arnold™ completes the work. Your team makes the call.
arnold™ AI by enosix is the governed SAP AI execution layer for ECC and S/4HANA. Ask any question, get a live SAP answer, and execute work — quotes, orders, credits, updates — from any AI platform or enterprise app. No navigation. No stale data. No migration required.
Most SAP AI strategies assume ECC to S/4HANA modernization is already complete. Most SAP customers still run ECC. arnold™ is a purpose-built governed AI execution layer for live SAP ECC and S/4HANA processes.
Agent-assisted ranges observed across active arnold™ deployments. Each metric represents a live use case in both SAP ECC and S/4HANA environments.
The same live SAP process layer — ECC or S/4HANA — connects to every AI client and enterprise platform. No duplicate builds. No separate SAP session per surface.
| Regional deployment | Enterprise authentication | SAP access preserved |
| Isolated North America and Europe production deployments with OAuth 2.0 | Dynamic client registration | End-to-end SAP principle propagation |
Pre-built, configurable, and extensible to your SAP environment, ECC or S/4HANA.
Every arnold™ interaction follows the same validated path against live SAP. No shortcuts. No cached data. No approximations. The gap between stale SAP data and live SAP truth is where error and margin are lost.
Typical AI
Answers questions but leaves the work for your team to complete manually.
arnold™
Executes against live SAP so the work actually gets done.
Typical AI
An ungoverned action in SAP is a bad order, a wrong credit, or a compliance event waiting to happen.
arnold™
Validates every configured action against your business rules inside SAP before anything is committed.
arnold™ turns enosix’s SAP virtualization layer into a repeatable AI execution platform, governed, auditable, and built for the SAP environments enterprises actually run today.
Real-time SAP truth:
Live process logic via Rapid Integration Objects, or RIOs, not snapshots.
Process virtualization:
SAP logic accessed without rebuilding middleware.
Transaction validation:
Configured actions pre-checking against SAP.
Security + permissions:
SAP authorization preserved. OAuth access with principal propagation to SAP.
Governed execution:
Controlled action boundaries per workflow.
ECC + S/4HANA:
Both environments, no migration required.
enosix has been virtualizing ECC and S/4HANA process logic for enterprise teams for over ten years. That depth is what makes arnold™ possible.
No copied data, no sync lag, no stale truth. What the AI sees is what SAP holds right now — in ECC or S/4HANA, with no migration dependency.
One governed SAP result. Not multiple external BAPI hops that compound into reasoning errors and process risk.
The same live SAP process layer, ECC or S/4HANA, connects to supported AI clients and enterprise platforms via MCP, API, and SDK.
Ask these of any governed SAP execution layer, including arnold™. The answers determine whether the architecture can actually deliver on the promise of enterprise AI.
Yes. arnold™ AI by enosix is built for ECC today. Standard workflows run on ECC with no S/4HANA migration required. The same skill library and governance layer carries forward when you modernize. Built for ECC today. Ready for S/4HANA tomorrow.
Yes. This is where enosix’s architecture is most different from standard connectors. enosix’s Rapid Integration Objects (RIOs) execute inside SAP’s live processing layer — reaching custom condition types, Z-tables, variant configuration rules, and pricing exits that are invisible to external API-based tools.
Organizations with custom SAP logic can extend arnold using the SDK to connect existing Z-programs, BAPIs, and reports. Some mapping work may be required depending on your environment’s complexity, but the architecture reaches it. Standard external connectors typically cannot.
enosix deploys a SAP-certified add-on to your SAP environment. This add-on enables Rapid Integration Objects, or RIOs, the mechanism that executes inside SAP’s live processing layer.
No data is replicated or stored outside SAP. arnold™ AI by enosix connects to the add-on via MCP, REST API, or the arnold SDK. Standard workflows require no custom ABAP on the SAP side. Your SAP team retains full control of what is exposed and what is not.
Your team does. arnold™ AI by enosix uses OAuth 2.0 identity, so every user’s role and action scope is validated before any SAP call is made. Skill-level scoping means individual users can only execute actions within their defined permissions. Guardrails catch exceptions like credit risk, nonstandard discounts, policy violations, and route them to the right human before anything commits.
Key workflow events — user, skill, SAP data accessed, validation result, action taken, outcome — can be captured in Impact Mission Control for visibility, review, and improvement. Full audit trail, traceable to the system of record.
Joule is built for SAP’s own surfaces and S/4HANA environments. arnold™ AI by enosix is surface-agnostic, meaning it runs inside Salesforce, ServiceNow, Copilot, ChatGPT, Claude, and any MCP-connected app. arnold™ extends to ECC environments where Joule does not. The two are complementary: Joule inside SAP’s native UI, arnold™ across every other surface your team uses.
MuleSoft, Boomi, and BTP move and synchronize data between systems. arnold™ AI by enosix answers questions and executes SAP work from any AI surface, without replicating data. A single enosix RIO, or Rapid Integration Object, call orchestrates pricing, ATP, and validation in one SAP round trip.
No multi-hop external BAPI chaining. No stale data risk. If you already run an iPaaS, arnold complements it as the execution layer on top. It does not replace it.
No data replication for standard workflows. arnold™ uses enosix’s SAP-certified virtualization to access live process logic directly. Standard workflows do not require custom ABAP. Custom SAP logic is handled via the SDK connection to existing Z-programs and BAPIs. No data copy. No sync schedule. No middleware rebuild.
One working session to scope and baseline. You bring a workflow — quote, order, service case, return — where SAP execution is breaking or slowing your team. We show arnold™ AI by enosix resolving it live against your SAP data.
You leave with a scoped proof plan: workflow definition, success metrics, and a 90-day baseline your CFO can act on. Most teams complete this in 45 minutes. No slides. No commitment. One real workflow.
Classic CRM is the recommended starting workflow — live SAP data accuracy inside your existing CRM, fastest path to immediate value. From there, teams expand using the same skill library and governance layer already in place. The ROI you prove in the pilot funds the case for expansion — and the migration to S/4HANA, when you’re ready.
With enosix, customer service representatives see live SAP data — order status, delivery dates, contract terms, open returns — directly inside Salesforce or ServiceNow, without switching systems or waiting for overnight syncs. The enosix virtualization layer reads SAP in real time at query execution, so agents resolve customer issues in the same interaction rather than calling back after a manual SAP lookup.
enosix serves sales reps, customer service representatives, field technicians, B2B buyers, and business analysts who need real-time SAP data in the apps they already use — Salesforce, ServiceNow, Microsoft Copilot, or a self-service portal. IT teams and SAP architects use enosix to eliminate custom ABAP while preserving every existing SAP customization.
enosix integrates natively with Salesforce (Sales Cloud, CPQ, Experience Cloud), ServiceNow, Microsoft (Copilot, Teams, Dynamics), and any MCP-connected AI surface including ChatGPT, Claude, and Gemini. On the SAP side, enosix supports both ECC and S/4HANA, preserving all existing SAP customizations across both environments.
