How MEZORA matches demand to supply across the GCC.
What Allocation is, when to use it, how it differs from Connect and from brokerage, how suppliers and dealers are matched, and what MEZORA does and does not guarantee.
What Allocation Is
Allocation is MEZORA's structured workflow for matching demand for earthmoving machinery against available supply at scale. A buyer, dealer or contractor submits an allocation request describing what they need — category, brand, model, hours, condition, country, volume and timeline — and the allocation engine surfaces the strongest supplier and dealer candidates inside their respective inboxes. Each request is tracked through proposal, escalation and closure so demand does not get lost in scattered conversations.
When To Use It
Use Allocation when the requirement is structured and worth coordinating: multi-unit fleet purchases, project-driven demand with a deadline, brand- or specification-sensitive sourcing, replacement programs, or sourcing into a territory where the buyer does not have an existing dealer relationship. For one-off direct conversations about a single visible listing or a single valued machine, use Connect instead — it is lighter weight and immediate.
How It Differs From Connect
Connect is a one-to-one direct messaging channel between a buyer and a specific dealer or supplier, typically opened from a Value Engine report or marketplace listing. Allocation is one-to-many: a single request is matched against all relevant suppliers and dealers in the network, ranked, and routed to multiple inboxes in parallel. The two surfaces complement each other — many allocation requests resolve through Connect conversations spawned from the allocation match.
How It Differs From Brokerage
Traditional brokerage involves a broker taking commercial possession of a deal, negotiating on behalf of both sides and earning a spread. MEZORA Allocation does not. It is an information and matching surface: counterparties see each other directly through Connect, negotiate bilaterally, and close on their own terms. MEZORA Commercial Brokers L.L.C operates separately and selectively as a consignment partner under a written agreement — that bilateral consignment activity is distinct from the Allocation workflow on the platform.
How Suppliers And Dealers Are Matched
The allocation engine scores every candidate supplier and dealer against the request along several dimensions: category and brand coverage, country and territory fit, claimed activation status, response history on prior Connect conversations, declared volume capacity, and currently visible inventory. AI-assisted ranking blends these signals into an ordered shortlist. The top matches are routed into the supplier or dealer Inbox immediately; weaker matches may receive a softer notification depending on the strength of the signal.
How Recommendations Are Generated
Recommendations combine deterministic heuristics (category match, country, claim status, freshness) with an LLM-assisted reasoning layer that synthesises a short rationale for each shortlisted match. The rationale is visible to the MEZORA team and used to refine ranking over time. AI outputs may contain errors or become outdated — recommendations are informational, not endorsements of capability or commitments by either party. Users remain responsible for counterparty verification.
What MEZORA Does — And Does Not — Guarantee
MEZORA operates the Allocation surface, ranks candidates, routes the request, tracks status and preserves the conversation thread. MEZORA does not guarantee a sale, sale price, time-to-fulfilment, supplier availability, dealer capability, transaction completion or counterparty performance. Any allocation, reservation, consignment or purchase arrangement is governed solely by a separate written agreement between the parties. See Compliance for the full set of disclosures and the AI-content disclaimer.