The Forrester Wave: Sales Performance Management (SPM) Solutions for Incentive Compensation , Q1 2025 report provides a great overview of today’s 12 providers and how each measures up. But if you’re making your decision based solely on rankings and feature lists, you could be doing your business a disservice.
Here’s the thing: Every vendor brings a well-crafted pitch, highlighting their strengths and showcasing why their solution is the best. But the right way to choose technology is not to start with the vendor’s playbook. It is to write your own. What are your business’s unique needs? What processes must remain intact? Where are you headed in the next few years?
At InnoVyne, we have over 15 years of experience in helping our clients deploy a solution for their incentive compensation needs. Here are 7 real-world selection factors that we believe separate a great SPM investment from an expensive misstep:
Key Considerations for Selecting an SPM Solution:
1. Business Needs & Strategic Fit
- Does the tool align with your company’s compensation philosophy and structure?
- Can it support your incentive models (e.g., complex accelerators, SPIFFs, multi-tiered plans), or will you need workarounds?
- Is it built to handle your specific sales model (direct, indirect, subscription-based, consumption-based, etc.)?
2. Process Compatibility
- Are there unique processes you need to retain that might not fit neatly into a software’s pre-set logic?
- Example: Some SPM tools excel at compensation management but struggle with advanced territory planning. How important is that to your organization?
- Will your team need to rebuild compensation workflows from scratch, or can the tool accommodate your existing best practices?
3. Integration with Existing Tech Stack
- Does it seamlessly integrate with your CRM, ERP, HRIS, and financial planning tools?
- Does it provide real-time data exchange and reporting, or will you be stuck exporting spreadsheets?
- Like any solution, it must be able to co-exist with your technology stack. Are you committing to a single-vendor ecosystem, or do you need a flexible solution that “plays well with others”?
4. Scalability & Future Growth
- Can it handle increasing complexity (e.g., new geographies, Merger & Acquisition activity, evolving comp structures)?
- Is it modular, allowing you to adopt advanced features as needed?
- Will it still be the right solution 5 years from now, or will you outgrow it?
5. AI & Automation Capabilities
- Does the AI functionality actually improve efficiency, or is it just a buzzword?
- Can it automate manual-heavy processes like dispute resolution, exceptions handling, and commission calculations?
- Is there transparency in how AI makes decisions, or is it a black box that complicates trust?
- Are you able to communicate with AI Agents residing outside the SPM solution?
6. User Experience & Adoption
- How intuitive is it for an average business user and a compensation administrator to configure and maintain?
- Will you require ongoing support from the vendor to handle routine operations?
- Will sales reps actually engage with the tool frequently and draw insights regularly from their tailored view, or will it create friction?
- Does it support mobile access, self-service analytics, and scenario modeling for frontline users?
7. Cost vs. Total ROI
- Beyond licensing fees, what’s the true cost of implementation, integrations, training, and maintenance?
- Are you paying for features you don’t need, or missing critical capabilities in a lower-tier package?
- Does the vendor lock you into costly custom development to make things work the way you need?
Too often, companies choose a tool based on vendor rankings or a convincing sales pitch. But, when they try it on for size, it doesn’t quite fit with their processes or their tech stack. That’s why we offer Tech Evaluation as a service. We help businesses write their own playbook based on what they actually need.
If you’re on the market for a new SPM solution and want an unbiased, expert-led approach, let’s talk!

Diana Romanovsky
Strategic Content Creator

Greg Smith
Head of Customer Solutions and Partnerships