Agentic GenBI
Unlimited Possibilities
From semiconductor fabs to retail floors, teams query the system they already own, in plain language. Same grounded answers for humans and agents.
Ask the fab, not the BI team.
Every team queries the system they own in plain language. Plant ops ask MES, finance asks ERP, procurement asks supplier records. "OEE on Line 3 last week." "Standard cost variance by work order." "Supplier on-time delivery this quarter." Governed answers in seconds, no analyst tickets.
Production & quality
Plant ops query MES for OEE, scrap, cycle time, and yield. No SQL required.
Cost & supply chain
Finance and procurement query ERP for cost variance, WIP value, and supplier performance, governed by RLS.
Decisions at the speed of trade.
Credit teams query the loan book. Trading desks ask the OMS. Compliance queries transaction monitoring. All in plain language. "Delinquency rate by segment last quarter." "Slippage on yesterday's executions." "Suspicious transactions flagged this week." Governed answers in seconds, every query auditable for the regulator.
Credit & risk
Underwriting and portfolio teams query the loan book for delinquency, exposure, and segment performance, with RLS enforced at execution.
Trading & compliance
Trading desks query the OMS for slippage and fills; compliance queries transaction monitoring for AML flags. Every query logged for the regulator.
Operations questions, plain-language answers.
Clinical ops queries the EMR. Scheduling asks the rostering system. Finance asks revenue cycle. All in plain language. "Patient wait times by department." "Nurses available for an urgent ER case." "Denials by payer this month." Governed answers in seconds, no analyst tickets.
Clinical & operational
Care teams query the EMR for wait times, throughput, and staffing in plain language. No SQL, no analyst delay.
Revenue cycle
Finance queries the billing system for denials, days-in-AR, and reimbursement trends, with audit logs for HIPAA review.
Every channel, one definition of "customer".
Merchandising queries the OMS. Marketing asks the CDP. Store ops queries the POS. All in plain language. "Top-selling SKUs by region last week." "Cart abandonment by traffic source." "Loyalty redemption by store." Governed answers in seconds, every campaign agent reasons over the same metric definitions.
Merchandising & marketing
Teams query the OMS and CDP for SKU performance, conversion, and campaign ROI. No analyst tickets, no waiting on a dashboard refresh.
Loyalty & store ops
Store ops query the POS for traffic, basket size, and loyalty redemption. Same metric definitions everywhere.
Real-time engagement. No analyst tickets.
Editorial queries the CMS. Ad ops asks the ad server. Subs team queries the billing system. All in plain language. "Top-performing articles this week." "Fill rate by demand source." "Subscriber churn by cohort." Governed answers in seconds.
Editorial & audience
Editors query the CMS and analytics warehouse for content performance and audience engagement, in their own words.
Ad ops & subscriptions
Ad ops query the ad server for fill rate and yield; subs teams query billing for churn and LTV. Every number provable.
Sales, service, and supply. Each in plain language.
Sales teams query the DMS. Service centers ask the parts/service system. Marketing queries CRM. All in plain language. "Inventory turnover by model and region." "Service ticket resolution times." "Lead-to-test-drive conversion." Governed answers in seconds, no analyst tickets.
Sales & inventory
Dealer teams query the DMS for inventory turnover, days on lot, and model mix. All in plain language.
Service & loyalty
Service centers query the parts/service system for resolution times and recurring issues. Marketing queries CRM for retention.
Knowledge that survives team churn.
Growth queries the analytics warehouse. Retention asks the subscription platform. Social asks the campaign tools. All in plain language. Skills + Memory capture the playbook so the next analyst or agent starts at full context.
Retention & subscriptions
Retention teams query the subscription platform for CLV, churn, and cohort behavior. No SQL required.
Growth & social
Growth queries the warehouse for funnel performance; social queries campaign tools for influencer ROI. Skills capture the playbook for next time.
Bring Generative BI into your industry.
Public companies across the US, EU, Middle East, and Asia run Wren AI Agentic GenBI in production. Join the new era of Agentic GenBI!
