Ask Leena

Egypt ⇄ Europe · public-source trade intelligence

Full panel, reconciled by Opus · ~30s

Best on desktop

This view is built for a larger screen — open Ask Leena on desktop to use it. Ask works great on mobile →

The wire

What just happened

Fresh signals across the corpus, tagged to your products.

Best on desktop

The faceted catalog is built for a larger screen — open Ask Leena on desktop to browse it. Ask works great on mobile →

The catalog

Products on the desk

Pick one to assess its lane — Egypt → Europe, or Europe → Egypt.

Best on desktop

The dashboard's charts and ops tables need room — open Ask Leena on a larger screen. Ask works great on mobile →

The board

The state of the desk

Live totals, top trade partners, freshest signals, and collection health.

Top trade partners

Latest signals

What the numbers say

Collection health

Recent collector runs

Data quality & caveats

Want the raw charts & ops tables? The classic dashboard and operations view are still here.

Best on desktop

The coverage tables are wide — open Ask Leena on a larger screen to scan them. Ask works great on mobile →

The intake

What we monitor

Every public source the desk watches — and whether it's flowing.

What this is

An export desk you can talk to.

Ask Leena turns the messy public record of Egypt↔Europe trade — official statistics, the trade press, regulations, shipping, and the day's news — into a straight answer. Ask about any product, in either direction, and a panel of AI analysts reads the evidence and hands you a verdict.

01

Ask anything

“Is it worth exporting artichokes from Egypt to the Netherlands?” “What are the EU rules for seed potatoes?” Plain language, any product, any lane.

02

A panel deliberates

Six models with different lenses — a skeptic, a demand analyst, an ops/regulatory analyst, independent open models — debate the evidence, and a chief analyst reconciles them into one read, surfacing where they disagreed.

03

Grounded, then cited

Every verdict is built on real sources: trade flows, market press, regulations, freight, and live web news — all linked, so you can check the work. No source? It says so, instead of guessing.

04

Always watching

Dozens of public sources are collected on a schedule — see them under Coverage — and Pulse shows what's changed in the last 24 hours to 30 days.

How it works

How a question becomes an answer

  1. 1

    You ask

    A plain-language question about any product, in either direction — Egypt → Europe or Europe → Egypt.

  2. 2

    The desk gathers evidence

    It pulls the matching trade flows, market press, regulations and the day's live news out of the corpus.

  3. 3

    A panel debates

    Up to six models — each with a different lens — argue the case for and against, and disagree out loud.

  4. 4

    You get a cited verdict

    A chief analyst reconciles the panel into one read, with every claim linked back to its source.

The evidence

What the desk watches

Official trade statistics
Bilateral flows, volumes and tariffs from World Bank, WITS and national agencies.
The trade press
Market reports, prices, harvest and demand news across produce and inputs.
Regulations & market access
EU plant-health, food-safety and certification rules, and the FTAs that govern each lane.
Freight & weather
Shipping conditions and export-hub weather that move seasonality and cost.
Live web news
The day's headlines, fetched at the moment you ask and folded into the read.

See every source — and whether it's flowing — under Coverage.

Reading the result

How to read a verdict

  • Supportive The evidence backs the move.
  • Mixed Real upside and real friction — proceed with eyes open.
  • Caution The evidence leans against it.
  • Insufficient evidence Not enough public signal to call it — and it says so.
Ask the desk → Log in to use the desk →

Built for Leena Organica — organic produce from the Nile Delta to Europe, and seeds, inputs & ag-tech back to Egypt. Ask Leena is a decision aid built on public sources; it is not financial or legal advice.

Internal · not linked

Ops & observability

LLM spend, usage, errors, and collector health — read live from the ops endpoints.

LLM cost & latency · 30d

Usage & answer quality · 30d

Errors & alerts · 7d

Collector health