Omnichannel attribution

Production-Ready AI Solution

Retail · Enterprise Solution

Omnichannel attribution

Multi-touch attribution beyond last click.

Deploy this use case Explore Retail Hub

Lumaara

Breww

LIVE AI ENGINE

Real-Time Execution Pipeline

Omnichannel attribution · Live Event Stream

STREAMING

STAGE 01INGEST

Enterprise Data

Lakehouse & APIs

STAGE 02ACTIVE

Breww AI Kernel

Multi-Agent Engine

STAGE 03ACTION

Automated Action

Low Latency SLA

EVENT MONITOR · RETAIL

ONLINE

[INGEST] Multi-source telemetry batch synced (2,480 items)

p99: 12.4ms

Throughput: 420 ev/s

Accuracy: 99.85%

ZERO-DRIFT SLA

Autonomous AI

15% Impact

Enterprise Guardrails

100% Policy Compliant

The problem

What we hear

Last-click attribution misfunds channels that actually drive demand.

Our approach

How we solve it

MMM + MTA hybrid attribution across paid, owned, and store channels with confidence bounds.

Outcomes

Measured impact

Sharper channel investment decisions
Better cross-channel budgeting
Cleaner ROI narratives for finance

Other Retail use cases

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Demand forecasting

SKU/store forecasts that actually beat the baseline.

Pricing optimization

Elasticity-aware pricing across channels.

Assortment planning

The right products in the right stores.

Customer segmentation

Actionable segments powered by RFM + AI.

Loyalty analytics

Program ROI, tier movement, and offer response.

Store performance

Compare, coach, and act at the store level.

Talk to us

Bring omnichannel attribution into production.

Share a couple of lines about your setup — a senior partner will get back within a business day.

Omnichannel attribution

Omnichannel attribution · Live Event Stream

What we hear

How we solve it

Measured impact

Other Retail use cases

Bring omnichannel attribution into production.

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