The Partner Opportunity For Microsoft Azure Services

To quantify the Azure services partner opportunity in the SMB segment, Forrester developed a composite model representing a typical customer engagement and corresponding partner delivery pattern. The composite customer represents an SMB organization of approximately 125 employees with $15,000 in annual Azure consumption (ACR), which reflects a common baseline for partner-led engagements in the SMB segment.

For this representative SMB customer, the total Azure services opportunity is estimated at $95,000 over three years, with $23,278 in expected partner revenue based on observed attach rates. Total opportunity reflects the full range of services partners can deliver across the customer lifecycle, while expected revenue reflects a realistic share based on how engagements typically unfold in SMB environments.

This section breaks down that opportunity across key Azure solution areas, including Azure migration, Azure data platform modernization and unification, and Azure AI and agentic solutions, as well as across service types such as advisory, solutions development, deployment, and managed services. Together, these components illustrate how partners enter, expand, and ultimately scale revenue over time.

• Azure migration as the entry motion. Azure migration represents the largest and most immediate opportunity within the SMB segment, accounting for approximately $48,000 of total revenue opportunity (51%) today and $20,940 of expected attached revenue (90%) over three years. This reflects its role as the primary entry point for partner engagement, where deployment and initial services attach at the highest rates. This concentration is consistent with broader market dynamics, as many SMB organizations continue to operate a mix of on-premises and legacy environments, creating ongoing demand for migration services. These engagements focus on migrating servers, databases, and business applications into Azure while establishing a stable cloud foundation for future expansion into data, AI, and other higher-value services.

• Data platform modernization and unification as a targeted growth opportunity. According to interviewed partners, Azure Data Platform Modernization and Unification is a more selective but strategically important opportunity, accounting for $17,600 in total revenue (19%) and $1,300 in expected attached revenue (6%). While adoption is not yet universal across SMB customers, partners highlighted that data platform engagements are often tied directly to specific business needs (e.g., integrating data across enterprise resource management [ERP] and CRM systems, enabling real-time reporting for financial or operational decision-making, establishing a centralized data foundation to reduce manual processes and improve visibility) and typically expand once initiated. These engagements create opportunities for deeper advisory and solutions work over time, particularly as customers look to improve reporting, consolidate systems, and enable future AI use cases. As one partner explained, “You simply can’t do AI well without a strong data and security foundation,” reinforcing the role of data as a prerequisite for broader transformation.

• AI and agentic solutions as a high-growth expansion layer. Azure AI and agentic solutions represent a fast-growing area of demand and emerging revenue opportunity, accounting for $29,400 in total revenue (31%) but $1,038 in expected attached revenue (4%) today. This gap reflects strong interest alongside early-stage adoption. In practice, partners are monetizing AI through targeted use cases such as “chat with your data,” workflow automation, and copilots, with engagements often expanding over time as customers validate ROI. Overall, AI is driving near-term advisory and deployment work, while longer-term value is realized as adoption scales and becomes embedded across business processes.

Forrester also examined the expected revenue opportunity across four service areas: advisory, solutions development, deployment, and managed services. The composite SMB customer distributes revenue across all four areas, with different levels of attach and expansion potential. Advisory and deployment services often support early engagement, while solutions development and managed services represent key opportunities for differentiation and long-term growth. Together, these service areas illustrate how partners evolve from initial engagements into sustained, higher-value relationships. When viewed as a percentage of total opportunity, this breakdown provides additional clarity into where partners are most likely to capture value within a given customer engagement.

• Advisory services as a trust-building and prioritization layer. Advisory services account for $2,325 in expected attached revenue over three years and $20,500 in total revenue opportunity. In the SMB segment, advisory engagements typically focus on defining priorities, shaping architectures, and aligning technology investments to specific business outcomes.
  These services commonly include readiness assessments, architecture design, cost modeling, and AI or data strategy workshops. While advisory engagements are often smaller in scale, they play a critical role in guiding customer decisions and positioning partners for follow-on work. As a result, advisory services act as an early engagement layer that helps partners identify opportunities, build credibility, and establish a foundation for expansion into deployment, solutions development, and managed services over time.

