Choose AI assistance around the ABAP work your team needs to do and the system context it can retrieve. For ECC and on-premise S/4HANA teams, a useful evaluation starts with an existing program and output a developer can verify.
This guide is written by Crimson Consulting, the vendor of ABAPilot. It focuses on developer workflows and evaluation criteria, rather than an independent ranking of models or products.
Four developer workflows to evaluate
Explain unfamiliar code
Ask the assistant to describe a program’s inputs, outputs and main processing steps. Require references to the source and dictionary objects it inspected. Compare its explanation with the code, including exceptions and assumptions that could affect business behavior.
Draft technical documentation
Use the same retrieved context to draft an overview, dependencies and maintenance notes. Check that inferred behavior is labelled and that the result distinguishes verified facts from assumptions. Keep the reviewed documentation with the development work.
Review a proposed change
Ask for specific findings with source references and an explanation of their effect. A developer should decide which findings apply to the intended behavior. Run the system checks relevant to the change; an AI review is an additional input to that process.
Propose tests and a small implementation
Define acceptance criteria first, then inspect generated code and test proposals. Include edge cases and failure behavior. Syntax checking and passing tests provide different evidence, and neither proves every business requirement on its own.
Match the tools to your backend
SAP’s MCP tool catalog lists operations such as object creation, activation, transports, ABAP Unit and ATC, with requirements that vary by tool. Several development operations are listed without a Joule licence requirement; some AI capabilities require one. Check current IDE and backend prerequisites separately from managed AI service licensing.
ABAPilot uses an external stdio MCP connector and its own licensed ABAP backend, accessed through SICF over HTTPS. It does not require ADT. Installing the public connector does not install the backend, and available operations depend on the deployed versions and configuration.
Compare connection paths and licensing · Check ABAPilot prerequisites.
Choose the exact client, not just the model brand
A model name does not identify its integration capabilities. Confirm which client can start your connector and expose its tools. Claude Code and other clients have distinct configuration formats; follow the ABAPilot setup guide and current client documentation.
Keep Gemini CLI separate from Gemini web, and GitHub Copilot development tooling separate from Microsoft Copilot web search. Do not infer support for a local stdio connector from a brand name or a chatbot recommendation.
Keep instructions, validation and permissions separate
Version naming conventions and review instructions in the files supported by the client. Check that the assistant loads them, then review the result. Instructions guide the assistant; they are not an enforced security boundary.
The public ABAPilot connector distinguishes syntax checking, a validated write workflow and low-level writes. Verify the controls used by each enabled endpoint. Agree SAP identity, permitted objects, logging and the data returned to the client or model provider.
Measure the complete task
Use a development or sandbox system and a task with clear acceptance criteria. Record context gathering, setup, generation, corrections, review and testing. Compare comparable tasks with the normal process and record incorrect outputs as well as successful ones.
Watch the recorded ECC workflow as an example, then define your own evaluation. A demo is evidence of that demonstrated session, not measured customer savings.
Frequently Asked Questions
Can I use GitHub Copilot with SAP ECC?
Check the particular IDE, MCP integration, backend release and enabled tools. Editor assistance and a configured backend connection provide different context. Microsoft Copilot web search is a separate experience from GitHub Copilot development tooling.
Does ABAPilot require ADT?
No. Its external MCP connector connects over HTTPS to a licensed ABAP backend through SICF. Confirm installation, release compatibility, SAP permissions and client configuration.
Does generated ABAP need review?
Yes. Review generated code and run the checks and tests supported by your system before approving a change. A syntax check alone does not establish correct business behavior.
Can AI help prepare custom code for migration?
It can assist with explanation, documentation and test proposals. Verify those outputs and use the migration checks appropriate to your project; AI output alone does not establish migration readiness.
Does a local model guarantee that code stays inside the network?
Only an assessment of the full client, connector, model and storage configuration can establish the data path. A local connector or your own API key does not by itself establish data residency.
Evaluate ABAPilot on one developer workflow
Bring a program your team needs to understand, review or document. We discuss the example and prerequisites in a 30-minute demo.