamental principles of automation — including AI enablement — is that standardized, repeatable processes are the easiest to transform through technology. This is a core capability that an outsourcing partner must bring and can greatly facilitate the transition to a true AI-enabled operating model. 

 

How have outsourcing capabilities evolved?

 

Advanced AI capabilities are ushering in a new stage of maturity for outsourcing providers, helping to expand their role from transactional support to strategic enablement. Traditionally, outsourcing focused on high-volume, rules-based activities such as invoice processing, where scale and offshore labor arbitrage delivered cost efficiencies. 

 

Today, as distributed work models become standard, demand is shifting toward partners that can manage more complex, judgment-intensive functions, such as financial planning and analysis (FP&A), end-to-end accounting, vendor management and budget variance analysis, significantly increasing the value outsourcing can deliver. Many providers are still in the early stages of transitioning to a higher-value model.

 

Cost reduction remains an important driver: While cost-cutting intentions hit a four-year low in our Q1 survey, 72% of CFOs are still focused on optimizing costs in 2026. However, 66% now rank reasons other than cost as the top benefit of outsourcing, prioritizing more strategic drivers such as scalability and process standardization, AI enablement and access to talent.

 

Only 34% cite cost reduction as the primary benefit.

 
 

To support this evolution, CFOs are increasingly seeking outsourcing partners that go beyond transactional processing to deliver end-to-end modernization, combining advisory, AI enablement and operations within a single accountable platform.

 

Global delivery models that blend offshore and nearshore capabilities are another emerging trend. Offshore hubs maximize efficiency and cost savings for high-volume transactional processes, while nearshore teams provide the real-time collaboration, cultural alignment, agility and business proximity required for high-touch, time-sensitive and decision-oriented work.

 

Clients are taking note: In our survey, 82% of respondents said they are prioritizing shared services with outsourcing in their target operating models over the next three years. Sixty-four percent said they are already implementing or evaluating offshoring or nearshoring strategies, while only 36% plan to remain fully U.S.-based.

 
 
Raul Vega

“Companies no longer just outsource tasks — they outsource entire processes … organizations are increasingly turning to partners with the high-quality talent, operational maturity and AI capabilities to manage more complex, business-critical responsibilities.”

Raul Vega 

CEO, Grant Thornton | Auxis Business Modernization & Outsourcing Services

“Companies no longer just outsource tasks — they outsource entire processes,” Vega said. “As outsourcing evolves beyond transactional work, organizations are increasingly turning to partners with the high-quality talent, operational maturity and AI capabilities to manage more complex, business-critical responsibilities.”

 

In our survey, finance leaders ranked the ability to support complex processes as the most important factor in selecting shared services or outsourcing locations (96%), followed by talent availability (94%).

 
 

The availability of talent positions outsourcing as a key solution to one of the most persistent obstacles facing U.S. businesses. More than half (54%) of CFO survey respondents said they expect continued challenges in attracting and retaining the right talent over the next six months.

 

These shortages affect a range of roles, including accountants and IT/cybersecurity professionals. Clerks and call center employees also can be difficult to find in the United States as workforce preferences evolve.

 

“Many companies cannot hire the talent they need at the scale and cost they require,” Vega said.

 

Meanwhile, Baby Boomers are retiring and younger workers are increasingly selective about the roles they accept, often prioritizing flexibility in work hours and location while showing less interest in repetitive, transactional work. At the same time, salaries are rising as companies compete for the best talent.

 

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Why is midmarket outsourcing on the rise?

 

Midmarket companies may be outsourcing’s most enthusiastic adopters because outsourcing offers clear advantages for organizations with smaller internal teams, strong hiring pressure and rapid scaling needs. With 90% of survey respondents concerned about consumer affordability, CFOs are also leaning into efficiency and cost optimization strategies like outsourcing and AI to help absorb cost pressures, rather than passing them along to customers.

 

Vega said outsourcing was once primarily adopted by the largest companies, whose high volumes of transactional, repetitive tasks made the economics work. However, the rise of providers focused on end-to-end modernization has made outsourcing increasingly attractive to midmarket organizations that need enterprise-level capabilities but lack the scale to build them independently.

 

Nearshoring has further accelerated adoption in the middle market — reducing many of the concerns that once made outsourcing feel difficult to manage, like distant time zones. Midmarket companies often require greater flexibility, customization and speed of execution that traditional offshore providers — typically optimized for scale and labor arbitrage — fail to deliver.

 

“As midmarket companies have adopted outsourcing, they’ve often chosen nearshoring because it’s easier to manage and collaborate with partners closer to home,” Vega said. “They no longer see outsourcing simply as a cost-cutting tactic. They see it as a faster, lower-risk path to scaling capabilities, accessing talent and accelerating transformation.”

 

When it comes to AI adoption, midmarket companies often have the desire to drive benefits through tech implementation, but they often lack the budget, IT resources and governance foundations to rapidly execute an effective AI program without a trusted partner.

 

The process scalability, talent access and automation experience that the right outsourcing partner can provide is often the major unlock needed to deliver an effective business modernization program.

 
 

Key takeaways

 

As business leaders evaluate the potential benefits of outsourcing, several strategies can advance the discussion:

  • Evaluating how outsourcing can accelerate technology and AI progress: Outsourcing partners can lower the cost and risk of transformation by using labor and efficiency gains to help fund the integration of modern platforms, automation and AI directly into operations — driving measurable business outcomes tied to clear performance metrics and SLAs.
  • Reframing outsourcing as a growth and capability strategy: Position outsourcing as a way to strengthen operating models and accelerate priorities — not just to reduce costs.
  • Considering outsourcing complex processes, not just transactional work: Modern providers are equipped to manage full processes and more judgment-intensive work, not just individual, standardized tasks.
  • Using outsourcing to access scalable talent and specialized expertise: Outsourcing offers a practical connection to qualified talent, digital capabilities and AI-ready resources at scale, at a time when local hiring often proves difficult and expensive.

For more information on the outsourcing services offered by Grant Thornton | Auxis, please visit our Outsourcing webpage.

 
 

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This Grant Thornton Advisors LLC content provides information and comments on current issues and developments. It is not a comprehensive analysis of the subject matter covered. It is not, and should not be construed as, accounting, legal, tax, or professional advice provided by Grant Thornton Advisors LLC. All relevant facts and circumstances, including the pertinent authoritative literature, need to be considered to arrive at conclusions that comply with matters addressed in this content.

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