Forthcast vs Lokad: Which Demand Planning Tool Is Right for Your Shopify Brand?
Forthcast vs Lokad: features, pricing, and migration guide for Shopify brands comparing AI demand forecasting tools in 2026.
Updated May 2026
Forthcast vs Lokad: Which Demand Planning Tool Is Right for Your Shopify Brand?
Quantitative supply-chain consulting + Envision DSL. Here's how it stacks up against Forthcast for Shopify-native demand planning.
TL;DR
- Choose Lokad if: Enterprise retailers and aerospace/automotive supply chains that want a bespoke probabilistic model coded in Envision.
- Choose Forthcast if: you're a Shopify or Shopify Plus brand that wants AI demand forecasting + PO automation in under 10 minutes, on a flat $19.99/mo plan, with no sales call.
- Lokad's biggest weakness for Shopify merchants: It's a consulting engagement with a DSL, not a self-serve app. Massive overkill for a Shopify brand.
Feature comparison
| Capability | Lokad | Forthcast |
|---|---|---|
| Native Shopify integration | No | Yes |
| Flat monthly pricing | No | Yes |
| Self-serve setup (no consultant required) | No | Yes |
| PO automation | Yes | Yes |
| Multi-warehouse / multi-location | Yes | Yes |
| Probabilistic / quantile forecasts | Yes | Yes |
| Free trial without sales call | No | Yes |
| Time to first forecast | Weeks (consulting) | < 10 minutes |
Pricing comparison
Lokad pricing
From ~$2,500/mo, custom. Requires a 'supply-chain scientist' (Lokad's term) on retainer.
Forthcast pricing
Flat $19.99/month on the Shopify App Store. 14-day free trial. No per-SKU fees, no annual contract, no implementation cost.
Migrating from Lokad to Forthcast
- Install Forthcast from the Shopify App Store — Shopify auth handles the data connection automatically.
- Import history: Forthcast pulls 24 months of order, product, and variant data on first sync (no CSV exports from Lokad required).
- Set lead times: paste your supplier lead times once; Forthcast layers variance on top automatically.
- Run side-by-side for 30 days: keep Lokad live while Forthcast forecasts in parallel — compare MAPE before cancelling.
- Cancel Lokad: most teams switch within 30-60 days once the side-by-side accuracy gap is clear.
Migration usually takes under an hour of operator time end-to-end. Use our demand forecast accuracy benchmark to score both systems on the same data.
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No sales call, no credit card up front. Install on Shopify →
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