SOLUTIONS & USE CASES
Start from the requirement
Requirements rarely arrive labelled by division. They arrive as a situation — a product that needs sourcing, a process taking longer than it should, a market that needs understanding before any budget is committed.
Below are the requirements AIVORA is asked for most often, grouped by the part of the business that handles them.
TRADING REQUIREMENTS
Sourcing, supply and trade operations
Requirements that begin with a product, a supplier or a shipment.
International supplier sourcing
You need products from overseas suppliers but lack the market contacts, the verification process or the commercial comparison to choose between them with confidence.
Private-label product development
You want to sell under your own brand and need manufacturing partners, specification control and sampling settled before committing to volume.
Marketplace launch support
You are preparing to sell on a marketplace and need product supply and a workflow behind it that still holds once orders start arriving.
Import and export coordination
A shipment crosses more than one jurisdiction, with documentation, customs steps and freight to coordinate — and a single missed detail holds up everything behind it.
TECHNOLOGY REQUIREMENTS
Systems, automation and AI
Requirements that begin with work taking longer than it should.
AI customer-enquiry agent
Enquiries arrive faster than the team can answer them, and the same questions are answered repeatedly by people whose time is needed elsewhere.
Automated lead qualification
Leads arrive from several channels with no consistent way to separate the serious ones before sales time is spent on them.
AI document knowledge assistant
Specifications, contracts and procedures sit across files nobody can search, so answers depend on which colleague happens to be available.
CRM and ERP integration
Two systems hold overlapping records and are reconciled by hand, so the same information is entered twice and neither copy is fully trusted.
Multilingual e-commerce platform
You are selling into more than one language market and need catalogue, checkout and content to work properly in each of them.
GROWTH REQUIREMENTS
Markets, research and demand
Requirements that begin with a market decision rather than a product.
UAE market-entry research
You are weighing entry into the UAE or the wider Gulf and need evidence on demand, competitors and requirements before any budget is committed.
Marketing automation workflow
Campaign activity, follow-up and reporting are handled manually, so results vary between months and are difficult to attribute to anything.
Tell us the requirement
If the requirement does not fit neatly under one of the three, that is usual — most involve more than one. Describe the situation and we will route it internally.