Connect Databricks and
eBay with AI

Stop exporting eBay sales data to CSVs and manually loading it into your lakehouse. Redbird AI syncs your eBay channel data into Databricks and pushes ML-driven pricing and inventory decisions back to your listings — fully automated.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Sync eBay transaction and listing data into Delta tables for analytics

Automatically pull eBay order history, listing performance, and buyer metrics into your Databricks lakehouse. Keep your e-commerce data warehouse current without manual extracts or fragile API scripts.

Enrich eBay listings with ML-generated product attributes and category scores

Use Databricks feature engineering and models to generate optimized product titles, descriptions, and category recommendations. Push enriched metadata back to eBay listings to improve discoverability and conversion.

Update eBay pricing based on demand forecasting models trained in Databricks

Train pricing optimization models on historical sales and inventory velocity in your lakehouse. Automatically adjust eBay listing prices when models detect demand shifts or competitive opportunities.

Alert on eBay inventory exceptions detected by anomaly detection pipelines

Run real-time anomaly detection on eBay stock levels and sales velocity using Spark Streaming. Trigger alerts when listings show unusual depletion patterns or pricing discrepancies versus other channels.

Generate daily eBay channel performance reports from unified commerce datasets

Combine eBay sales data with Shopify, Amazon, and warehouse data in Databricks. Auto-generate cross-channel performance dashboards showing margin, velocity, and return rates by marketplace.

Archive eBay order and dispute history to long-term Delta Lake storage

Stream completed eBay transactions, returns, and case resolutions into archived Delta tables. Maintain full audit trails for compliance and train churn prediction models on historical dispute patterns.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Databricks and eBay with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird AI understands both Databricks table schemas and eBay's listing, order, and inventory APIs — so your e-commerce analytics pipelines just work.

AI that speaks lakehouse schemas and marketplace APIs

Redbird maps eBay's item and transaction structures to your Delta tables without manual schema definitions. It understands eBay's variant hierarchies, seller metrics, and buyer attributes — and knows how to denormalize them into your star schemas, update slowly-changing dimensions, and handle eBay's rate limits and pagination. Your ML pipelines get clean, reliable e-commerce data without custom extraction code.

eBay item & transaction mapping
Delta table schema inference
SCD type 2 for listing changes
Spark-optimized batch writes
10×

faster than building custom eBay-to-lakehouse ETL with API wrappers and incremental sync logic

No PySpark boilerplate for pagination, no manual schema evolution tracking, no cron jobs breaking on API changes

Auto-generated reports

Redbird can pull from Databricks and eBay simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Databricks or eBay.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from Databricks into eBay, or from eBay back into Databricks. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start workflows from any eBay marketplace event or Databricks pipeline completion — and take action in either system.

Databricks
Triggers & Actions
Trigger

Job completes in Databricks

Trigger when a scheduled or streaming job finishes processing in your workspace.

Trigger

Delta table updated

Detect when new rows are inserted or updated in a specified Delta Lake table.

Trigger

ML model registered or transitioned

Fire when a new model version is logged or moved to production in MLflow.

Action

Write batch data to Delta table

Insert or upsert records into Delta Lake with automatic schema merging and partitioning.

Action

Execute SQL query or notebook

Run a parameterized SQL statement or trigger a notebook job with custom arguments.

Action

Update feature store values

Refresh online or offline feature tables with new values from external systems.

eBay
Triggers & Actions
Trigger

New order placed on eBay

Trigger when a buyer completes checkout for one of your eBay listings.

Trigger

Listing inventory falls below threshold

Fire when available quantity for an active listing drops to a specified level.

Trigger

Item listing ended or sold out

Detect when a listing expires or final item is purchased and stock reaches zero.

Action

Update listing price or quantity

Revise the price or available inventory count for an active eBay listing.

Action

Create or revise product listing

Publish a new item or update title, description, images, and attributes on existing listings.

Action

End listing or adjust fulfillment settings

Take a listing offline or change shipping options, handling time, and return policies.

Databricks
+
eBay

Ready to connect your stack?

Sync eBay sales data into Databricks and push ML-powered decisions back to your marketplace — no API plumbing or manual ETL required.

Get started → Book a demo