Applied AI & review workflows

Give AI a useful job. Keep people in control.

Branded assistants, product-data review and camera-assisted inputs designed around real business tasks.

ProductAI across the product suite

StateLive assistants · implemented tools · selected prototypes

Relevant to your projectFor teams that need practical AI in an existing workflow, not a disconnected chat window.

Actual English application with assisted parcel inputs

The challenge

Start with the workflow.

An AI feature is useful only when it knows its role, has the right context and can hand work back to a person. Estimates must not quietly become verified business data.

Integrate assistants and review tools with a defined job: explain shipping, guide partner onboarding, suggest missing product dimensions or help structure parcel input.

The implementation

What was built.

Assistant workflow design, interface and tool integration, usage controls and acceptance boundaries across the owned products.

Giannis AI shipping assistant
Eleni AI business-service and partner guidance
Giorikas AI branded e-commerce interface
Product dimension and weight proposals
Individual and batch merchant acceptance
Camera-guided parcel inputs and source-specific lookup

01Relevant context

02Source or estimate

03Clear proposal

04Human review

05Approved action

Workflow illustration based on the implemented product. Not an application screenshot.

Proposal first. Merchant decision next.

Local interaction example · synthetic items · no AI call or store write.

Canvas pouch

AI estimate: 22 × 16 × 4 cm · 0.15 kg

Desk notebook

AI estimate: 22 × 16 × 2 cm · 0.35 kg

Both proposals are waiting for review.

Product decisions

The details that matter.

Label uncertainty

Show whether a proposal comes from a supported source or an AI estimate.

Control cost and scope

Paid-plan product batches and per-store usage limits define how much work runs.

Keep approval meaningful

Accepting a proposed product value is an explicit merchant action, individually or in a batch.

Evidence, not invented results

What can be demonstrated.

Public assistant interfaces and the English assisted-input screen have been inspected.

Product-data records document individual and bulk review, usage limits and a small controlled inference test.

The camera and source-lookup tools are presented as assisted prototypes where that is their verified state.

Project boundaries

No accuracy percentage, universal source coverage or unrestricted autonomous operation is claimed. Manolis has an observed admin entry; its end-to-end behaviour was not re-tested for this portfolio.

See assisted shipping inputs ↗

Evidence reviewed for this portfolio in October 2026. Live services may change after capture.

The smaller products count too

Inside this system.

Build on this experience

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