AI that reads the catalog, the reviews, and the inventory — all at once.
Product data cleaned. Customer sentiment summarized. Inventory anomalies flagged before the stockout. Multi-channel merchants stop drowning in dashboards and start making calls.
What your team is doing by hand today.
If any of these sound familiar, there's an AI product that can take them off your plate.
- 01Product data quality differs across Shopify, Amazon, and your ERP.
- 02Customer reviews and support tickets contain gold — but nobody reads them all.
- 03Demand forecasting is a spreadsheet copied from last quarter.
- 04Channel analytics live in 5 tabs and two vendor dashboards.
Work that moves from “someday” to “done.”
We build these as production AI products inside your infrastructure. You get the workflow. Your team gets the time back.
- Catalog enrichment and product-data cleanup
- Customer review and support-ticket intelligence
- Demand forecasting and inventory anomaly detection
- Channel analytics across Shopify, HubSpot, Salesforce, Amazon
- Returns-reason clustering and root-cause analysis
- Personalized merchandising copilots
Numbers this kind of engagement typically moves.
Illustrative benchmarks based on comparable deployments and the patterns we've proven on AI2BI Hub. Every engagement sets its own success metrics in Phase 1.
You focus on your business. We handle the AI.
You shouldn't need to hire a machine-learning team to run a better operation. That's our job.
CostTrail scopes the problem, picks the model, builds the product inside your infrastructure, and wires in the CI/CD, observability, and on-call that keep it running. You approve the scope. We ship. You own what we build.
Two-week paid discovery. 2-week shipping sprints. Weekly demos. Eval-gated deploys. No vapor, no “enterprise AI transformation” decks.
AI2BI Hub products that already solve pieces of this.
Every one of these is a production AI product we built and shipped ourselves. For a retail & e-commerce client, we adapt them to your data, your perimeter, and your governance.
Same engine. Different vertical.
- Financial Services
Six live AI products shipping to finance teams today — document intelligence, ERP Q&A, FinOps anomaly detection.
- Healthcare & Life Sciences
Structured intelligence on unstructured clinical data — deployed inside your HIPAA boundary.
- Manufacturing & Industrials
Production-floor to supply-chain intelligence — operations data that answers questions in real time.
Let's scope an AI product for your retail & e-commerce team.
Book a 30-minute discovery call. We'll talk through the workflows that are eating your team's time and which ones are realistically automatable.