• Deployment services as the primary entry point. Deployment services represent a foundational component of the SMB opportunity, accounting for $10,475 in expected attached revenue over three years and $27,500 in total revenue opportunity. This reflects the essential role of deployment in helping customers establish and operationalize their Azure environments.
  These services typically include workload migration, landing zone setup, environment configuration, infrastructure provisioning, and initial security and governance implementation. In many cases, deployment also includes upgrading legacy systems or replatforming applications to run effectively in the cloud. While deployment engagements are typically time-bound and scoped to specific projects, they provide a critical entry point for partners to demonstrate value and establish the foundation for ongoing services.

• Solutions development as a key differentiation lever. Solutions development represents $14,000 in total revenue opportunity and $350 in expected attached revenue, reflecting lower overall attach today but meaningful potential for differentiation. In SMB environments, custom development is more selective and often tied to specific business needs, such as integrating systems, enabling automation, or supporting data and AI use cases. While not every customer invests in custom solutions, partners that build repeatable offerings and IP in this area are able to differentiate and capture higher-margin work over time. As customers mature and move beyond out-of-the-box capabilities, solutions development becomes increasingly important in delivering tailored business outcomes.

• Managed services as the foundation for recurring growth. Managed services represent $10,128 in expected attached revenue over three years and $33,000 in total revenue opportunity, making them a key driver of long-term partner value. While not always part of an initial engagement, managed services become increasingly important as customers look to operate, optimize, and secure their Azure environments over time. These services typically include ongoing monitoring, performance and cost optimization, security management, patching, backup and recovery, and environment administration. In some cases, partners also provide proactive support models that identify and resolve issues before they impact operations. Partners highlighted managed services as a source of recurring, multiyear revenue and a key mechanism for deepening customer relationships as Azure environments grow in complexity and business reliance increases.

Azure Migration

Azure Migration services provided by partners serve as the primary entry point for SMB cloud adoption, enabling customers to transition from on-premises environments and fragmented legacy systems into Azure. These engagements focus on migrating servers, databases, and business applications into Azure while establishing a stable cloud foundation for future expansion into data, AI, and other higher-value services. Partners combine migration assessments, landing zone deployment, cost optimization, and early operational setup to deliver immediate value while establishing a foundation for future expansion into managed services, data platforms, and AI.

Across the SMB segment, Azure Migration represents the most immediate and monetizable opportunity. For the composite SMB customer, migration accounts for $48,000 in total revenue opportunity and $20,940 in expected attached revenue, representing 51% of total opportunity and 90% of total attached revenue over three years.

Within this opportunity, revenue is not evenly distributed across service types. Managed services represent the largest share of total opportunity at approximately 56%, followed by deployment at around 31%, while advisory and solutions development each account for roughly 6% of total opportunity. This distribution highlights that while migration initiates the engagement, the majority of long-term revenue potential is concentrated in ongoing managed services and follow-on operational support.

• Advisory services attach selectively but enable downstream expansion. Advisory services account for $1,200 in expected revenue and $3,000 in total opportunity, with a 40% attach rate. These engagements typically include migration assessments, cost modeling, and architecture planning. In SMB environments, advisory is tightly scoped and often tied directly to active projects rather than standalone engagements. While advisory represents a smaller portion of immediate revenue, it plays a critical role in shaping customer decisions and positioning partners for follow-on work, particularly as customers evaluate optimization, expansion, and future service investments.

• Solutions development is low attach but introduces differentiation over time. Solutions development represents $3,000 in total opportunity and $90 in expected revenue, reflecting a 3% attach rate. SMB customers typically limit customization during initial migration, focusing instead on speed and cost efficiency. When solutions development does occur, it is targeted toward specific needs such as light application adjustments or integrations or enabling future cloud-native capabilities. While near-term revenue contribution is limited, this area becomes more relevant as customers mature and begin to optimize or extend their environments.

