Sarfaraz Shaikh
SAP ICM Practitioner · 3× SAP Certified · Hyderabad, India
I came to SAP Commissions through electrical engineering. M.Tech in Power Systems — second rank — from VJTI Mumbai, a 100-year-old autonomous government engineering institution and one of India's most prestigious technical colleges. Then a pivot into enterprise software that nobody in my cohort saw coming. That non-linear path is probably why I approach incentive compensation systems differently — I had to rebuild my mental models from scratch, which means I understand exactly where the real confusion lives.
Certified. Not just experienced.
Three SAP certifications across the ICM and AI/Data ecosystem — earned in active practice, not just studied for.
The evidence.
Across my career at TCS, Infosys, and Cognizant, I've worked directly with US and Canada based clients spanning multiple industries — telecommunications, insurance, electrification, financial services, and retail. Enterprise-scale implementations across some of the most complex compensation environments in these sectors.
What I believe about SAP Commissions implementation.
These are positions most consultants won't say publicly. I will.
The platform can handle almost anything you throw at it. What kills projects is plan complexity that was never validated against the data model, and calculation designs that looked clean on a whiteboard but don't scale beyond 500 agents. The technical work is usually the easy part.
Teams scope it as "the approval workflow" and allocate two weeks. Then the SAP Advanced Workflow Groovy scripts get complicated, the edge cases multiply, and it's still in UAT when everything else is ready for go-live. If your project plan doesn't have Advanced Workflow as a distinct workstream with its own tech lead, it's underscoped.
I've personally automated processes that freed up over 2 months of client time across engagements. Manual reconciliation, calculation validation runs, data extraction pipelines — these can all be automated with the right approach. Teams that don't build this in from the start are burning money on repetitive work.
Everyone plans for data migration. Nobody plans adequately for rebuilding the reporting queries against the HANA schema. The old Oracle PL/SQL reporting procedures don't translate directly. That's a significant rewrite that belongs in your project scope on day one.
Not in a "AI replaces consultants" way. In a "SAP Joule changes how end users interact with Commissions, and the consultants who understand both the platform and the AI layer will be twice as valuable" way. The window to build that dual expertise is right now.
The resource I wished existed.
When I started in SAP Commissions (it was still Callidus Cloud then), the only resources were official documentation that assumed you already understood the product, and the occasional community post that was three years out of date.
Eight years later, not much has changed. There's still no place where a consultant new to the SAP SuccessFactors Incentive Management ecosystem can get a clear technical picture of how SAP Commissions, Advanced Workflow, HANA, and Oracle all relate to each other — and what that means for real implementations.
This site is that resource. The SAP Advanced Workflow Groovy scripts, HANA queries, Oracle PL/SQL reference, migration guides, and interview/cert prep are the content I would have bookmarked at year one. If it saves you time on a deadline, it's doing its job.
Let's get to know each other.
If you're an SAP ICM practitioner, curious about the space, or just found something useful here — reach out. Always happy to connect.