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AI ⇄ ERP

Anthropic to SAP integration — real-time data sync

Keep Anthropic and SAP in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Anthropic and SAP

Ground Anthropic on the customers, suppliers, items, and transactions that live in SAP, and write the classifications, scores, and extracted fields Anthropic produces back onto those records in real time.

Anthropic is a read-only source: Stacksync reads its data in real time and delivers it into SAP, so SAP always reflects the current state of Anthropic — without exports, scripts, or schedulers.

An AI system does not keep customers, orders, or invoices the way an ERP does. What it keeps is derived: the vectors and metadata in a store, or the classifications, extracted fields, and generated text a model produces over records it was handed. SAP is where those source records actually live, across finance, operations, procurement, and inventory, and that data usually stays behind a strict API with many record types. Whatever Anthropic produces, whether a category, a risk flag, an extracted value, or an embedding, only earns its keep when it lands back on the record in SAP where the business is run.

Stacksync connects Message Batches, Models, Usage Report (messages), Cost Report in Anthropic with Materials (Products), Sales Orders, Purchase Orders, Outbound Deliveries in SAP and keeps the two sides in sync in real time. Materials (Products), Sales Orders, Purchase Orders, Outbound Deliveries from SAP replicate into Anthropic continuously, so retrieval, classification, and reasoning run against current ERP records instead of last night's extract, and the fields Anthropic generates sync back onto the matching record in SAP. Mapping is field-level, matching is on identifiers you choose, and Stacksync handles the ERP's API limits and schema drift, so there is no extraction pipeline to build or babysit.

Because every AI-side item carries the key of the record it came from, results always resolve to the right customer, supplier, or transaction. Anthropic reasons over the business as it actually is within seconds of a change, and the people running operations act on model output where they already work, without exporting a file or logging into a second system.

Common use cases

  • 01 Mirror Organization Members and their roles into an IdP or HR database to audit who can access which workspace.
  • 02 Load Message Batches status and results into a database so downstream jobs consume completed batch output by custom_id.
  • 03 Keep MES and WMS systems aligned with production orders and goods movements.
  • 04 Expose sales order and delivery status to customer portals through a synced Postgres database instead of direct SAP access.

Common sync patterns

ERP records as live context

Customers, suppliers, items, and transactions from SAP replicate into Anthropic as they change, so search, retrieval, and reasoning run against current records rather than a periodic extract.

Derived fields back on the record

Categories, scores, or extracted values produced in Anthropic sync onto the matching record in SAP, where operations and finance teams see and act on them without leaving the ERP.

Continuous freshness, no reload

As records are created or corrected in SAP, the copy held in Anthropic updates within seconds, so the model side never reasons over stale ERP data.

What you can sync between Anthropic and SAP

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Anthropic objects SAP objects How this pairing syncs
Message Batches Asynchronous batch jobs at /v1/messages/batches; the connector polls processing_status and reads per-request results keyed by custom_id once a batch has ended. Materials (Products) Item master with plant and sales views, synced to commerce, PLM, and CRM systems. Message Batches is specific to Anthropic and Materials (Products) to SAP — each maps to any object or custom field on the other side.
Models Claude model catalog from /v1/models with model IDs, context window, max output, and capability flags; snapshotted into a config table so applications avoid hardcoding model IDs. Sales Orders Order documents written from external channels and read for status and fulfillment. Models is specific to Anthropic and Sales Orders to SAP — each maps to any object or custom field on the other side.
Usage Report (messages) Time-bucketed token usage (uncached input, cached input, cache creation, output) grouped by workspace, model, API key, and service tier from /v1/organizations/usage_report/messages; read-only, queried by date range at 1m/1h/1d bucket width. Purchase Orders Procurement documents synced with supplier portals and spend tools. Usage Report (messages) is specific to Anthropic and Purchase Orders to SAP — each maps to any object or custom field on the other side.
Cost Report Daily USD cost broken down by workspace, model, and cost type from /v1/organizations/cost_report; read-only, polled by date range for chargeback and FinOps reporting. Outbound Deliveries Shipment documents synced to WMS, carriers, and customer portals. Cost Report is specific to Anthropic and Outbound Deliveries to SAP — each maps to any object or custom field on the other side.
Workspaces Organization workspaces from the Admin API (/v1/organizations/workspaces); synced read-mostly so usage, keys, and members can be mapped to the workspace they belong to. Billing Documents Invoices read for AR status and replicated for revenue reporting. Workspaces is specific to Anthropic and Billing Documents to SAP — each maps to any object or custom field on the other side.
Organization Members Users in the organization with their role from /v1/organizations/users; read into an IdP or HR database for access auditing rather than written back. GL Accounts and Journal Entries Financial postings replicated to warehouses for group finance analytics. Organization Members is specific to Anthropic and GL Accounts and Journal Entries to SAP — each maps to any object or custom field on the other side.

