More information about the company is coming soon.
Agentic control tower for logistics

One control tower
for your logistics operations.

Marnie plugs into a company's order, inventory, warehouse, transportation, and fulfillment systems to root-cause issues, resolve escalations, detect anomalies, and track metric impact. The core capabilities include cross-system root-cause investigation, reasoning across order, warehouse, and transportation systems in one conversation.

Live demo — coming soon
How a root-cause investigation runs
OMS

Order Management

Triages the promise, isolates which orders missed and when.

WMS

Warehouse

Investigates that same cohort — pick, pack, staffing.

TMS

Transportation

Investigates that same cohort in transit — carrier, routing.

SYN

Synthesis

Joins every finding into one root cause, with evidence.

Each agent runs in sequence and hands off what it found, so the next one investigates with that context already in hand. You stay in the loop: continue, redirect, ask, or synthesize early.

~6 hrs

lost per customer escalation, reconstructed by hand across systems

4+

disconnected systems checked one at a time: order, warehouse, transportation, planning

Reactive

today's tooling catches problems only after a customer feels them

Every quarter

escalation firefighting drains the team that should be building product

Example

A real investigation, at real scale

Case: 5% late deliveries, last week

An ops lead asks why 5% of last week's orders arrived after their promised date. Order release and carrier transit both look normal for the week. The actual cause is one Tuesday when warehouse pick time rose from about an hour to about four, pushing that day's orders past the ship cutoff. No team catches this alone, because each one only watches its own system. A team doing this by hand takes roughly six hours across three systems. Marnie finds it in one conversation.

How it works

Each agent hands off to the next

Multiple expert agents each look into a specific system and process, then hand off their finding to the next, so every step starts with that context already in place.

sample investigations Marnie is designed to answer
>How did the recent snowstorm impact my delivery speed?
>Did our cost-per-order spike because of the fuel surcharge increase?
>Why are the distribution centers nearest most of our customers out of stock this week?
>Did product demand decline because of the recent delivery-delay escalations?
>What happened to cost and delivery speed after we launched the new last-mile partner?
Capabilities

Five pillars, built in the open

The core capabilities built into Marnie's control tower.

Comprehensive BI-powered investigations

Runs multi-persona analytics across business, product, operations, and science in one agentic workflow. Queries every team's database on command, in plain conversation.

Advanced data science tools

Applies a reasoning-based framework to find the root cause of a metric change, then runs live experiments and flow simulation to stress-test the fix.

Team knowledge brain

Unifies every team's knowledge into a single source of truth. Reasons with the context of the current situation, and improves with every new investigation it runs.

Anomaly detection & alarms

Catches a metric moving before a customer feels it, acting the instant it moves without anyone needing to ask first.

Recommendation & insight generation

Closes the loop from diagnosis to action: chat alerts, ticket assignment, and eventually the fix itself.

Next phase

Autonomous action

Triggering changes directly in your connected systems is deliberately deferred until trust and human-in-the-loop validation come first.

Who it's for

Built for the platform, felt by the merchant

Paying customer

Logistics & fulfillment platforms

3PL and fulfillment software operators. Run your own operations end to end, or switch Marnie on for the merchants you serve. One license, many tenants.

Downstream beneficiary

The merchants they serve

Small and mid-sized e-commerce and DTC sellers who don't have an in-house supply-chain engineering team. Root-cause investigation gets switched on for their account through the platform they already use.

Positioned as an alternative to enterprise incumbents like Aera, Kinaxis, o9, and Blue Yonder, sized for platforms and merchants below their budget and team size.

Early access

Get early access to Marnie.

Early access goes to platform and merchant teams first, plus updates as the pilot program takes shape.

Running a logistics or fulfillment platform and want to talk pilot? Get in touch →