Commerce Planning At Scale

Nobodyplanstofail,theyfailtoplan.

At your scale, data is scattered across every platform you run.
Moselle is the autonomous planning engine that turns it
into a plan that executes.

Book a Demo
Shopify
NetSuite
Amazon
TikTok
Snowflake

A plan is only as good asthe data behind it.

Your data is already there. Moselle connects every system you run into a single model — BYO warehouse or use ours, everything flows from one source of truth.

Connect every data point into Moselle.

Your ERP, 3PL, storefronts, and marketplaces. All of it. 100+ native integrations, ready to connect.

Shopify
NetSuite
Amazon
TikTok
Stord
Cin7
SAP

BYO warehouse or use ours.

Already running Snowflake, BigQuery, or Redshift? Sync directly. Or skip the setup entirely and use Moselle’s native warehouse.

Moselle Native
built-in
or BYO
SnowflakeSnowflake
BigQueryBigQuery
RedshiftRedshift
DatabricksDatabricks

Pay for what you use.

Compute, storage, and AI — all unified into Mo Credits. Scales to zero when nobody is planning. Pay for the spikes, not the silence.

Compute usage · 24h$0 idle
12a6a12p6p12a

10h idle today. You paid for the spikes, not the silence.

Bottomless storage.

Decades of POs, sell-through, and shipments. Queries run in your browser tab — no backend round-trip.

Bottomless storageno cap
… decades20152020now
SELECT * FROM historyin-browser · 0.3s

Trace any order back to its plan.

Every PO links back to the demand plan, the model inputs, and the data sources behind it. Defensible when your board asks why.

Order lineage
PO #442114:02
traced to
demand plan v12 · Q1 reforecast
built from
sources · Shopify, Snowflake, +3

A plan you can act on,in an interface your team will use.

Built for every team that touches planning. Forecasts, replenishment orders, allocations, and KPI dashboards generated, optimized, and ready to act on.

PLATFORM

Designed for the teams that actually plan.

Operators, marketers, and finance — one shared workspace to make planning decisions, day after day.

Week of Aug 4 · 2026

Hi Hannah — here's your week.

Mo
Ask Mo anything — forecasts, POs, KPIs…
·Demand · 90-day forecast
ALL SKUS · DAILY
38.4KMAYJUNJULAUGSEPOCTNOVDEC
ACTUALFORECAST · 95% CIMAPE 6.4% · −2.1pp Wk/Wk
QUEUEPending purchase orders
MO GENERATED
PO-2419Atlas Bottling16,800
PO-2420Rhône Labs9,400
PO-2421Packform Intl.24,000
PO-2422Verde Caps3,200
PO-2423Bayside Print12,500
14 PENDING · $1.42MAPPROVE ALL ↵
Cash Conversion Cycle
42d
−8d MoM
MAPE · 90d
6.4%
−2.1pp
Months on Hand
2.3
optimal
Sephora Sell-through
83%
+11% w/w

Top-down + bottom-up forecasting

Revenue targets meet SKU-level demand, reconciled automatically.

Forecast to action

Demand flows into your replenishment model and out as executable POs, ready to approve.

KPI dashboards

CCC, MAPE, Months on Hand, sell-through by channel — the numbers your CFO actually asks about.

No per-seat fees, no surprises.

Every plan includes full platform access and unlimited users. The right data, in the right hands.

Not a dashboard with a chat box.A planning engine you can talk to.

Forecasting and optimization built from the ground up — trained on your data, retrained automatically. A chat that drafts plans, not just answers.

INTELLIGENCE

Mo works at the intersection of every variable.

Data intelligence across every layer of your supply chain — identifying constraints, modeling trade-offs, and optimizing the plan before you ask.

Demand forecasting
TRAINED 11H AGO
Refining SERUM-01 · 90-day demand
Lead-time predictor
3.2K POs · LIVE
Atlas Bottling · 21d ± 2 (90% CI)
Anomaly detector
3 FLAGS · 30D
Sephora promo arc detected · +34% velocity
Allocation solver
MIP · 14 RUNS/DAY
Solved 14 POs · cash-neutral · feasible
Cash-flow tracker
NETSUITE · 4M AGO
$1.42M committed · runway 14 mo
Mo
MO
Drafting Q1 replenishment plan…
↓ TOOLS DRIVE OUTCOMES ↓
Cash Conversion Cycle
38
days
8 days MoM
MAPE · Forecast Error
5.8
%
2.1pp w/w
Days on Hand
62
days
12 days MoM

Optimization solvers, not just predictors

Supply routing, order quantities, channel allocation, distribution timing — solved, not guessed.

Not a parrot

Detects regime changes, flags uncertainty. Not a moving average with extra steps.

Mo, your planning co-pilot

Ask anything across your supply chain. Mo connects live data, demand signals, and identifies next steps.

Always auditable

Every plan traced to its data sources, model inputs, assumptions, and confidence.

The data was always there,now it has somewhere to go.

Years of dashboards, and the data is still everywhere.
What's missing is one place where all of it becomes a plan.
That's Moselle.

Book a Demo

Live in weeks. No consultants. No vendor lock-in.