# Tender and grant radar

> PDF of the call → AI-drafted summary sheet reviewed by people → blind vote → traceable decision.

- URL: https://www.enter20.com/en/lab/licitaciones/
- Español: https://www.enter20.com/laboratorio/licitaciones/
- enter 2.0 — Practical AI, governed data, dashboards, automation and information systems for organisations that need to make better decisions.

PDF of the call → AI-drafted summary sheet reviewed by people → blind vote → traceable decision.

- Prototype: Prototype deployed: the AI summary sheet, voting and milestones work; the automatic connectors to official gazettes are at the design stage.
- Fictional data: Everything you see in the demos is fictional: the company «Alisio», the people, the amounts and the documents. Nothing leaves your browser.

## For management

### The problem

New calls come out every week. Reading them takes hours, and deciding which ones to bid for depends on who shouts loudest in the meeting.

### What it does

- You upload the PDFs and the system prepares a summary sheet: subject, deadline, amount, requirements.
- Every value proposed by the AI stays flagged until a person reviews it.
- Blind vote in two phases: «shall we study it?» and «shall we bid?».
- Strategic value with 8 criteria scored by people.
- Milestones (solvency, remedying deficiencies, award) and a printable report.

### What you gain

- Fewer hours spent reading tender documents.
- Decisions on whether to bid without the bias of who speaks first.
- A record of why the answer was yes or no.

### Try this

- Upload a sample call and watch the process.
- Review a value flagged as AI.
- Vote as three different people and see how the decision is reached.

## For IT leadership

### How it is built

- Cloudflare Worker + D1 and R2 in the EU + Workflows for the step-by-step process with retries.
- Interchangeable AI provider layer.

### Security

- Only the public text of the call reaches the AI, never votes or names.
- Deduplication by the SHA-256 fingerprint of each PDF.

### Use of AI

- JSON validated with a retry; if it fails again, the sheet is left as «revisar a mano» (review by hand).
- Every call logged with tokens and cost.

### Operations

27 automated tests.