How changes propagate between Anthropic and SAP

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Anthropic SAP Interval-based propagation

DetectionStacksync polls Anthropic for changes on an incremental schedule, reading only records changed since the previous pass. Polling.

DeliveryEach detected change is written to SAP through its API, with automatic retries and rate-limit backoff.

SAP Anthropic Sub-second propagation

DetectionSAP notifies Stacksync of record changes through webhook events. Business events via SAP Event Mesh on S/4HANA.

DeliveryAnthropic does not accept inbound record writes, so this direction carries requests rather than records: Anthropic's output flows back as field updates on the originating SAP records.

Rate-limit considerations

  • Anthropic: Messages API limits are per usage tier: requests-per-minute plus input- and output-tokens-per-minute, surfaced in anthropic-ratelimit-* response headers with retry-after on 429. Usage/cost reports recommend polling at most once per minute.
  • SAP: Throttling is configured at the gateway and tenant level rather than as a single published rate limit.
What ships with Anthropic ⇄ SAP

Connect Anthropic and SAP for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Anthropic–SAP connection.

Real-time

Real-time sync

Changes in Anthropic or SAP instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Anthropic or SAP data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Anthropic or SAP record.

Observability

Monitoring

Track your Anthropic ⇄ SAP sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Anthropic and SAP.

How the Anthropic and SAP connectors work

Anthropic

Integration surface
REST — Messages API at api.anthropic.com/v1 plus the Admin API (/v1/organizations/*) for organization, usage, and cost data
Authentication
API key in the x-api-key header for Messages, Models, Files, and Batches endpoints; the Admin API requires a separate Admin API key (sk-ant-admin...) with organization-admin permission. Every request also sends an anthropic-version header.
Change detection
Polling. Usage and cost reports are queried by time bucket (1m/1h/1d) over a date range; list endpoints paginate with has_more/next_page (or after_id). No general-purpose data-change webhooks (webhooks exist only for Managed Agents session state).
Capabilities
read
Rate limits
Messages API limits are per usage tier: requests-per-minute plus input- and output-tokens-per-minute, surfaced in anthropic-ratelimit-* response headers with retry-after on 429. Usage/cost reports recommend polling at most once per minute.

SAP

Integration surface
OData (v2/v4) APIs on S/4HANA; BAPI/RFC and IDoc on ECC and on-prem systems; SOAP services
Authentication
OAuth 2.0 or basic auth via communication arrangements on cloud editions; SAP user credentials for RFC on-prem
Change detection
Business events via SAP Event Mesh on S/4HANA; change pointers with IDocs or timestamp polling on ECC
Capabilities
read · write · webhooks
Rate limits
Throttling is configured at the gateway and tenant level rather than as a single published rate limit
How it works

How to connect Anthropic to SAP — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Anthropic and SAP with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Anthropic connected
    SAP connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Anthropic and SAP objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Anthropic ⇄ SAP
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Anthropic SAP
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Anthropic and SAP integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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→ SECURITY WITH BENEFITS

SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 405 integrations available for Anthropic and SAP.

Popular · 7 of 405
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