01
Unify signals
Combine sales, inventory, orders, lead times, minimums, and location-level parameters.
Demand Planning for E-commerce in Colombia
Flash sales and viral products cause demand spikes that manual forecasting cannot capture in time. In Colombia, Soberan's demand planning uses AI to propose purchases and transfers with inventory, ERP, and Electronic invoice (DIAN) context.
SKU + ubicación
Decision level
Buy or transfer
Operational output
30 days
Implementation time
DIAN
Regulator
Demand planning challenges in e-commerce
Flash sales and viral products cause demand spikes that manual forecasting cannot capture in time.
How the operating workflow works
02
Propose
Turn the signal into an explainable purchase, transfer, production, or exception recommendation.
03
Execute with control
Send the approved action to ERP and preserve the recommendation, adjustment, owner, and response.
Customer evidence
Sumatec plans 50,000+ SKUs across 80 warehouses
More than 3 million inventory records become purchase and transfer recommendations the team reviews before ERP execution.
Read the full customer story →What to validate before operating in Colombia
- Fiscal and document source: Electronic invoice (DIAN).
- Fiscal authority associated with the document: DIAN.
- Consent, permissions, timing, evidence, and escalation path defined before production.
- Local validation with legal and operations teams; this page is not legal advice.
FAQ
How does AI demand planning work for e-commerce in Colombia?
Flash sales and viral products cause demand spikes that manual forecasting cannot capture in time. Soberan combines historical demand signals, market trends, and supplier context to generate automatic replenishment plans with Electronic invoice (DIAN) compliance.
How much does it reduce overstock for e-commerce companies?
Overcommitment on pre-orders and marketplace allocation mismatches lead to cancellations and penalties. Soberan's demand planning reduces overstock by aligning forecast with storage capacity, sales history, and real supplier lead times.
How long does demand planning implementation take?
The demand planning module has a typical 30-day go-live. It works on top of your existing ERP or alongside Soberan ERP.