sayfe.ai · SAP Process Advisor
Replace the seven-figure fit-to-standard assessment with an agent.
The SAP Process Advisor scores your ECC custom-code estate against S/4HANA, retires what should be standard, and produces the exact IMG configuration an elite functional consultant would — in days, grounded over MCP, governed and auditable.
- No system access required
- Clean Core Score in under a minute
- Built on AWS
44%
of custom objects retired to standard on a live reference estate
Days
to a fit-to-standard readout, not months
$1.9M
avoidable carry cost surfaced on that estate
100%
of agent actions logged and auditable
Figures read live from a running ECC reference estate. Your numbers come from your own system — the free scan below gives you a first read in under a minute.
The gap in the market
Consultancies sell a program. SAP sells a destination. We ship the path.
Traditional SI program
- Multi-quarter assessment, program-sized fees
- Answers walk out the door with the consultants
- Findings in slideware, not the system
Joule / BTP-native tools
- Assumes you are already on S/4HANA + BTP
- Won't touch your ECC custom-code estate
- Priced and scoped for the Fortune 500
sayfe.ai SAP Process Advisor
- Productized software, live in weeks
- Runs on ECC today and after go-live
- Cites real SAP objects, fully audited
How it works
A migration becomes a configuration — in five governed steps.
01Connect
Point the advisor at your estate — read-only, through a governed MCP layer. No open door to your system.
02Fit-to-Standard analysis
Every custom object is classified against the target release and ranked on a hotspot heatmap by carry cost and change pressure.
03Functional Consultant
Describe a requirement in plain language; the agent runs a scoping interview, drafts the blueprint, then the exact IMG cookbook.
04Apply under approval
The agent drafts the change as a governed customizing transport. Your team approves, your change process decides whether it lands — it never touches production on its own.
05Verify & audit
Changes are validated and every step is recorded as an auditable run with its citations and tool calls.

A family of narrow agents
Not one chatbot — specialized consultants for each corner of SAP.
FI / CO
Finance & controlling configuration, localization and clean-core posture.
MM / SD
Procurement, logistics and order-to-cash fit-to-standard.
Basis & Security
Authorizations, roles and technical readiness checks.
Process Intelligence
Custom-object usage mining and dormancy detection.
Custom Code Advisor
ABAP simplification-item and S/4 readiness analysis.
Build your own
Author governed functional agents from a curated tool catalog.
Grounded & audited
Every recommendation is something you can verify.
Real SAP objects
Citations to transaction codes, IMG nodes, tables and fields — not generic advice.
Human-approved
Agents propose; your team approves before anything touches the system.
Full audit trail
Each run is recorded with its steps, tool calls and citations.
Governed by ontology
Agents reason over a curated SAP semantic layer, not raw guesswork.
Why sayfe
What productized beats program-led.
| Capability | sayfe.ai | SAP Joule / BTP | Big-4 program |
|---|---|---|---|
| Assesses an ECC estate (pre-migration) | Partial | ||
| Productized software, not a program | |||
| Generates exact IMG customizing cookbook | Partial | ||
| Cites real SAP objects with audit trail | |||
| Continuous clean-core drift monitoring | |||
| Runs in your cloud, cloneable per client | |||
| Weeks to first value |
On the roadmap
The Process Advisor is the first of a widening platform.
Available now
Custom Code Remediation
Clean Core levels, governed syntax and ATC clearance, and the functional-test gate — in the ABAP AI Advisor.
Learn moreMigration Twin
A sandbox S/4 client where agents apply and validate configuration before any transport moves.
Test Automation
Auto-generate and run regression tests for every approved configuration change.
Cutover Cockpit
SUM/DMO advisor, data-migration objects and readiness gates for the move weekend.
FAQ
Questions, answered.
Do you need access to our SAP system to run the scan?
No. The Free S/4 Readiness Scan works from a few inputs about your estate and returns a calibrated Clean Core Score and savings estimate. A connected, read-only assessment is a later step that runs through a governed Model Context Protocol layer — never an open door to your system.
Does this run on ECC, or only S/4HANA?
Both. The whole point of the SAP Process Advisor is to assess an ECC custom-code estate against your target S/4HANA release before you migrate. It also runs continuously after go-live to catch new customization drift.
How is this different from SAP Joule or a BTP-based platform?
Joule and BTP-native tools assume you are already on S/4HANA and inside the SAP cloud. The SAP Process Advisor meets you where most enterprises actually are — on ECC — productized as software you can run in weeks, not a multi-quarter consulting program.
Will agents change our SAP configuration automatically?
Only under human approval. Agents do the analyst and consultant work — analysis, blueprint, and the exact IMG customizing cookbook. Your team reviews and approves before anything is applied, and every action is recorded as an auditable run.
What is the Clean Core Score?
A single 0–100 benchmark for how close your estate is to a clean, standard core — factoring custom-object volume, release age, and how broadly customization spans your modules. It is the headline number we track from first scan through go-live.
How do you ground the recommendations so they aren't hallucinated?
Agents reason over a governed SAP semantic layer and real system metadata through MCP, and every recommendation cites concrete SAP objects — transaction codes, IMG nodes, tables and fields — with a full audit trail.
See your Clean Core Score before your next budget meeting.
Run the free scan in under a minute, walk the self-guided demo, or book a live session on a running S/4 system.