Inventory and demand
Where should we buy, transfer, or hold stock?
Connect demand history, inventory position, open supply, service policy, and approval logic.
SOBERAN field library · 2026 edition
One practical library for operators evaluating AI-native ERP, CRM, Contact Center, inventory, freight, collections, and system integrations.
Start with a guide ↘Choose the work that needs to improve. Each path connects explanation, product evidence, a practical tool, and a next decision.
Inventory and demand
Connect demand history, inventory position, open supply, service policy, and approval logic.
Customer operations
Follow customer identity, intent, policy, action, ERP writeback, and human escalation across channels.
Freight and fulfillment
Evaluate shipment readiness, vehicle constraints, package placement, exceptions, replay, and approval.
Collections and follow-up
See how voice, WhatsApp, promises, disputes, payment context, and purchase-order follow-up become one governed queue.
Move from definition to decision without losing the operational context between them.
Scope the first rollout, data, owners, risks, vendor questions, and success measures.
Open resource →W07 walkthroughsInspect real screens through the operational decision each workspace supports.
Open resource →T06 toolsUse transparent calculators and diagnostics with visible formulas and assumptions.
Open resource →DKnowledge indexGet answer-first definitions, decision criteria, and related operating concepts.
Open resource →I08 systemsReview object mappings, system ownership, controls, and implementation checklists.
Open resource →C03 storiesSee the records, channels, controls, and operating outcomes used by real teams.
Open resource →BData + methodReview published performance ranges together with the methodology behind them.
Open resource →NEditorial archiveFollow product analysis, market maps, operating patterns, and implementation lessons.
Open resource →Customer stories connect the architecture to the records, channels, controls, and outcomes used in production.
01 / 03
80 warehouses · 50,000+ SKUs
Demand planning turns SKU-by-warehouse context into governed purchase and transfer recommendations.
Read customer story02 / 03
3 locations · WhatsApp-to-CRM
Every WhatsApp lead enters one automotive pipeline with an owner, quote context, and next action.
Read customer story03 / 03
Voice · WhatsApp · purchase orders
Collections and purchase-order follow-up share a traceable queue with human escalation.
Read customer storyThe library is intentionally ordered around how an operations team should evaluate a system.
Name the record, decision, failure mode, owner, and measurable outcome before comparing software.
Use walkthroughs, customer evidence, and integration mappings to test whether the workflow is concrete.
Use tools and benchmarks to make assumptions visible before promising an improvement.
Set systems of record, permissions, approvals, exceptions, and the first production metric.
From learning to execution