EXHIBIT 2 · RETAIL DEMAND FORECASTINGNORTHWIND × SNOWFLAKE
With Snowflake, our retail clients now forecast demand three times faster.
Forecast cycle, daysBeforeWith Northwind × Snowflake
GroceryApparelElectronicsHome
−68%
average cut in forecast cycle time across nine retail clients.
One shared Snowflake data cloud
Demand models refresh nightly
Live in 14 weeks
Source: Northwind client results, 2024–2026; n = 9 retailersSnowflake Elite Services Partner
EXHIBIT 1 · WHERE THE REVENUE GOESNORTHWIND × SNOWFLAKE
Bad forecasts cost the average retailer 8 points of revenue.
Revenue, indexed to 100
−4.6
Stock-outs are the biggest leak, and the most forecastable.
14 days
to produce one weekly forecast today.
SOURCE: NORTHWIND RETAIL BENCHMARK, 38 RETAILERS, 202502
EXHIBIT 2 · BETTER TOGETHERNORTHWIND × SNOWFLAKE
Each partner covers what the other doesn’t.
CAPABILITYSNOWFLAKENORTHWINDTOGETHER
Third-party signals (weather, footfall) Planner change management ● Full◕ Strong◑ Partial○ None
NORTHWIND × SNOWFLAKE CAPABILITY MAP03
EXHIBIT 3 · THE JOINT SOLUTIONNORTHWIND × SNOWFLAKE
From point of sale to planner, in one flow.
03
Northwind forecast models
Live in 10 weeksRuns in the client’s Snowflake account
RETAIL DEMAND FORECASTING · PARTNER BRIEF04
EXHIBIT 4 · PROOF AT A NATIONAL GROCERNORTHWIND × SNOWFLAKE
Forecast error fell by a third within six months of go-live.
Forecast error (WMAPE), store × SKU, %
$41M
working capital released
2 days
to a weekly forecast, from 14
SOURCE: CLIENT DATA, 1,240 STORES, 202505
EXHIBIT 5 · HOW WE SELL TOGETHERNORTHWIND × SNOWFLAKE
One motion, two teams, six weeks to a decision.
WEEK 0 · PLANWEEKS 1–4 · PROVEWEEKS 5–6 · BUY
SNOWFLAKE
Shares target accounts and consumption data
Funds the proof of value from the partner program
Lists the offer on Marketplace
NORTHWIND
Builds the joint account plan and exec story
Runs the forecast on the client’s own data
Closes; services count toward Snowflake commit
NORTHWIND ALLIANCES · CO-SELL PLAYBOOK06
NEXT STEPNORTHWIND × SNOWFLAKE
Pick three accounts. We’ll bring the joint plan in two weeks.
Northwind Alliances
alliances@northwind.com
Snowflake Partner Team
Retail & consumer goods
RETAIL DEMAND FORECASTING · PARTNER BRIEF07