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AI-SI is an agent platform that connects Claude to live enterprise systems. It gives SI consultants an AI assistant that can read schemas, query data, analyze custom code, execute APIs, and run migrations — with approval gates on every write operation.

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How it works

The platform runs AI agents as Cloudflare Durable Objects, each maintaining its own conversation state. Agents have access to system tools that call a Java 21 Spring Boot connector (SAP via JCo today) to talk to live systems like ECC and S/4HANA. A React SPA provides the chat interface with real-time streaming and tool approval UI. 
User <-> React SPA <-> Cloudflare Worker <-> Claude API
                                |
                        Durable Object (agent state)
                                |
                      SAP Connector (Java/JCo)
                           /         \
                         ECC        S/4HANA

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Key capabilities

Schema & Data Analysis

Read table schemas, query data, compare fields across systems, analyze custom ABAP code for S/4HANA compatibility.

Clean Core & Readiness

Automated Clean Core analysis for S/4HANA and conversion readiness scoring for ECC with findings and remediation.

ETL Pipeline

Full Extract-Transform-Load migrations between ECC and S/4HANA with mandatory validation, dry runs, and post-migration reconciliation.

Scans & Dashboards

System inventory, findings, docs coverage, and module breakdowns built from indexed SAP metadata.

Dual-System Support

Connect both ECC and S/4HANA simultaneously. SAP/testing operations use sap_* helpers with connection_id routing (typically through execute_code).

Generated Docs & Search

Auto-generated module, technical, ER, and business-process docs with embeddings for semantic search.

Approval-Gated Writes

Tools that modify SAP data require explicit user approval before execution. Read operations run automatically.

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Next steps