• Migration deployment is high attach, repeatable, and a primary revenue driver. Deployment services represent the most consistent source of attached revenue within this solution area, with $9,750 in expected revenue and $15,000 in total opportunity, reflecting a 65% attach rate. Common services include lift-and-shift migrations, landing zone deployment, and initial Azure environment setup. These engagements are highly standardized and increasingly automated, allowing partners to deliver efficiently while maintaining strong margins. As one partner noted, “Migrations almost always lead to follow-on work — managed services, data platforms, AI, or security.”
  Partners may also benefit from Microsoft funding and incentive programs that help offset migration costs and improve conversion rates, making it easier to initiate customer engagements and accelerate adoption. One partner reported, “Lift-and-shift projects average around 60% gross margin … driven by Microsoft incentives tied to net-new Azure consumption.” This combination of high attach, repeatability, and funding support makes deployment a reliable entry point for partner revenue.

• Managed services represent the largest expansion opportunity within migration. Managed services account for $9,900 in expected revenue and $27,000 in total opportunity over three years, with a 37% attach rate. These services typically begin with monitoring, patching, cost optimization, and security management, and expand as environments grow in complexity. Partners highlighted managed services as a key driver of recurring, long-term revenue and deeper customer relationships. As one partner noted, “Managed services margins are around 30% to 35%, but we like them for multiyear, sticky, recurring revenue.”
  Partners also emphasized a shift toward more proactive and automated delivery models, including the use of AI to improve efficiency in areas such as monitoring, issue detection, and performance optimization. As another partner noted, “Managed services are moving away from break-fix toward proactive, AI-enabled models where issues are resolved before customers even notice them.”

Data Platform Modernization And Unification

Data Platform Modernization and Unification services provided by partners represent the effort to consolidate fragmented data environments and modernize data architecture into a unified, governed, and scalable foundation on Azure. While often associated with AI readiness, these engagements also deliver immediate standalone value by improving reporting accuracy, operational visibility, and decision-making speed, even in the absence of AI use cases. In the SMB segment, this typically includes integrating data across core business applications, establishing basic governance and security models, enabling reporting and analytics, and preparing data environments for future AI use cases. Rather than large, multiyear transformation programs, SMB data initiatives are often more targeted and use-case driven, focused on solving specific business challenges while enabling future expansion. Across the SMB segment, Data Platform Modernization and Unification represents a selective but strategically important opportunity, accounting for $17,600 in total revenue and $1,300 in expected attached revenue, or 19% of total opportunity and 6% of attached revenue, over three years.

• Advisory defines data strategy, governance, and AI readiness. Advisory services represent $500 in expected revenue and $5,000 in total opportunity, with a 10% attach rate. In SMB environments, advisory engagements typically focus on defining data architecture, establishing governance models, and prioritizing use cases that align to business outcomes.
  These engagements often include the “what” and the “how,” helping customers determine not only which data initiatives to pursue but also how to structure, secure, and operationalize their data environments over time. Partners emphasized that advisory is increasingly tied to planning and execution, supporting customers in building a more integrated and governed data foundation that can scale with evolving needs.
  As one partner noted, “Customers want the shiny AI agents, but without their data estate in order, AI doesn’t scale,” reinforcing the role of advisory in guiding customers from initial interest to more structured, actionable data and AI initiatives.

• Solutions development enables integration, automation, and repeatable outcomes. Solutions development accounts for $120 in expected revenue and $4,000 in total opportunity, reflecting a 3% attach rate. In SMB environments, this work is typically focused on building practical, repeatable solutions that enable customers to operationalize their data. Common examples include developing data pipelines to move and transform data, integrating systems to create unified datasets, and building automated reporting or dashboard solutions that reduce manual effort. Partners also described creating reusable templates and accelerators that standardize how data is ingested, structured, and delivered across customers, improving speed and consistency.
  Solutions development becomes increasingly important as customers move beyond initial data consolidation and begin using their data to support more advanced analytics, automation, and AI-enabled use cases. Over time, this work enables partners to differentiate through repeatable IP and deliver more tailored, business-aligned outcomes.

• Deployment focuses on integrating and activating priority data sources. Deployment services in Data Platform Modernization and Unification account for $500 in expected revenue and $5,000 in total opportunity, reflecting a 10% attach rate. In SMB environments, deployment focuses on bringing fragmented data into a unified environment where it can be more easily accessed, shared, and acted on. In practice, this includes integrating data across core systems such as ERP and CRM platforms, centralizing data into platforms such as Microsoft Fabric or Azure SQL, and enabling consistent reporting across the business. These efforts allow organizations to reduce reliance on manual data pulls, eliminate disconnected reporting processes, and create a single, more reliable view of key business metrics. As a result, customers are able to improve visibility into financial and operational performance, accelerate decision-making, and reduce time spent reconciling inconsistent data across systems. While deployment attach is lower than in migration, it increases when tied to clearly defined use cases such as reporting, forecasting, or operational dashboards where the value of unified data can be demonstrated quickly.

