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ERP ⇄ AI

Infor WMS to Openai integration — real-time data sync

Keep Infor WMS and Openai 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 Infor WMS and Openai

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

Openai is a read-only source: Stacksync reads its data in real time and delivers it into Infor WMS, so Infor WMS always reflects the current state of Openai — 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. Infor WMS 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 Openai 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 Infor WMS where the business is run.

Stacksync connects Models, Fine-tuning jobs, Files, Batch jobs in Openai with Shipments, Appointments, Items, Inventory in Infor WMS and keeps the two sides in sync in real time. Shipments, Appointments, Items, Inventory from Infor WMS replicate into Openai continuously, so retrieval, classification, and reasoning run against current ERP records instead of last night's extract, and the fields Openai generates sync back onto the matching record in Infor WMS. 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. Openai 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 Projects, members, and service accounts into a database as an auditable access inventory for security reviews.
  • 02 Stream OpenAI audit-log events into a SIEM or operational database for compliance monitoring of key changes, logins, and project edits.
  • 03 Mirror ASN and receipt data into procurement so buyers see received quantities without logging into the WMS
  • 04 Consolidate task and labor data into a BI warehouse for productivity reporting

Common sync patterns

Continuous freshness, no reload

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

One consistent identity across both systems

A customer, supplier, item, or transaction in Infor WMS maps to the corresponding entry in Openai, so every AI result attaches to the right entity on both sides.

Document extraction round-trip

Purchase orders, invoices, or other documents flow from Infor WMS into Openai for parsing or classification, and the structured result returns to the record it came from.

What you can sync between Infor WMS and Openai

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.

Infor WMS objects Openai objects How this pairing syncs
Appointments Dock appointment data coordinates carriers and yard operations with external schedules. Audit logs Organization audit-log events (API-key changes, logins, project edits) from the Administration API; read for compliance and security monitoring. Appointments is specific to Infor WMS and Audit logs to Openai — each maps to any object or custom field on the other side.
Items Item definitions keep the WMS aligned with the ERP or OMS item master. Models Catalog of available base, snapshot, and fine-tuned models with owner and capabilities; read-only reference data used to resolve inference and fine-tuning targets. Items is specific to Infor WMS and Models to Openai — each maps to any object or custom field on the other side.
Inventory On-hand quantities by location feed available-to-promise in order-taking systems. Fine-tuning jobs Training jobs with status, base model, hyperparameters, trained-model name, and result files; status received by webhook or polled from queued through succeeded or failed. Inventory is specific to Infor WMS and Fine-tuning jobs to Openai — each maps to any object or custom field on the other side.
Receipts / ASNs Advance shipment notices and receipt confirmations sync with procurement systems. Files Uploaded training, validation, and batch-input files plus generated output files; listed and read by ID, not written back as business records in sync. Receipts / ASNs is specific to Infor WMS and Files to Openai — each maps to any object or custom field on the other side.
Shipment Orders Outbound orders arrive from the ERP or OMS for allocation and picking. Batch jobs Asynchronous bulk-inference jobs within a 24-hour window, with status and output/error file IDs; completion detected by the batch.completed webhook or by polling. Shipment Orders is specific to Infor WMS and Batch jobs to Openai — each maps to any object or custom field on the other side.
Waves Wave assignments group orders for fulfillment and can be reported outward. Vector stores File collections backing file-search retrieval, with name, file counts, usage bytes, and status; read as a metadata inventory of retrieval assets. Waves is specific to Infor WMS and Vector stores to Openai — each maps to any object or custom field on the other side.

How changes propagate between Infor WMS and Openai

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.

Infor WMS Openai Sub-second propagation

DetectionInfor WMS notifies Stacksync of record changes through webhook events. ION event publishing or scheduled polling of API endpoints.

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

Openai Infor WMS Sub-second propagation

DetectionOpenai notifies Stacksync of record changes through webhook events. Push webhooks (Standard Webhooks spec, whsec_ signing secret) fire on batch.completed, fine_tuning.job.succeeded/failed, response.completed/failed,.

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

Rate-limit considerations

  • Infor WMS: Subject to Infor ION API gateway throttling policies.
  • Openai: Rate limits are set per organization and per project as RPM/RPD and TPM/TPD and rise across five spend-based usage tiers; responses carry x-ratelimit-remaining headers and return HTTP 429 on breach.
What ships with Infor WMS ⇄ Openai

Connect Infor WMS and Openai for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Infor WMS–Openai connection.

Real-time

Real-time sync

Changes in Infor WMS or Openai instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Infor WMS or Openai 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 Infor WMS or Openai record.

Observability

Monitoring

Track your Infor WMS ⇄ Openai sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Infor WMS and Openai.

How the Infor WMS and Openai connectors work

Infor WMS

Integration surface
REST API via the Infor OS / ION API gateway (cloud deployments run inside Infor CloudSuite)
Authentication
OAuth 2.0 via Infor OS
Change detection
ION event publishing or scheduled polling of API endpoints
Capabilities
read · write · webhooks
Rate limits
Subject to Infor ION API gateway throttling policies

Openai

Integration surface
REST API: data-plane inference and authoring (api.openai.com/v1) plus the Administration API (/v1/organization/*) for usage, costs, projects, and audit logs
Authentication
Bearer API key scoped to a project or user (sk-...) in the Authorization header, with optional OpenAI-Organization and OpenAI-Project headers; the Administration API requires an Admin key (sk-admin-...)
Change detection
Push webhooks (Standard Webhooks spec, whsec_ signing secret) fire on batch.completed, fine_tuning.job.succeeded/failed, response.completed/failed, and eval.run events; objects without a webhook are read by list plus GET-by-ID. No row-level CDC feed.
Capabilities
read · webhooks
Rate limits
Rate limits are set per organization and per project as RPM/RPD and TPM/TPD and rise across five spend-based usage tiers; responses carry x-ratelimit-remaining headers and return HTTP 429 on breach.
How it works

How to connect Infor WMS to Openai — 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 Infor WMS and Openai 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
    Infor WMS connected
    Openai connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Infor WMS and Openai 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 · Infor WMS ⇄ Openai
    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
    Infor WMS Openai
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Infor WMS and Openai 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.

Learn more about security
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
DPF US-EU-UK-CH
→ 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 365 integrations available for Infor WMS and Openai.

Popular · 6 of 365
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