New research from Bain & Company suggests that the rise of agentic AI is not a threat to the Software-as-a-Service (SaaS) industry but rather a massive growth catalyst. The report identifies a $100 billion total addressable market in the US alone, created by the ability of AI agents to automate "human coordination work"—the manual tasks of connecting disparate systems. This untapped opportunity, which could reach $200 billion globally, centers on automating workflows that traverse multiple enterprise systems, such as reconciling ERP data against spreadsheets or interpreting vendor communications.
Quick Intel
Bain & Company identifies a $100 billion US market opportunity for SaaS via agentic AI.
Research suggests agentic AI will augment rather than replace existing SaaS systems.
The primary value lies in "cross-workflow decision context" across ERP, CRM, and billing.
Customer support and R&D show the highest automation potential (40% to 60%).
Early movers like Glean and Sierra are already scaling rapidly with AI-native models.
Bain recommends a three-phased approach: assess upside, decide where to play, and execute.
The Shift to Cross-System Coordination
For decades, the competitive advantage in the software industry was built around "systems of record." However, agentic AI is shifting the focus toward the ability to interpret and act across multiple workflows. This labor, which involves pulling data from one system and deciding on actions in another, was previously untouchable by traditional automation. By capturing "cross-workflow decision context," companies can now automate complex tasks that require sensing and acting across fragmented historical decision-making patterns.
Automation Potential Across Business Functions
The report highlights varying levels of automation potential across the enterprise. Customer support and engineering departments lead the way, with up to 60% of tasks suitable for automation. Finance and HR follow closely at 35% to 45%, specifically in high-volume areas like payroll and accounts payable. Conversely, Legal and Sales remain more constrained; while structural tasks like contract review are repeatable, the high stakes and the need for relationship nuance keep their automation potential between 20% and 40%.
A Three-Phased Strategic Roadmap
To capture this market, Bain recommends that SaaS vendors follow a structured execution plan. The first phase involves assessing high-value workflows and weighing deployment costs against labor replacement. The second phase requires companies to pinpoint where their specific data assets create the most differentiated value. Finally, the third phase focuses on closing capability gaps through partnerships or acquisitions, building the necessary infrastructure for multi-agent orchestration, and redesigning products to be "agent-ready."
The Imperative for Speed
The window for established SaaS companies to pivot is narrowing. AI-native startups are already compounding data advantages with every deployment, turning every run into a durable moat of execution data. Industry leaders emphasize that the strategic imperative is now measured in quarters. Those who fail to integrate agentic capabilities risk losing significant market share to fast-moving competitors who are already scaling at a rapid pace.
"For two decades, SaaS companies built competitive moats around systems of record. Agentic AI reopens this contest. The new competitive advantage is what we call cross-workflow decision context—the ability to see, interpret, and act across workflows that traverse multiple systems. The shift is already happening as early movers are capturing market share, and they are scaling fast." — David Crawford, chairman of Bain & Company's global Technology, Media & Telecommunications practice
"The strategic imperative for SaaS companies is measured in quarters, not years, as AI-native startups compound their data advantages with every deployment. Companies need to act fast or risk missing out on the $100 billion opportunity." — David Crawford, chairman of Bain & Company's global Technology, Media & Telecommunications practice
About Bain & Company
Bain & Company is a global consultancy that helps the world's most ambitious changemakers define the future. Across 67 cities in 40 countries, we work alongside our clients as one team with a shared ambition to achieve extraordinary results, outperform the competition, and redefine industries. We complement our tailored, integrated expertise with a vibrant ecosystem of digital innovators to deliver better, faster, and more enduring outcomes.
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