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Orion

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Turn retail data into decisions that move product.

Analyze the data behind your POS, e-commerce, and ERP systems to surface stockout risks, promo margin erosion, and customer LTV shifts — before your next planning cycle.

Opportunity

Spring SKU sell-through trending 2x faster than forecast. Recommend reallocating inventory from Southeast stores.

Risk

Weekend foot traffic dropped 18% at 3 locations — promotional overlap with competitor detected.

Retail analytics hero visual

Real retail scenarios.
Running autonomously.

Stockouts Invisible Until the Shelf Is Empty

Predicts stockouts by location weeks in advance — before lost sales appear in your weekly reporting.

Analyzes: POS data, sell-through rates, SKU velocity, supplier lead times, and seasonal demand patterns by store and region.
Delivers: Rolling demand forecasts, automated reorder triggers, and overstock and stockout alerts — sent to buyers and planners automatically.

Promotions Destroying Margin Before Anyone Notices

Identifies which promotions destroy margin before they run — not after the campaign window has closed.

Analyzes: Promotional history, margin by SKU, competitive pricing signals, cannibalization patterns, and clearance velocity by category.
Delivers: Promo ROI scores, markdown timing recommendations, and cannibalization alerts by category — delivered to merchandising automatically.

Customer LTV Drifting Without Early Warning

Links purchase behavior to margin contribution so teams grow revenue, not just order count.

Analyzes: Transaction history, loyalty data, return rates, browsing behavior, and campaign response by customer segment and channel.
Delivers: Dynamic customer segments, LTV scores, churn risk flags, and next-best-offer recommendations — on a weekly cadence.

Connect to your data warehouse on day one

Orion connects directly to Snowflake, BigQuery, Postgres, Databricks, and other data warehouses where your retail data already lives. No new infrastructure. No replatforming. No engineering sprint.

Explore integrations
Orion integrates with POS, Shopify, SAP, and more
Orion surfaces retail intelligence proactively

Retail intelligence that gets smarter day over day

Orion arrives with demand forecasting logic, promo elasticity benchmarks, and customer cohort frameworks built in. It actively learns from your data to get smarter over time.

See Knowledge Base

Spot opportunities before they're gone

When a SKU’s velocity drops in a region, your buyer gets the reorder recommendation — not a data pull request. Orion surfaces demand anomalies, promo underperformance, and margin outliers automatically.

See how it works
Orion delivers proactive retail insights
Automated retail reports delivered on schedule

Reports that run themselves

Weekly inventory digests, monthly promo ROI, quarterly LTV cohorts — scheduled, formatted, and delivered to the right inbox. No manual pulls.

Explore workflows

Retail FAQ

Common questions about Orion for retail teams.

Yes. Once your store hierarchy and comparable-period logic are defined in the Knowledge Base, Orion applies them consistently across every analysis. You can ask which stores are underperforming their cohort this quarter and get a ranked, explainable answer.

You can upload your promotional calendar and seasonal index definitions directly into the project. Orion uses them as context when analyzing sales performance, so reports automatically account for expected lift versus organic growth.

Yes. Save the analysis as a workflow, schedule it to run weekly, and subscribe your merchandising team to receive the output via email, slack, etc. The report structure stays consistent; only the data updates.

Yes. Orion monitors inventory velocity, days-of-supply trends, and historical markdown performance, and can surface SKUs approaching risk thresholds before a buyer has to ask.

See what your team looks like with an AI Analyst.