• Managed services support ongoing data operations and platform growth. Managed services represent $3,600 in total opportunity and $180 in expected revenue, with a 5% attach rate. These services typically include monitoring data pipelines, managing performance and cost, enforcing governance policies, and supporting incremental data onboarding. While managed services attach less frequently in the early stages of SMB data platform adoption, partners noted that demand increases as environments grow more complex and as customers rely more heavily on data for decision-making. Over time, managed services create opportunities for recurring engagement as partners help customers maintain data quality, optimize performance, and scale their platforms.

Azure AI And Agentic Solutions

Azure AI and agentic solutions represent a rapidly emerging opportunity for partners serving the SMB segment and focus on helping customers move from early experimentation to practical, business-aligned use cases. In SMB environments, these engagements typically center on enabling AI-powered automation, improving productivity, and embedding AI into existing workflows through copilots, custom agents, and lightweight integrations. SMB AI initiatives are often use-case driven, starting small and expanding as customers validate value and build confidence.

For the composite SMB customer, Azure AI and agentic solutions account for $29,400 in total revenue opportunity, representing 31% of total opportunity but only $1,038 in expected attached revenue today or 4% of total attached revenue over three years. This gap reflects strong customer interest paired with early-stage adoption and lower current attach rates. Partners described AI as a high-growth area where demand is building quickly while monetization continues to scale. As one partner noted, “Only about 5% of our customers are actually buying AI projects today … [so] there’s a lot more interest than action,” highlighting both the nascency of the market and the significant upside ahead.

• Advisory drives use-case prioritization, AI readiness, and business alignment. Advisory services account for $625 in expected revenue and $12,500 in total opportunity, with a 5% attach rate. These engagements typically include AI readiness assessments, use-case identification, ROI modeling, and governance planning. Partners emphasized that advisory plays a critical role in helping customers move from broad interest in AI to actionable, business-aligned initiatives. This includes defining where AI can deliver measurable value and how to implement it in a structured, scalable way. In many cases, advisory acts as the entry point for AI engagements, enabling partners to position near-term use cases and longer-term adoption roadmaps.

• Solutions development and IP enable differentiated, repeatable agentic offerings. Solutions development accounts for $140 in expected revenue and $7,000 in total opportunity, reflecting a 2% attach rate. This work includes building custom agents, integrating AI into business processes, and developing connectors to internal systems. Partners described a hybrid model with standardized core components, such as reusable agents, templates, or accelerators, that are then adapted to specific customer environments and use cases. For example, partners may build repeatable frameworks using tools such as Microsoft Foundry or GitHub and tailor them to support customer-specific workflows. While attach is currently limited, this area represents a key opportunity for differentiation, enabling partners to scale delivery while still meeting unique customer requirements.

• Deployment enables rapid activation of AI use cases and early agent adoption. Deployment services account for $225 in expected revenue and $7,500 in total opportunity, reflecting a 3% attach rate. In SMB environments, deployment typically focuses on enabling initial AI capabilities tied to specific use cases. Common examples include setting up Azure OpenAI environments, integrating copilots into existing workflows, and enabling “chat with your data” solutions that connect models to internal data sources. In cases where customers do not yet have a cloud footprint, partners often establish foundational Azure environments alongside the AI use case to support deployment. These engagements are designed to demonstrate value quickly and provide a starting point for broader adoption.

• Managed services support ongoing optimization, governance, and scaling of AI solutions. Managed services account for $48 in expected revenue and $2,400 in total opportunity, with a 2% attach rate. These services typically include monitoring model performance, managing prompts and configurations, optimizing cost and usage, and ensuring governance and compliance over time. While demand is still developing, partners emphasized that managed services would become increasingly important as AI moves into production environments. The ongoing pace of AI innovation creates a recurring opportunity for partners to update, optimize, and expand AI solutions over time.