We are building the truth layer between supplier signals and marketplace execution.
Online commerce runs on statements that were never verified: a specification copied between listings, availability nobody promised, a certification nobody produced. Every layer downstream treats them as facts, and the operator absorbs the loss when they are not.
QuickAIBuy exists to insert one discipline before that money moves — evidence bound to sources, gaps named rather than filled, and a human answerable for what is delivered. It starts as a single review product. It is designed to become infrastructure.
The trajectory, with its status attached
One is available. Three are planned and not available. Three describe direction. We publish all seven with their status visible, because a roadmap without status is a promise nobody agreed to keep.
External Product Review
A bounded review of the evidence behind one product or supplier opportunity, delivered before an operator commits money. This is the commercial wedge and the proving ground for the method — everything above it depends on being able to do this well.
See the product page →Commerce Decision Workspace
The place decisions live between reviews: what you are weighing, the evidence behind each, what is still unresolved, and what changed since you last looked. Reviews stop being one-off documents and become a record you can work from.
It only has value once single reviews are reliably good. Holding weak evidence in a nicer container helps nobody.
Supplier Truth Layer
Supplier-level evidence that persists across decisions — what a supplier has actually stated, what it has never stated, and where its claims have drifted over time. The second review of a supplier should start where the first one finished.
Persistent supplier claims are only safe once binding and freshness are proven at the single-decision level.
Marketplace Readiness Layer
A structured read of what a destination marketplace requires of an opportunity, and which of those requirements no source currently satisfies. Requirements known before effort is spent, rather than after a rejection.
Readiness is a claim about someone else's rules. It needs the supplier layer beneath it to be worth anything.
These three describe where the company is going and why the first four layers are built the way they are. None is offered as a current customer product. There is no public API or commerce execution product offered here.
Guarded Commerce Operations
If evidence ever becomes strong enough to justify action, the action still passes through approval. Nothing acts because a score was high.
Intelligence & Learning
Outcomes and operator decisions improving what gets examined first — improving prioritisation, never substituting for live evidence.
QuickAIBuy API · Commerce Infrastructure
The truth layer as infrastructure other systems can call before they act — the endpoint of the category, not its entry point.
Each layer is only allowed to exist once the one below it is trustworthy
This is a dependency structure, not a release schedule. It is also the reason the company is not shipping seven half-products at once.
What we are not
This market is crowded with software that promises outcomes it cannot influence. Being explicit about what we are not is cheaper than being misunderstood by the wrong customer.
Layer 01 is open. Start there.
The company story is only as good as the first layer. Bring a decision and judge the method on your own case.